Methods > General > Activation Functions

Tanh Activation


Tanh Activation is an activation function used for neural networks:

$$f\left(x\right) = \frac{e^{x} - e^{-x}}{e^{x} + e^{-x}}$$

Historically, the tanh function became preferred over the sigmoid function as it gave better performance for multi-layer neural networks. But it did not solve the vanishing gradient problem that sigmoids suffered, which was tackled more effectively with the introduction of ReLU activations.

Image Source: Junxi Feng

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Po-Ting LaiZhiyong Lu
2021-01-11
Evaluation of Deep Learning Models for Hostility Detection in Hindi Text
Ramchandra JoshiRushabh KarnavatKaustubh JirapureRaviraj Joshi
2021-01-11
Combating Hostility: Covid-19 Fake News and Hostile Post Detection in Social Media
| Omar SharifEftekhar HossainMohammed Moshiul Hoque
2021-01-09
Learning Better Sentence Representation with Syntax Information
Chen Yang
2021-01-09
Forecasting Commodity Prices Using Long Short-Term Memory Neural Networks
Racine LyFousseini TraoreKhadim Dia
2021-01-08
Machine learning approach for quantum non-Markovian noise classification
| Stefano MartinaStefano GherardiniFilippo Caruso
2021-01-08
Deep Learning Assisted Calibrated Beam Training for Millimeter-Wave Communication Systems
| Ke MaDongxuan HeHancun SunZhaocheng WangSheng Chen
2021-01-08
Federated Intelligence for Active Queue Management in Inter-Domain Congestion
| Cesar A. GomezXianbin WangAbdallah Shami
2021-01-08
BRDS: An FPGA-based LSTM Accelerator with Row-Balanced Dual-Ratio Sparsification
Seyed Abolfazl GhasemzadehErfan Bank TavakoliMehdi KamalAli Afzali-KushaMassoud Pedram
2021-01-07
Detecting Log Anomalies with Multi-Head Attention (LAMA)
Yicheng GuoYujin WenCongwei JiangYixin LianYi Wan
2021-01-07
More Reliable AI Solution: Breast Ultrasound Diagnosis Using Multi-AI Combination
Jian DaiShuge LeiLicong DongXiaona LinHuabin ZhangDesheng SunKehong Yuan
2021-01-07
VHS to HDTV Video Translation using Multi-task Adversarial Learning
Hongming LuoGuangsen LiaoXianxu HouBozhi LiuFei ZhouGuoping Qiu
2021-01-07
Demand Forecasting for Platelet Usage: from Univariate Time Series to Multivariate Models
Maryam MotamediNa LiDouglas G. DownNancy M. Heddle
2021-01-06
The Interplay of Demographic Variables and Social Distancing Scores in Deep Prediction of U.S. COVID-19 Cases
Francesca TangYang FengHamza ChihebJianqing Fan
2021-01-06
Adversarially trained LSTMs on reduced order models of urban air pollution simulations
César Quilodrán-CasasRossella ArcucciChristopher PainYike Guo
2021-01-05
Contextual colorization and denoising for low-light ultra high resolution sequences
N. AnantrasirichaiDavid Bull
2021-01-05
Assessment of Subjective Creativity Skill Using EEG Induced Capsule Network
Sayantani GhoshLidia GhoshAmit KonarAtulya K. Nagar
2021-01-05
State-of-the-Art Review of Machine Learning Applications in Constitutive Modeling of Soils
Pin ZhangZhen-Yu YinYin-Fu Jin
2021-01-05
Are Eliminated Spans Useless for Coreference Resolution? Not at all
Xin TanLongyin ZhangGuodong Zhou
2021-01-04
Deep Learning for Latent Events Forecasting in Twitter Aided Caching Networks
Zhong YangYuanwei LiuYue ChenJoey Tianyi Zhou
2021-01-04
Recoding latent sentence representations -- Dynamic gradient-based activation modification in RNNs
| Dennis Ulmer
2021-01-03
Improving Sequence-to-Sequence Pre-training via Sequence Span Rewriting
Wangchunshu ZhouTao GeKe XuFuru Wei
2021-01-02
Detecting Singleton Spams in Reviews via Learning Deep Anomalous Temporal Aspect-Sentiment Patterns
| Yassien ShaalanXiuzhen ZhangJeffrey ChanMahsa Salehi
2021-01-02
Semantic Parsing with Less Prior and More Monolingual Data
Sajad NorouziYanshuai Cao
2021-01-01
Intent Classification and Slot Filling for Privacy Policies
| Wasi Uddin AhmadJianfeng ChiTu LeThomas NortonYuan TianKai-Wei Chang
2021-01-01
WordsWorth Scores for Attacking CNNs and LSTMs for Text Classification
Anonymous
2021-01-01
More Side Information, Better Pruning: Shared-Label Classification as a Case Study
Anonymous
2021-01-01
Feedforward Legendre Memory Unit
Anonymous
2021-01-01
Pretrain Knowledge-Aware Language Models
Anonymous
2021-01-01
Factorizing Declarative and Procedural Knowledge in Structured, Dynamical Environments
Anonymous
2021-01-01
Bayesian Neural Networks with Variance Propagation for Uncertainty Evaluation
Anonymous
2021-01-01
Parameterization of Hypercomplex Multiplications
Anonymous
2021-01-01
Bidirectional Variational Inference for Non-Autoregressive Text-to-Speech
Anonymous
2021-01-01
Automatic Music Production Using Generative Adversarial Networks
Anonymous
2021-01-01
NOSE Augment: Fast and Effective Data Augmentation Without Searching
Anonymous
2021-01-01
Post-Training Weighted Quantization of Neural Networks for Language Models
Anonymous
2021-01-01
Synthesising Realistic Calcium Imaging Data of Neuronal Populations Using GAN
Anonymous
2021-01-01
Faster and Smarter AutoAugment: Augmentation Policy Search Based on Dynamic Data-Clustering
Anonymous
2021-01-01
P-Swish: Activation Function with Learnable Parameters Based on Swish Activation Function in Deep Learning
Marina Adriana MercioniStefan Holban
2021-01-01
A Deep Learning Approach for Diabetic Retinopathy detection using Transfer Learning
Satwik RamchandreBhargav PatilShardul PharandeKaran JavaliHimangi Pande
2021-01-01
TeLU: A New Activation Function for Deep Learning
Marina Adriana MercioniStefan Holban
2021-01-01
FiD-Ex: Improving Sequence-to-Sequence Models for Extractive Rationale Generation
Kushal LakhotiaBhargavi ParanjapeAsish GhoshalWen-tau YihYashar MehdadSrinivasan Iyer
2020-12-31
Class Attention Network for Semantic Segmentation of Remote Sensing Images
Zhibo RaoMingyi HeYuchao Dai
2020-12-31
Presenting a Dataset for Collaborator Recommending Systems in Academic Social Network: a Case Study on ReseachGate
Zahra RoozbahaniJalal RezaeenourRoshan ShahrooeiHanif Emamgholizadeh
2020-12-29
Automatic Detection and Image Recognition of Precision Agriculture for Citrus Diseases
ChauChung SongChihLun WangYifeng Yang
2020-12-29
How to Train Your Differentiable Filter
| Alina KlossGeorg MartiusJeannette Bohg
2020-12-28
Neural document expansion for ad-hoc information retrieval
Cheng TangAndrew Arnold
2020-12-27
Sparse Adversarial Attack to Object Detection
| Jiayu Bao
2020-12-26
Predicting Organizational Cybersecurity Risk: A Deep Learning Approach
Benjamin M. Ampel
2020-12-26
Assessment of the Relative Importance of different hyper-parameters of LSTM for an IDS
Mohit SewakSanjay K. SahayHemant Rathore
2020-12-26
LSTM-Aided Hybrid Random Access Scheme for 6G MTC Networks
Huimei HanZan LiWenchao ZhaiJun ZhaoWeidang LuLiPing Qian
2020-12-25
Pain Assessment based on fNIRS using Bidirectional LSTMs
Raul Fernandez RojasJulio RomeroJehu Lopez-AparicioKeng-Liang Ou
2020-12-24
Appearance-Invariant 6-DoF Visual Localization using Generative Adversarial Networks
Yimin LinJianfeng HuangShiguo Lian
2020-12-24
A State Representation Dueling Network for Deep Reinforcement Learning
Haomin QiuFeng Liu
2020-12-24
ICMSC: Intra- and Cross-modality Semantic Consistency for Unsupervised Domain Adaptation on Hip Joint Bone Segmentation
Guodong ZengTill D. LerchFlorian SchmaranzerGuoyan ZhengJuergen BurgerKate GerberMoritz TannastKlaus SiebenrockNicolas Gerber
2020-12-23
BKT-LSTM: Efficient Student Modeling for knowledge tracing and student performance prediction
Sein Minn
2020-12-22
Domain Adaptation of NMT models for English-Hindi Machine Translation Task at AdapMT ICON 2020
Ramchandra JoshiRushabh KarnavatKaustubh JirapureRaviraj Joshi
2020-12-22
Improved Biomedical Word Embeddings in the Transformer Era
| Jiho NohRamakanth Kavuluru
2020-12-22
TechTexC: Classification of Technical Texts using Convolution and Bidirectional Long Short Term Memory Network
Omar SharifEftekhar HossainMohammed Moshiul Hoque
2020-12-21
Recent Advances of Generic Object Detection with Deep Learning: A Review
Xin LiYingYing LiShushu Li
2020-12-19
DCCRGAN: Deep Complex Convolution Recurrent Generator Adversarial Network for Speech Enhancement
Huixiang HuangRenjie WuJingbiao HuangJucai LinJun Yin
2020-12-19
Efficient CNN-LSTM based Image Captioning using Neural Network Compression
| Harshit RampalAman Mohanty
2020-12-17
Sensitive Data Detection with High-Throughput Neural Network Models for Financial Institutions
| Anh TruongAustin WaltersJeremy Goodsitt
2020-12-17
Detection and Prediction of Nutrient Deficiency Stress using Longitudinal Aerial Imagery
Saba DadsetanGisele RoseNaira HovakimyanJennifer Hobbs
2020-12-17
Parallel WaveNet conditioned on VAE latent vectors
Jonas RohnkeTom MerrittJaime Lorenzo-TruebaAdam GabrysVatsal AggarwalAlexis MoinetRoberto Barra-Chicote
2020-12-17
StrokeGAN: Reducing Mode Collapse in Chinese Font Generation via Stroke Encoding
| Jinshan ZengQi ChenYunxin LiuMingwen WangYuan YAO
2020-12-16
Visually Grounding Instruction for History-Dependent Manipulation
Hyemin AhnObin KwonKyoungdo KimDongheui LeeSonghwai Oh
2020-12-16
LSTM-based Space Occupancy Prediction towards Efficient Building Energy Management
Juye Kim
2020-12-15
Multi-channel optical neuromorphic processor for frequency-multiplexed signals
Mariia Sorokina
2020-12-15
Contrastive Learning with Adversarial Perturbations for Conditional Text Generation
| Seanie LeeDong Bok LeeSung Ju Hwang
2020-12-14
Simple Copy-Paste is a Strong Data Augmentation Method for Instance Segmentation
| Golnaz GhiasiYin CuiAravind SrinivasRui QianTsung-Yi LinEkin D. CubukQuoc V. LeBarret Zoph
2020-12-13
Discriminative Pre-training for Low Resource Title Compression in Conversational Grocery
Snehasish MukherjeePhaniram SayapaneniShankar Subramanya
2020-12-13
Using Restricted Boltzmann Machines to Model Molecular Geometries
| Peter NekrasovJessica FreezeVictor Batista
2020-12-13
SPARTA: Speaker Profiling for ARabic TAlk
Wael FarhanMuhy Eddin Za'terQusai Abu ObaidahHisham al BatainehZyad SoberHussein T. Al-Natsheh
2020-12-13
SenSeNet: Neural Keyphrase Generation with Document Structure
Yichao LuoZhengyan LiBingning WangXiaoyu XingQi ZhangXuanjing Huang
2020-12-12
Mapping the Timescale Organization of Neural Language Models
Hsiang-Yun Sherry ChienJinhan ZhangChristopher. J. Honey
2020-12-12
Convolutional LSTM Neural Networks for Modeling Wildland Fire Dynamics
John BurgeMatthew BonanniMatthias IhmeLily Hu
2020-12-11
Option Tracing: Beyond Binary Knowledge Tracing
| Aritra GhoshAndrew S. Lan
2020-12-11
Morphology Matters: A Multilingual Language Modeling Analysis
| Hyunji Hayley ParkKatherine J. ZhangColeman HaleyKenneth SteimelHan LiuLane Schwartz
2020-12-11
SE-ECGNet: A Multi-scale Deep Residual Network with Squeeze-and-Excitation Module for ECG Signal Classification
Haozhen ZhangWei ZhaoShuang Liu
2020-12-10
Lipschitz Regularized CycleGAN for Improving Semantic Robustness in Unpaired Image-to-image Translation
Zhiwei JiaBodi YuanKangkang WangHong WuDavid CliffordZhiqiang YuanHao Su
2020-12-09
Recurrence-free unconstrained handwritten text recognition using gated fully convolutional network
| Denis CoquenetClément ChatelainThierry Paquet
2020-12-09
exploRNN: Understanding Recurrent Neural Networks through Visual Exploration
Alex BäuerleRaphael StörkTimo Ropinski
2020-12-09
Revisiting Iterative Back-Translation from the Perspective of Compositional Generalization
Yinuo GuoHualei ZhuZeqi LinBei ChenJian-Guang LouDongmei Zhang
2020-12-08
CycleQSM: Unsupervised QSM Deep Learning using Physics-Informed CycleGAN
Gyutaek OhHyokyoung BaeHyun-Seo AhnSung-Hong ParkJong Chul Ye
2020-12-07
KgPLM: Knowledge-guided Language Model Pre-training via Generative and Discriminative Learning
Bin HeXin JiangJinghui XiaoQun Liu
2020-12-07
Using previous acoustic context to improve Text-to-Speech synthesis
Pilar Oplustil-GallegosSimon King
2020-12-07
An autoencoder wavelet based deep neural network with attention mechanism for multistep prediction of plant growth
Bashar AlhnaityStefanos KolliasGeorgios LeontidisShouyong JiangBert SchampSimon Pearson
2020-12-07
3D-CNN for Facial Emotion Recognition in Videos
Jad HaddadOlivier LezorayPhilippe Hamel
2020-12-07
Align-gram : Rethinking the Skip-gram Model for Protein Sequence Analysis
Nabil IbtehazS. M. Shakhawat Hossain SouravMd. Shamsuzzoha BayzidM. Sohel Rahman
2020-12-06
A Benchmark Dataset for Understandable Medical Language Translation
Junyu LuoZifei ZhengHanzhong YeMuchao YeYaqing WangQuanzeng YouCao XiaoFenglong Ma
2020-12-04
Crop Classification under Varying Cloud Cover with Neural Ordinary Differential Equations
| Nando MetzgerMehmet Ozgur TurkogluStefano D'AroncoJan Dirk WegnerKonrad Schindler
2020-12-04
AuthNet: A Deep Learning based Authentication Mechanism using Temporal Facial Feature Movements
| Mohit RaghavendraPravan OmprakashB R MukeshSowmya Kamath
2020-12-04
DeepVideoMVS: Multi-View Stereo on Video with Recurrent Spatio-Temporal Fusion
| Arda DüzçekerSilvano GallianiChristoph VogelPablo SpecialeMihai DusmanuMarc Pollefeys
2020-12-03
Bengali Abstractive News Summarization(BANS): A Neural Attention Approach
| Prithwiraj BhattacharjeeAvi MallickMd Saiful IslamMarium-E-Jannat
2020-12-03
BERT-hLSTMs: BERT and Hierarchical LSTMs for Visual Storytelling
Jing SuQingyun DaiFrank GuerinMian Zhou
2020-12-03
A journey in ESN and LSTM visualisations on a language task
| Alexandre VariengienXavier Hinaut
2020-12-03
Evolving Character-level Convolutional Neural Networks for Text Classification
Trevor LondtXiaoying GaoBing XuePeter Andreae
2020-12-03
Traffic Surveillance using Vehicle License Plate Detection and Recognition in Bangladesh
Md. Saif Hassan OnimMuhaiminul Islam AkashMahmudul HaqueRaiyan Ibne Hafiz
2020-12-03
Generating Descriptions for Sequential Images with Local-Object Attention and Global Semantic Context Modelling
Jing SuChenghua LinMian ZhouQingyun DaiHaoyu Lv
2020-12-02
Comparison of Attention-based Deep Learning Models for EEG Classification
Giulia CisottoAlessio ZangaJoanna ChlebusItalo ZoppisSara ManzoniUrszula Markowska-Kaczmar
2020-12-02
Learning Universal Shape Dictionary for Realtime Instance Segmentation
| Tutian TangWenqiang XuRuolin YeLixin YangCewu Lu
2020-12-02
Enhancement of Spatial Clustering-Based Time-Frequency Masks using LSTM Neural Networks
Felix GrezesZhaoheng NiViet Anh TrinhMichael Mandel
2020-12-02
COVID-19 Cough Classification using Machine Learning and Global Smartphone Recordings
Madhurananda PaharMarisa KlopperRobin WarrenThomas Niesler
2020-12-02
TAN-NTM: Topic Attention Networks for Neural Topic Modeling
Madhur PanwarShashank ShailabhMilan AggarwalBalaji Krishnamurthy
2020-12-02
Improved MVDR Beamforming Using LSTM Speech Models to Clean Spatial Clustering Masks
Zhaoheng NiFelix GrezesViet Anh TrinhMichael I. Mandel
2020-12-02
Physics Guided Machine Learning Methods for Hydrology
Ankush KhandelwalShaoming XuXiang LiXiaowei JiaMichael StienbachChristopher DuffyJohn NieberVipin Kumar
2020-12-02
Combining Spatial Clustering with LSTM Speech Models for Multichannel Speech Enhancement
Felix GrezesZhaoheng NiViet Anh TrinhMichael Mandel
2020-12-02
SOC Estimation of Li-ion Batteries with Learning Rate-Optimized Deep Fully Convolutional Network
M. A. HannanD. N. T. HowM. S. Hossain LipuPin Jern KerZ. Y. DongM. MansurFrede Blaabjerg
2020-12-02
$DA^3$: Deep Additive Attention Adaption for Memory-Efficient On-Device Multi-Domain Learning
Li YangAdnan Siraj RakinDeliang Fan
2020-12-02
Training Linear Finite-State Machines
Arash ArdakaniAmir ArdakaniWarren Gross
2020-12-01
Interpretable multi-timescale models for predicting fMRI responses to continuous natural speech
Shailee JainVy VoShivangi MahtoAmanda LeBelJavier S. TurekAlexander Huth
2020-12-01
CycleGAN without checkerboard artifacts for counter-forensics of fake-image detection
Takayuki OsakabeMiki TanakaYuma KinoshitaHitoshi Kiya
2020-12-01
Arabisc: Context-Sensitive Neural Spelling Checker
| Yasmin MoslemRejwanul HaqueAndy Way
2020-12-01
MR-based camera-less eye tracking using deep neural networks
Markus FreyMatthias NauChristian F. Doeller
2020-12-01
Deep Implicit Templates for 3D Shape Representation
| Zerong ZhengTao YuQionghai DaiYebin Liu
2020-11-30
UVid-Net: Enhanced Semantic Segmentation of UAV Aerial Videos by Embedding Temporal Information
| Girisha SUjjwal VermaManohara Pai M MRadhika Pai
2020-11-29
Multi-task GANs for Semantic Segmentation and Depth Completion with Cycle Consistency
Chongzhen ZhangYang TangChaoqiang ZhaoQiyu SunZhencheng YeJürgen Kurths
2020-11-29
MIINet: An Image Quality Improvement Framework for Supporting Medical Diagnosis
Quan Huu CapHitoshi IyatomiAtsushi Fukuda
2020-11-28
TStarBot-X: An Open-Sourced and Comprehensive Study for Efficient League Training in StarCraft II Full Game
| Lei HanJiechao XiongPeng SunXinghai SunMeng FangQingwei GuoQiaobo ChenTengfei ShiHongsheng YuZhengyou Zhang
2020-11-27
Joint Extraction of Entity and Relation with Information Redundancy Elimination
Yuanhao ShenJungang Han
2020-11-27
Automatic Detection of Cardiac Chambers Using an Attention-based YOLOv4 Framework from Four-chamber View of Fetal Echocardiography
Sibo QiaoShanchen PangGang LuoSilin PanXun WangMin WangXue ZhaiTaotao Chen
2020-11-26
Emotional Semantics-Preserved and Feature-Aligned CycleGAN for Visual Emotion Adaptation
Sicheng ZhaoXuanbai ChenXiangyu YueChuang LinPengfei XuRavi KrishnaJufeng YangGuiguang DingAlberto L. Sangiovanni-VincentelliKurt Keutzer
2020-11-25
StackMix: A complementary Mix algorithm
John ChenSamarth SinhaAnastasios Kyrillidis
2020-11-25
FBWave: Efficient and Scalable Neural Vocoders for Streaming Text-To-Speech on the Edge
Bichen WuQing HePeizhao ZhangThilo KoehlerKurt KeutzerPeter Vajda
2020-11-25
Three-dimensional Segmentation of the Scoliotic Spine from MRI using Unsupervised Volume-based MR-CT Synthesis
Enamundram M. V. Naga KarthikCatherine LaporteFarida Cheriet
2020-11-25
Comparisons among different stochastic selection of activation layers for convolutional neural networks for healthcare
Loris NanniAlessandra LuminiStefano GhidoniGianluca Maguolo
2020-11-24
Enhancing deep neural networks with morphological information
Matej KlemenLuka KrsnikMarko Robnik-Šikonja
2020-11-24
A Non-linear Function-on-Function Model for Regression with Time Series Data
Qiyao WangHaiYan WangChetan GuptaAniruddha Rajendra RaoHamed Khorasgani
2020-11-24
ImageNet Pretrained CNNs for JPEG Steganalysis
Yassine YousfiJan ButoraEugene KhvedchenyaJessica Fridrich
2020-11-24
Separating and denoising seismic signals with dual-path recurrent neural network architecture
Artemii NovoselovPeter BalazsGötz Bokelmann
2020-11-24
Evaluating Input Representation for Language Identification in Hindi-English Code Mixed Text
Ramchandra JoshiRaviraj Joshi
2020-11-23
KeepAugment: A Simple Information-Preserving Data Augmentation Approach
Chengyue GongDilin WangMeng LiVikas ChandraQiang Liu
2020-11-23
Sarcasm detection from user-generated noisy short text
Prakamya Mishra
2020-11-23
DLPAlign: A Deep Learning based Progressive Alignment Method for Multiple Protein Sequences
| Mengmeng KuangYong liuLufei Gao
2020-11-21
DeepPhaseCut: Deep Relaxation in Phase for Unsupervised Fourier Phase Retrieval
Eunju ChaChanseok LeeMooseok JangJong Chul Ye
2020-11-20
Long Short Term Memory Networks for Bandwidth Forecasting in Mobile Broadband Networks under Mobility
Konstantinos KousiasApostolos PappasOzgu AlayAntonios ArgyriouMichael Riegler
2020-11-20
ConvTransformer: A Convolutional Transformer Network for Video Frame Synthesis
| Zhouyong LiuShun LuoWubin LiJingben LuYufan WuChunGuo LiLuxi Yang
2020-11-20
Universal MelGAN: A Robust Neural Vocoder for High-Fidelity Waveform Generation in Multiple Domains
| Won JangDan LimJaesam Yoon
2020-11-19
SentiLSTM: A Deep Learning Approach for Sentiment Analysis of Restaurant Reviews
Eftekhar HossainOmar SharifMohammed Moshiul HoqueIqbal H. Sarker
2020-11-19
Masked Linear Regression for Learning Local Receptive Fields for Facial Expression Synthesis
Nazar KhanArbish AkramArif MahmoodSania AshrafKashif Murtaza
2020-11-18
Palomino-Ochoa at SemEval-2020 Task 9: Robust System based on Transformer for Code-Mixed Sentiment Classification
Daniel PalominoJose Ochoa-Luna
2020-11-18
CVEGAN: A Perceptually-inspired GAN for Compressed Video Enhancement
Di MaFan ZhangDavid R. Bull
2020-11-18
AttentiveNAS: Improving Neural Architecture Search via Attentive Sampling
| Dilin WangMeng LiChengyue GongVikas Chandra
2020-11-18
Mutual Information Based Method for Unsupervised Disentanglement of Video Representation
| P Aditya SreekarUjjwal TiwariAnoop Namboodiri
2020-11-17
Learning Efficient GANs using Differentiable Masks and co-Attention Distillation
| Shaojie LiMingbao LinYan WangMingliang XuFeiyue HuangYongjian WuLing ShaoRongrong Ji
2020-11-17
A comparative approach on detecting multi-lingual and multi-oriented text in natural scene images
Aparna YegnaramanS. Valli
2020-11-17
Scaled-YOLOv4: Scaling Cross Stage Partial Network
| Chien-Yao WangAlexey BochkovskiyHong-Yuan Mark Liao
2020-11-16
Learning Associative Inference Using Fast Weight Memory
| Imanol SchlagTsendsuren MunkhdalaiJürgen Schmidhuber
2020-11-16
Real-Time Radio Technology and Modulation Classification via an LSTM Auto-Encoder
Ziqi KeHaris Vikalo
2020-11-16
A Two-Phase Approach for Abstractive Podcast Summarization
Chujie ZhengKunpeng ZhangHarry Jiannan WangLing Fan
2020-11-16
Modular Multi Target Tracking Using LSTM Networks
Rishabh VermaR RajeshMS Easwaran
2020-11-16
It's a Thin Line Between Love and Hate: Using the Echo in Modeling Dynamics of Racist Online Communities
Eyal ArvivSimo HanounaOren Tsur
2020-11-16
Deep learning in magnetic resonance prostate segmentation: A review and a new perspective
| David GillespieConnah KendrickIan BoonCheng BoonTim RattayMoi Hoon Yap
2020-11-16
Real-Time Polyp Detection, Localization and Segmentation in Colonoscopy Using Deep Learning
Debesh JhaSharib AliNikhil Kumar TomarHåvard D. JohansenDag D. JohansenJens RittscherMichael A. RieglerPål Halvorsen
2020-11-15
Sentiment Analysis for Sinhala Language using Deep Learning Techniques
| Lahiru SenevirathnePiyumal DemotteBinod KarunanayakeUdyogi MunasingheSurangika Ranathunga
2020-11-14
On the Benefits of Early Fusion in Multimodal Representation Learning
George BarnumSabera TalukderYisong Yue
2020-11-14
Transductive Zero-Shot Learning using Cross-Modal CycleGAN
Patrick BordesEloi ZablockiBenjamin PiwowarskiPatrick Gallinari
2020-11-13
Using IPA-Based Tacotron for Data Efficient Cross-Lingual Speaker Adaptation and Pronunciation Enhancement
Hamed HematiDamian Borth
2020-11-12
Atrial Fibrillation Detection and ECG Classification based on CNN-BiLSTM
| Jiacheng WangWeiheng Li
2020-11-12
LIAF-Net: Leaky Integrate and Analog Fire Network for Lightweight and Efficient Spatiotemporal Information Processing
Zhenzhi WuHehui ZhangYihan LinGuoqi LiMeng WangYe Tang
2020-11-12
E-commerce Query-based Generation based on User Review
Yiren LiuKuan-Ying Lee
2020-11-11
LittleYOLO-SPP: A Delicate Real-Time Vehicle Detection Algorithm
Sri Jamiya SEsther Rani P
2020-11-11
DoLFIn: Distributions over Latent Features for Interpretability
Phong LeWillem Zuidema
2020-11-10
Pretraining Strategies, Waveform Model Choice, and Acoustic Configurations for Multi-Speaker End-to-End Speech Synthesis
Erica CooperXin WangYi ZhaoYusuke YasudaJunichi Yamagishi
2020-11-10
Automated Discovery of Mathematical Definitions in Text with Deep Neural Networks
Natalia VanetikMarina LitvakSergey ShevchukLior Reznik
2020-11-09
Comparison between ARIMA and Deep Learning Models for Temperature Forecasting
Eranga De SaaLochandaka Ranathunga
2020-11-09
Real-time object detection method based on improved YOLOv4-tiny
Zicong JiangLiquan ZhaoShuaiyang LiYanfei Jia
2020-11-09
Adversarial Black-Box Attacks On Text Classifiers Using Multi-Objective Genetic Optimization Guided By Deep Networks
Alex MathaiShreya KhareSrikanth TamilselvamSenthil Mani
2020-11-08
Universal Activation Function For Machine Learning
Brosnan YuenMinh Tu HoangXiaodai DongTao Lu
2020-11-07
A Reinforcement Learning Approach to the Orienteering Problem with Time Windows
| Ricardo GamaHugo L. Fernandes
2020-11-07
Drafting in Collectible Card Games via Reinforcement Learning
| Ronaldo VieiraAnderson Rocha TavaresLuiz Chaimowicz
2020-11-07
Wave-Tacotron: Spectrogram-free end-to-end text-to-speech synthesis
Ron J. WeissRJ Skerry-RyanEric BattenbergSoroosh MariooryadDiederik P. Kingma
2020-11-06
Deep Learning for Flight Demand and Delays Forecasting
Liya WangAmy MykityshynCraig JohnsonBenjamin D. Marple
2020-11-06
Exploring Multimodal Features and Fusion Strategies for Analyzing Disaster Tweets
Raj Ratn PraneshAmbesh ShekharAnish Kumar
2020-11-06
Alignment Restricted Streaming Recurrent Neural Network Transducer
Jay MahadeokarYuan ShangguanDuc LeGil KerenHang SuThong LeChing-Feng YehChristian FuegenMichael L. Seltzer
2020-11-05
Conflicting Bundles: Adapting Architectures Towards the Improved Training of Deep Neural Networks
| David PeerSebastian StabingerAntonio Rodriguez-Sanchez
2020-11-05
Sound Event Detection in Domestic Environments using Dense Recurrent Neural Network
Tianchu YaoChuang ShiHuiyong Li
2020-11-04
Aspect Based Sentiment Analysis with Self-Attention and Gated Convolutional Networks
Jian YangJuan Yang
2020-11-04
Joint Entity and Relation Extraction with Set Prediction Networks
| Dianbo SuiYubo ChenKang LiuJun ZhaoXiangrong ZengShengping Liu
2020-11-03
Relational Graph Learning on Visual and Kinematics Embeddings for Accurate Gesture Recognition in Robotic Surgery
Yong-Hao LongJie-Ying WuBo LuYue-Ming JinMathias UnberathYun-hui LiuPheng-Ann HengQi Dou
2020-11-03
StyleMelGAN: An Efficient High-Fidelity Adversarial Vocoder with Temporal Adaptive Normalization
| Ahmed MustafaNicola PiaGuillaume Fuchs
2020-11-03
Sound Natural: Content Rephrasing in Dialog Systems
Arash EinolghozatiAnchit GuptaKeith DiedrickSonal Gupta
2020-11-03
QMUL-SDS @ SardiStance: Leveraging Network Interactions to Boost Performance on Stance Detection using Knowledge Graphs
Rabab AlkhalifaArkaitz Zubiaga
2020-11-02
Time Series Forecasting with Stacked Long Short-Term Memory Networks
Frank Xiao
2020-11-02
Using a Bi-directional LSTM Model with Attention Mechanism trained on MIDI Data for Generating Unique Music
Ashish RanjanVarun Nagesh Jolly BeheraMotahar Reza
2020-11-02
Deep Diacritization: Efficient Hierarchical Recurrence for Improved Arabic Diacritization
| Badr AlKhamissiMuhammad N. ElNokrashyMohamed Gabr
2020-11-01
Creating cloud-free satellite imagery from image time series with deep learning
Stefan OehmckeTzu Hsin Karen ChenAlexander V PrishchepovFabian Gieseke
2020-11-01
Spatio-Temporal Forecasting With Gridded Remote Sensing Data Using Feed-Backward Decoding
Mário CardosoJacinto EstimaBruno Martins
2020-11-01
NLCA-Net v2 for Stereo Matching in ECCV'20 Robust Vision Challenge
Zhibo RaoMingyi HeBo LiRenjie He
2020-11-01
Rumor Detection on Twitter Using Multiloss Hierarchical BiLSTM with an Attenuation Factor
Yudianto SujanaJiawen LiHung-Yu Kao
2020-10-31
Pseudo Random Number Generation through Reinforcement Learning and Recurrent Neural Networks
| Luca PasqualiniMaurizio Parton
2020-10-31
Exploring Dynamic Context for Multi-path Trajectory Prediction
| Hao ChengWentong LiaoXuejiao TangMichael Ying YangMonika SesterBodo Rosenhahn
2020-10-30
DeepWay: A Deep Learning Estimator for Unmanned Ground Vehicle Global Path Planning
Vittorio MazziaFrancesco SalvettiDiego AghiMarcello Chiaberge
2020-10-30
Memory Attentive Fusion: External Language Model Integration for Transformer-based Sequence-to-Sequence Model
Mana IhoriRyo MasumuraNaoki MakishimaTomohiro TanakaAkihiko TakashimaShota Orihashi
2020-10-29
AutoPrompt: Eliciting Knowledge from Language Models with Automatically Generated Prompts
Taylor ShinYasaman RazeghiRobert L. Logan IVEric WallaceSameer Singh
2020-10-29
Genetic U-Net: Automatically Designing Lightweight U-shaped CNN Architectures Using the Genetic Algorithm for Retinal Vessel Segmentation
Jiahong WeiZhun Fan
2020-10-29
A Deep Convolutional Neural Network Applied to Ship Detection and Classification
Mikael StrauhsAntonio Rafael Paulino de LiraRamiro Fernandes RamosJoão Vitor Marques de Oliveira MoitaSeverino Virgínio Martins NetoJean-David Caprace
2020-10-29
Multiple Trajectory Prediction with Deep Temporal and Spatial Convolutional Neural Networks
Jan StrohbeckVasileios BelagiannisJohannes MullerMarcel SchreiberMartin HerrmannDaniel Wolf and Michael Buchholz
2020-10-29
Seq2Mol: Automatic design of de novo molecules conditioned by the target protein sequences through deep neural networks
Ahmadreza GhanbarpourMarkus A. Lill
2020-10-29
A Chinese Text Classification Method With Low Hardware Requirement Based on Improved Model Concatenation
Yuanhao Zhuo
2020-10-28
SigNet: An Advanced Deep Learning Framework for Radio Signal Classification
Zhuangzhi ChenHui CuiJingyang XiangKunfeng QiuLiang HuangShilian ZhengShichuan ChenQi XuanXiaoniu Yang
2020-10-28
Parallel waveform synthesis based on generative adversarial networks with voicing-aware conditional discriminators
Ryuichi YamamotoEunwoo SongMin-Jae HwangJae-Min Kim
2020-10-27
To BERT or Not to BERT: Comparing Task-specific and Task-agnostic Semi-Supervised Approaches for Sequence Tagging
Kasturi BhattacharjeeMiguel BallesterosRishita AnubhaiSmaranda MuresanJie MaFaisal LadhakYaser Al-Onaizan
2020-10-27
Transformer in action: a comparative study of transformer-based acoustic models for large scale speech recognition applications
Yongqiang WangYangyang ShiFrank ZhangChunyang WuJulian ChanChing-Feng YehAlex Xiao
2020-10-27
Reading Between the Lines: Exploring Infilling in Visual Narratives
Khyathi Raghavi ChanduRuo-Ping DongAlan Black
2020-10-26
T$^2$-Net: A Semi-supervised Deep Model for Turbulence Forecasting
Denghui ZhangYanchi LiuWei ChengBo ZongJingchao NiZhengzhang ChenHaifeng ChenHui Xiong
2020-10-26
Video-based Facial Expression Recognition using Graph Convolutional Networks
Daizong LiuHongting ZhangPan Zhou
2020-10-26
Deep Sequential Learning for Cervical Spine Fracture Detection on Computed Tomography Imaging
Hojjat SalehinejadEdward HoHui-Ming LinPriscila CrivellaroOleksandra SamorodovaMonica Tafur ArciniegasZamir MeraliSuradech SuthiphosuwanAditya BharathaKristen YeomMuhammad MamdaniJefferson WilsonErrol Colak
2020-10-26
Satellite Image Small Target Application Based on Deep Segmented Residual Neural Network
Zikang WeiYunqing Liu
2020-10-26
Approximating Aggregated SQL Queries With LSTM Networks
Nir RegevLior RokachAsaf Shabtai
2020-10-25
Transgender Community Sentiment Analysis from Social Media Data: A Natural Language Processing Approach
Mengzhe LiYudan WangYing ZhaoZhixiang Li
2020-10-25
Recurrent Neural Based Electricity Load Forecasting of G-20 Members
Jaymin SuhagiyaDeep RavalSiddhi Vinayak PandeyJeet PatelAyushi GuptaAkshay Srivastava
2020-10-24
Keyphrase Extraction with Dynamic Graph Convolutional Networks and Diversified Inference
Haoyu ZhangDingkun LongGuangwei XuPengjun XieFei HuangJi Wang
2020-10-24
Hierarchical Transformer for Task Oriented Dialog Systems
| Bishal SantraPotnuru AnushaPawan Goyal
2020-10-24
Any-to-One Sequence-to-Sequence Voice Conversion using Self-Supervised Discrete Speech Representations
Wen-Chin HuangYi-Chiao WuTomoki HayashiTomoki Toda
2020-10-23
Knowledge Graph Based Synthetic Corpus Generation for Knowledge-Enhanced Language Model Pre-training
| Oshin AgarwalHeming GeSiamak ShakeriRami Al-Rfou
2020-10-23
BARThez: a Skilled Pretrained French Sequence-to-Sequence Model
| Moussa Kamal EddineAntoine J. -P. TixierMichalis Vazirgiannis
2020-10-23
Applying Occam's Razor to Transformer-Based Dependency Parsing: What Works, What Doesn't, and What is Really Necessary
| Stefan GrünewaldAnnemarie FriedrichJonas Kuhn
2020-10-23
slimIPL: Language-Model-Free Iterative Pseudo-Labeling
Tatiana LikhomanenkoQiantong XuJacob KahnGabriel SynnaeveRonan Collobert
2020-10-22
Prediction of Rainfall in Rajasthan, India using Deep and Wide Neural Network
Vikas BajpaiAnukriti BansalKshitiz VermaSanjay Agarwal
2020-10-22
Developing Real-time Streaming Transformer Transducer for Speech Recognition on Large-scale Dataset
Xie ChenYu WuZhenghao WangShujie LiuJinyu Li
2020-10-22
Learnability and Complexity of Quantum Samples
| Murphy Yuezhen NiuAndrew M. DaiLi LiAugustus OdenaZhengli ZhaoVadim SmelyanskyiHartmut NevenSergio Boixo
2020-10-22
Prediction of Temperature and Rainfall in Bangladesh using Long Short Term Memory Recurrent Neural Networks
Mohammad Mahmudur Rahman KhanMd. Abu Bakr SiddiqueShadman SakibAnas AzizIhtyaz Kader TasawarZiad Hossain
2020-10-22
Stock Price Prediction Using CNN and LSTM-Based Deep Learning Models
Sidra MehtabJaydip Sen
2020-10-22
Urban Sound Classification : striving towards a fair comparison
| Augustin ArnaultBaptiste HanssensNicolas Riche
2020-10-22
Gender Prediction Based on Vietnamese Names with Machine Learning Techniques
Huy Quoc ToKiet Van NguyenNgan Luu-Thuy NguyenAnh Gia-Tuan Nguyen
2020-10-21
ProphetNet-Ads: A Looking Ahead Strategy for Generative Retrieval Models in Sponsored Search Engine
Weizhen QiYeyun GongYu YanJian JiaoBo ShaoRuofei ZhangHouqiang LiNan DuanMing Zhou
2020-10-21
Emformer: Efficient Memory Transformer Based Acoustic Model For Low Latency Streaming Speech Recognition
Yangyang ShiYongqiang WangChunyang WuChing-Feng YehJulian ChanFrank ZhangDuc LeMike Seltzer
2020-10-21
An Investigation of the Relation Between Grapheme Embeddings and Pronunciation for Tacotron-based Systems
Antoine PerquinErica CooperJunichi Yamagishi
2020-10-21
Learning Speaker Embedding from Text-to-Speech
| Jaejin ChoPiotr ZelaskoJesus VillalbaShinji WatanabeNajim Dehak
2020-10-21
Deep Hash Embedding for Large-Vocab Categorical Feature Representations
Wang-Cheng KangDerek Zhiyuan ChengTiansheng YaoXinyang YiTing ChenLichan HongEd H. Chi
2020-10-21
Micro CT Image-Assisted Cross Modality Super-Resolution of Clinical CT Images Utilizing Synthesized Training Dataset
Tong ZhengHirohisa ODAMasahiro OdaShota NAKAMURAMasaki MORIHirotsugu TAKABATAKEHiroshi NATORIKensaku MORI
2020-10-20
Smooth activations and reproducibility in deep networks
Gil I. ShamirDong LinLorenzo Coviello
2020-10-20
Attention Augmented ConvLSTM for Environment Prediction
| Bernard LangeMasha ItkinaMykel J. Kochenderfer
2020-10-19
MCGKT-Net: Multi-level Context Gating Knowledge Transfer Network for Single Image Deraining
Kohei YamamichiXian-Hua Han
2020-10-19
A Backbone Replaceable Fine-tuning Framework for Stable Face Alignment
Xu sunZhenfeng FanZihao ZhangYingjie GuoShihong Xia
2020-10-19
Unsupervised Natural Language Inference via Decoupled Multimodal Contrastive Learning
Wanyun CuiGuangyu ZhengWei Wang
2020-10-16
Latent Vector Recovery of Audio GANs
Andrew KeyesNicky BayatVahid Reza KhazaieYalda Mohsenzadeh
2020-10-16
Few-shot model-based adaptation in noisy conditions
Karol ArndtAli GhadirzadehMurtaza HazaraVille Kyrki
2020-10-16
Parsimonious Quantile Regression of Financial Asset Tail Dynamics via Sequential Learning
Xing YanWeizhong ZhangLin MaWei LiuQi Wu
2020-10-16
Evaluating Attribution Methods using White-Box LSTMs
| Yiding Hao
2020-10-16
Prediction-Based GNSS Spoofing Attack Detection for Autonomous Vehicles
Sagar DasguptaMizanur RahmanMhafuzul IslamMashrur Chowdhury
2020-10-16
Understanding Neural Abstractive Summarization Models via Uncertainty
| Jiacheng XuShrey DesaiGreg Durrett
2020-10-15
Rainfall-Runoff Prediction at Multiple Timescales with a Single Long Short-Term Memory Network
| Martin GauchFrederik KratzertDaniel KlotzGrey NearingJimmy LinSepp Hochreiter
2020-10-15
A Graph Neural Network based approach for detecting Suspicious Users on Online Social Media
Shakshi SharmaRajesh Sharma
2020-10-15
Semantic Label Smoothing for Sequence to Sequence Problems
Michal LukasikHimanshu JainAditya Krishna MenonSeungyeon KimSrinadh BhojanapalliFelix YuSanjiv Kumar
2020-10-15
A Learning Approach to Robot-Agnostic Force-Guided High Precision Assembly
Jieliang LuoHui Li
2020-10-15
Cooperative-Competitive Reinforcement Learning with History-Dependent Rewards
Keyang HeBikramjit BanerjeePrashant Doshi
2020-10-15
MAST: Multimodal Abstractive Summarization with Trimodal Hierarchical Attention
| Aman KhullarUdit Arora
2020-10-15
From Language to Language-ish: How Brain-Like is an LSTM's Representation of Nonsensical Language Stimuli?
Maryam HashemzadehGreta KaufeldMartha WhiteAndrea E. MartinAlona Fyshe
2020-10-14
Pagsusuri ng RNN-based Transfer Learning Technique sa Low-Resource Language
| Dan John Velasco
2020-10-13
Three-Dimensional Lip Motion Network for Text-Independent Speaker Recognition
Jianrong WangTong WuShanyu WangMei YuQiang FangJu ZhangLi Liu
2020-10-13
Interpreting Attention Models with Human Visual Attention in Machine Reading Comprehension
Ekta SoodSimon TannertDiego FrassinelliAndreas BullingNgoc Thang Vu
2020-10-13
Aspect-based Document Similarity for Research Papers
| Malte OstendorffTerry RuasTill BlumeBela GippGeorg Rehm
2020-10-13
Differential radial basis function network for sequence modelling
Kojo Sarfo GyamfiJames BruseyElena Gaura
2020-10-13
On the Complementary Nature of Knowledge Graph Embedding, Fine Grain Entity Types, and Language Modeling
| Rajat PatelFrancis Ferraro
2020-10-12
Smaller World Models for Reinforcement Learning
Jan RobineTobias UelwerStefan Harmeling
2020-10-12
Structural Supervision Improves Few-Shot Learning and Syntactic Generalization in Neural Language Models
Ethan WilcoxPeng QianRichard FutrellRyosuke KohitaRoger LevyMiguel Ballesteros
2020-10-12
Improving Compositional Generalization in Semantic Parsing
| Inbar OrenJonathan HerzigNitish GuptaMatt GardnerJonathan Berant
2020-10-12
Data Agnostic RoBERTa-based Natural Language to SQL Query Generation
| Debaditya PalHarsh SharmaKaustubh Chaudhari
2020-10-11
Unsupervised Distillation of Syntactic Information from Contextualized Word Representations
| Shauli RavfogelYanai ElazarJacob GoldbergerYoav Goldberg
2020-10-11
A Deep Learning Framework for Predicting Digital Asset Price Movement from Trade-by-trade Data
Qi Zhao
2020-10-11
Automated Concatenation of Embeddings for Structured Prediction
| Xinyu WangYong JiangNguyen BachTao WangZhongqiang HuangFei HuangKewei Tu
2020-10-10
A Model Compression Method with Matrix Product Operators for Speech Enhancement
Xingwei SunZe-Feng GaoZhong-Yi LuJunfeng LiYonghong Yan
2020-10-10
Asset Price Forecasting using Recurrent Neural Networks
| Hamed Vaheb
2020-10-10
Recurrent babbling: evaluating the acquisition of grammar from limited input data
Ludovica PannittoAurélie Herbelot
2020-10-09
Examining the Ordering of Rhetorical Strategies in Persuasive Requests
| Omar ShaikhJiaao ChenJon Saad-FalconDuen Horng ChauDiyi Yang
2020-10-09
Identifying Risk of Opioid Use Disorder for Patients Taking Opioid Medications with Deep Learning
Xinyu DongJianyuan DengSina RashidianKayley Abell-HartWei HouRichard N RosenthalMary SaltzJoel SaltzFusheng Wang
2020-10-09
gundapusunil at SemEval-2020 Task 8: Multimodal Memotion Analysis
Sunil GundapuRadhika Mamidi
2020-10-09
A Survey of Knowledge-Enhanced Text Generation
| Wenhao YuChenguang ZhuZaitang LiZhiting HuQingyun WangHeng JiMeng Jiang
2020-10-09
gundapusunil at SemEval-2020 Task 9: Syntactic Semantic LSTM Architecture for SENTIment Analysis of Code-MIXed Data
Sunil GundapuRadhika Mamidi
2020-10-09
Baseline System of Voice Conversion Challenge 2020 with Cyclic Variational Autoencoder and Parallel WaveGAN
| Patrick Lumban TobingYi-Chiao WuTomoki Toda
2020-10-09
The NU Voice Conversion System for the Voice Conversion Challenge 2020: On the Effectiveness of Sequence-to-sequence Models and Autoregressive Neural Vocoders
Wen-Chin HuangPatrick Lumban TobingYi-Chiao WuKazuhiro KobayashiTomoki Toda
2020-10-09
Retrieve and Refine: Exemplar-based Neural Comment Generation
| Bolin WeiYongmin LiGe LiXin XiaZhi Jin
2020-10-09
Grid Tagging Scheme for Aspect-oriented Fine-grained Opinion Extraction
| Zhen WuChengcan YingFei ZhaoZhifang FanXinyu DaiRui Xia
2020-10-09
Explaining Clinical Decision Support Systems in Medical Imaging using Cycle-Consistent Activation Maximization
Alexander KatzmannOliver TaubmannStephen AhmadAlexander MühlbergMichael SühlingHorst-Michael Groß
2020-10-09
Meta Graph Attention on Heterogeneous Graph with Node-Edge Co-evolution
Yucheng LinHuiting HongXiaoqing YangXiaodi YangPinghua GongJieping Ye
2020-10-09
AICov: An Integrative Deep Learning Framework for COVID-19 Forecasting with Population Covariates
Geoffrey C. FoxGregor von LaszewskiFugang WangSaumyadipta Pyne
2020-10-08
Evaluating the Effectiveness of Efficient Neural Architecture Search for Sentence-Pair Tasks
Ansel MacLaughlinJwala DhamalaAnoop KumarSriram VenkatapathyRagav VenkatesanRahul Gupta
2020-10-08
Masked ELMo: An evolution of ELMo towards fully contextual RNN language models
Gregory SenayEmmanuelle Salin
2020-10-08
PoinT-5: Pointer Network and T-5 based Financial NarrativeSummarisation
Abhishek Singh
2020-10-08
Non-Attentive Tacotron: Robust and Controllable Neural TTS Synthesis Including Unsupervised Duration Modeling
Jonathan ShenYe JiaMike ChrzanowskiYu ZhangIsaac EliasHeiga ZenYonghui Wu
2020-10-08
Recurrent convolutional neural network for the surrogate modeling of subsurface flow simulation
Hyung Jun YangTimothy YeoJaewoo An
2020-10-08
R-MnasNet: Reduced MnasNet for Computer Vision
Prasham ShahMohamed El-Sharkawy
2020-10-08
RealSmileNet: A Deep End-To-End Network for Spontaneous and Posed Smile Recognition
Yan YangMd Zakir HossainTom GedeonShafin Rahman
2020-10-07
ELMo and BERT in semantic change detection for Russian
Julia RodinaYuliya TrofimovaAndrey KutuzovEkaterina Artemova
2020-10-07
Improving the Efficiency of Grammatical Error Correction with Erroneous Span Detection and Correction
Mengyun ChenTao GeXingxing ZhangFuru WeiMing Zhou
2020-10-07
Improving Context Modeling in Neural Topic Segmentation
Linzi XingBrad HackinenGiuseppe CareniniFrancesco Trebbi
2020-10-07
Theedhum Nandrum@Dravidian-CodeMix-FIRE2020: A Sentiment Polarity Classifier for YouTube Comments with Code-switching between Tamil, Malayalam and English
| BalaSundaraRaman LakshmananSanjeeth Kumar Ravindranath
2020-10-07
Where Are the Facts? Searching for Fact-checked Information to Alleviate the Spread of Fake News
| Nguyen VoKyumin Lee
2020-10-07
Tackling the Low-resource Challenge for Canonical Segmentation
Manuel MagerÖzlem ÇetinoğluKatharina Kann
2020-10-06
COD3S: Diverse Generation with Discrete Semantic Signatures
| Nathaniel WeirJoão SedocBenjamin Van Durme
2020-10-06
Joint Turn and Dialogue level User Satisfaction Estimation on Multi-Domain Conversations
Praveen Kumar BodigutlaAditya TiwariJosep Valls VargasLazaros PolymenakosSpyros Matsoukas
2020-10-06
The Sequence-to-Sequence Baseline for the Voice Conversion Challenge 2020: Cascading ASR and TTS
| Wen-Chin HuangTomoki HayashiShinji WatanabeTomoki Toda
2020-10-06
LSTMs Compose (and Learn) Bottom-Up
Naomi SaphraAdam Lopez
2020-10-06
Neurally Augmented ALISTA
| Freya BehrensJonathan SauderPeter Jung
2020-10-05
Gauravarora@HASOC-Dravidian-CodeMix-FIRE2020: Pre-training ULMFiT on Synthetically Generated Code-Mixed Data for Hate Speech Detection
Gaurav Arora
2020-10-05
Deep Reinforcement Learning for Electric Vehicle Routing Problem with Time Windows
Bo LinBissan GhaddarJatin Nathwani
2020-10-05
Improving AMR Parsing with Sequence-to-Sequence Pre-training
| Dongqin XuJunhui LiMuhua ZhuMin ZhangGuodong Zhou
2020-10-05
On the Universality of the Double Descent Peak in Ridgeless Regression
| David Holzmüller
2020-10-05
LEGAN: Disentangled Manipulation of Directional Lighting and Facial Expressions by Leveraging Human Perceptual Judgements
Sandipan BanerjeeAjjen JoshiPrashant MahajanSneha BhattacharyaSurvi KyalTaniya Mishra
2020-10-04
DoubleEnsemble: A New Ensemble Method Based on Sample Reweighting and Feature Selection for Financial Data Analysis
Chuheng ZhangYuanqi LiXi ChenYifei JinPingzhong TangJian Li
2020-10-03
Analysis of three dimensional potential problems in non-homogeneous media with deep learning based collocation method
Hongwei GuoXiaoying ZhuangXiaoyu MengTimon Rabczuk
2020-10-03
Time Matters: Time-Aware LSTMs for Predictive Business Process Monitoring
| An NguyenSrijeet ChatterjeeSven WeinzierlLeo SchwinnMartin MatznerBjoern Eskofier
2020-10-02
Cycle-Consistent Adversarial Autoencoders for Unsupervised Text Style Transfer
Yufang HuangWentao ZhuDeyi XiongYiye ZhangChangjian HuFeiyu Xu
2020-10-02
How LSTM Encodes Syntax: Exploring Context Vectors and Semi-Quantization on Natural Text
Chihiro ShibataKei UchiumiDaichi Mochihashi
2020-10-01
Learning Variational Word Masks to Improve the Interpretability of Neural Text Classifiers
| Hanjie ChenYangfeng Ji
2020-10-01
Tabular GANs for uneven distribution
| Insaf Ashrapov
2020-10-01
Predictive spectral analysis using an end-to-end deep model from hyperspectral images for high-throughput plant phenotyping
Tanzeel RehmanDongdong MaLiangju WangLibo ZhangJian Jin
2020-10-01
A Deep Learning Framework for COVID Outbreak Prediction
NeerajJimson MathewRanjan Kumar BeheraZenin Easa Panthakkalakath
2020-09-30
Transfer Learning from Monolingual ASR to Transcription-free Cross-lingual Voice Conversion
| Che-Jui Chang
2020-09-30
Rain-Code Fusion : Code-to-code ConvLSTM Forecasting Spatiotemporal Precipitation
Takato YasunoAkira IshiiMasazumi Amakata
2020-09-30
Real-time Implementation of RMNv2 Classifier in NXP Bluebox 2.0 and NXP i.MX RT1060
Maneesh AyiMohamed El-Sharkawy
2020-09-30
Learning to Compress Videos without Computing Motion
Meixu ChenTodd GoodallAnjul PatneyAlan C. Bovik
2020-09-29
Align-RUDDER: Learning From Few Demonstrations by Reward Redistribution
| Vihang P. PatilMarkus HofmarcherMarius-Constantin DinuMatthias DorferPatrick M. BliesJohannes BrandstetterJose A. Arjona-MedinaSepp Hochreiter
2020-09-29
Sequence-to-Sequence Learning for Indonesian Automatic Question Generator
| Ferdiant Joshua MuisAyu Purwarianti
2020-09-29
A Simple and Efficient Ensemble Classifier Combining Multiple Neural Network Models on Social Media Datasets in Vietnamese
Huy Duc HuynhHang Thi-Thuy DoKiet Van NguyenNgan Luu-Thuy Nguyen
2020-09-28
Fancy Man Lauches Zippo at WNUT 2020 Shared Task-1: A Bert Case Model for Wet Lab Entity Extraction
Haoding MengQingcheng ZengXiaoyang FangZhexin Liang
2020-09-28
Detecting soccer balls with reduced neural networks: a comparison of multiple architectures under constrained hardware scenarios
| Douglas De Rizzo MeneghettiThiago Pedro Donadon HomemJonas Henrique Renolfi de OliveiraIsaac Jesus da SilvaDanilo Hernani PericoReinaldo Augusto da Costa Bianchi
2020-09-28
Conversational Semantic Parsing
Armen AghajanyanJean MaillardAkshat ShrivastavaKeith DiedrickMike HaegerHaoran LiYashar MehdadVes StoyanovAnuj KumarMike LewisSonal Gupta
2020-09-28
Early Detection of Parkinson Disease using Deep Neural Networks on Gait Dynamics
Lerina AversanoMario Luca BernardiMarta CimitileRiccardo Pecori
2020-09-28
Multi-timescale Representation Learning in LSTM Language Models
Shivangi MahtoVy A. VoJavier S. TurekAlexander G. Huth
2020-09-27
Metaphor Detection using Deep Contextualized Word Embeddings
Shashwat AggarwalRamesh Singh
2020-09-26
Developing FB Chatbot Based on Deep Learning Using RASA Framework for University Enquiries
| Yurio WindiatmokoAhmad Fathan HidayatullahRidho Rahmadi
2020-09-25
Focus-Constrained Attention Mechanism for CVAE-based Response Generation
| Zhi CuiYan-ran LiJiayi ZhangJianwei CuiChen WeiBin Wang
2020-09-25
MinTL: Minimalist Transfer Learning for Task-Oriented Dialogue Systems
| Zhaojiang LinAndrea MadottoGenta Indra WinataPascale Fung
2020-09-25
Deep multi-stations weather forecasting: explainable recurrent convolutional neural networks
| Ismail Alaoui AbdellaouiSiamak Mehrkanoon
2020-09-23
Triple-GAN with Variable Fractional Order Gradient Descent Method and Mish Activation Function
Cancan YangZan YangShan LiaoZheming HongWei Nai
2020-09-23
Spatial-Temporal Block and LSTM Network for Pedestrian Trajectories Prediction
Xiong Dan
2020-09-22
An Experimental Study of Weight Initialization and Weight Inheritance Effects on Neuroevolution
Zimeng LyuAbdElRahman ElSaidJoshua KarnsMohamed MkaouerTravis Desell
2020-09-21
Multitask Pointer Network for Multi-Representational Parsing
| Daniel Fernández-GonzálezCarlos Gómez-Rodríguez
2020-09-21
Detecting Acoustic Events Using Convolutional Macaron Net
Teck Kai ChanCheng Siong Chin
2020-09-21
Unsupervised Anomaly Detection on Temporal Multiway Data
Duc NguyenPhuoc NguyenKien DoSantu RanaSunil GuptaTruyen Tran
2020-09-20
Stock Price Prediction Using Machine Learning and LSTM-Based Deep Learning Models
Sidra MehtabJaydip SenAbhishek Dutta
2020-09-20
Vicomtech at eHealth-KD Challenge 2020: Deep End-to-End Model for Entity and Relation Extraction in Medical Text
Aitor García-PablosNaiara PerezMontse Cuadros and Elena Zotova
2020-09-20
Towards Computational Linguistics in Minangkabau Language: Studies on Sentiment Analysis and Machine Translation
| Fajri KotoIkhwan Koto
2020-09-19
A deep learning-based approach for the automated surface inspection of copper clad laminate images
Xiaoqing ZhengJie ChenHongcheng WangSong ZhengYaguang Kong
2020-09-19
Knowledge-based Radiation Treatment Planning: A Data-driven Method Survey
Shadab MominYabo FuYang LeiJustin RoperJeffrey D. BradleyWalter J. CurranTian LiuXiaofeng Yang
2020-09-18

Tasks

TASK PAPERS SHARE
Language Modelling 32 5.03%
Time Series 26 4.09%
Object Detection 22 3.46%
Sentiment Analysis 21 3.30%
Image Classification 16 2.52%
Text Classification 15 2.36%
Speech Recognition 12 1.89%
Machine Translation 11 1.73%
Semantic Segmentation 9 1.42%

Components

COMPONENT TYPE
🤖 No Components Found You can add them if they exist; e.g. Mask R-CNN uses RoIAlign

Categories