no code implementations • 3 Apr 2024 • Jing Liang, Zhuo Deng, Zheming Zhou, Omid Ghasemalizadeh, Dinesh Manocha, Min Sun, Cheng-Hao Kuo, Arnie Sen
We present a novel end-to-end algorithm (PoCo) for the indoor RGB-D place recognition task, aimed at identifying the most likely match for a given query frame within a reference database.
no code implementations • 15 Feb 2024 • Xiyang Wu, Ruiqi Xian, Tianrui Guan, Jing Liang, Souradip Chakraborty, Fuxiao Liu, Brian Sadler, Dinesh Manocha, Amrit Singh Bedi
However, such integration can introduce significant vulnerabilities, in terms of their susceptibility to adversarial attacks due to the language models, potentially leading to catastrophic consequences.
no code implementations • 8 Feb 2024 • Kelly Payette, Céline Steger, Roxane Licandro, Priscille de Dumast, Hongwei Bran Li, Matthew Barkovich, Liu Li, Maik Dannecker, Chen Chen, Cheng Ouyang, Niccolò McConnell, Alina Miron, Yongmin Li, Alena Uus, Irina Grigorescu, Paula Ramirez Gilliland, Md Mahfuzur Rahman Siddiquee, Daguang Xu, Andriy Myronenko, Haoyu Wang, Ziyan Huang, Jin Ye, Mireia Alenyà, Valentin Comte, Oscar Camara, Jean-Baptiste Masson, Astrid Nilsson, Charlotte Godard, Moona Mazher, Abdul Qayyum, Yibo Gao, Hangqi Zhou, Shangqi Gao, Jia Fu, Guiming Dong, Guotai Wang, ZunHyan Rieu, HyeonSik Yang, Minwoo Lee, Szymon Płotka, Michal K. Grzeszczyk, Arkadiusz Sitek, Luisa Vargas Daza, Santiago Usma, Pablo Arbelaez, Wenying Lu, WenHao Zhang, Jing Liang, Romain Valabregue, Anand A. Joshi, Krishna N. Nayak, Richard M. Leahy, Luca Wilhelmi, Aline Dändliker, Hui Ji, Antonio G. Gennari, Anton Jakovčić, Melita Klaić, Ana Adžić, Pavel Marković, Gracia Grabarić, Gregor Kasprian, Gregor Dovjak, Milan Rados, Lana Vasung, Meritxell Bach Cuadra, Andras Jakab
The FeTA Challenge 2022 was able to successfully evaluate and advance generalizability of multi-class fetal brain tissue segmentation algorithms for MRI and it continues to benchmark new algorithms.
no code implementations • 2 Feb 2024 • Hang Li, Tianlong Xu, Chaoli Zhang, Eason Chen, Jing Liang, Xing Fan, Haoyang Li, Jiliang Tang, Qingsong Wen
The recent surge in generative AI technologies, such as large language models and diffusion models, have boosted the development of AI applications in various domains, including science, finance, and education.
no code implementations • 10 Jan 2024 • Guangming Liu, Quanying Sun, Jing Liang, Qi Liu
In this paper, we propose a novel locally statistical variational active contour model based on I-divergence-TV denoising model, which hybrides geodesic active contour (GAC) model with active contours without edges (ACWE) model, and can be used to segment images corrupted by multiplicative gamma noise.
no code implementations • 19 Dec 2023 • Guangming Liu, Qi Liu, Jing Liang, Quanying Sun
In this paper, we propose a novel variational active contour model based on Aubert-Aujol (AA) denoising model, which hybrides geodesic active contour (GAC) model with active contours without edges (ACWE) model and can be used to segment images corrupted by multiplicative gamma noise.
no code implementations • 8 Dec 2023 • Guangming Liu, Qi Liu, Jing Liang
The second model is: we use a different splitting approach than one model to transform the global optimization model into a differentiable term and a general ROF model term, which can be solved by the same technique as the first model.
no code implementations • 14 Nov 2023 • Jingchen Ni, Haoru Li, Lilin Xu, Jing Liang
In this work, we propose a RepVGGA0-CWT detector, where RepVGG is a residual network that gains a high detection accuracy.
1 code implementation • 23 Jun 2023 • Jing Liang, Zhuo Hu, Zong-Wei Li, Kang-Jia Qiao, Wei-Feng Guo
Recent structural network control principles have introduced a new approach to discover PDTs by selecting an optimal set of driver genes in personalized gene interaction network (PGIN).
1 code implementation • ICCV 2023 • Tianrui Guan, Aswath Muthuselvam, Montana Hoover, Xijun Wang, Jing Liang, Adarsh Jagan Sathyamoorthy, Damon Conover, Dinesh Manocha
We present CrossLoc3D, a novel 3D place recognition method that solves a large-scale point matching problem in a cross-source setting.
Ranked #1 on 3D Place Recognition on CS-Campus3D
no code implementations • 13 Dec 2022 • Hanning Tang, Liusha Yang, Rui Zhou, Jing Liang, Hong Wei, Xuan Wang, Qingjiang Shi, Zhi-Quan Luo
Using artificial intelligent (AI) to re-design and enhance the current wireless communication system is a promising pathway for the future sixth-generation (6G) wireless network.
no code implementations • 5 Oct 2022 • Penghao Wu, Li Niu, Jing Liang, Liqing Zhang
Synthetic images created by image editing operations are prevalent, but the color or illumination inconsistency between the manipulated region and background may make it unrealistic.
1 code implementation • 30 Sep 2022 • Jing Liang, Li Niu, Penghao Wu, Fengjun Guo, Teng Long
Inharmonious region localization aims to localize the region in a synthetic image which is incompatible with surrounding background.
no code implementations • 19 Sep 2022 • Aaron M. Roth, Jing Liang, Ram Sriram, Elham Tabassi, Dinesh Manocha
Moreover, we present efficient policy distillation and tree-modification techniques that take advantage of the decision tree structure to allow improvements to a policy without retraining.
no code implementations • 10 Aug 2022 • Marvin Geiselhart, Ahmed Elkelesh, Jannis Clausius, Fei Liang, Wen Xu, Jing Liang, Stephan ten Brink
Finding optimal message quantization is a key requirement for low complexity belief propagation (BP) decoding.
1 code implementation • 11 Jul 2022 • Wenhua Li, Tao Zhang, Rui Wang, Jing Liang
Multimodal multi-objective problems (MMOPs) commonly arise in real-world problems where distant solutions in decision space correspond to very similar objective values.
1 code implementation • CVPR 2022 • Wenyan Cong, Xinhao Tao, Li Niu, Jing Liang, Xuesong Gao, Qihao Sun, Liqing Zhang
Conventional image harmonization methods learn global RGB-to-RGB transformation which could effortlessly scale to high resolution, but ignore diverse local context.
Ranked #3 on Image Harmonization on HAdobe5k(1024$\times$1024)
1 code implementation • 8 Aug 2021 • Jing Liang, Li Niu, Fengjun Guo, Teng Long, Liqing Zhang
In the refinement stage, we integrate multi-level features to improve the texture quality of watermarked area.
4 code implementations • 28 Jun 2021 • Li Niu, Wenyan Cong, Liu Liu, Yan Hong, Bo Zhang, Jing Liang, Liqing Zhang
We have also contributed the first image composition toolbox: libcom https://github. com/bcmi/libcom, which assembles 10+ image composition related functions (e. g., image blending, image harmonization, object placement, shadow generation, generative composition).
1 code implementation • 22 Apr 2021 • Aaron M. Roth, Jing Liang, Dinesh Manocha
In order to increase the reliability and handle the failure cases of the expert policy, we combine with a policy extraction technique to transform the resulting policy into a decision tree format.
1 code implementation • 19 Apr 2021 • Jing Liang, Li Niu, Liqing Zhang
The advance of image editing techniques allows users to create artistic works, but the manipulated regions may be incompatible with the background.
no code implementations • 4 Mar 2021 • Jing Liang, Wei Lin, Benrong Mu
Furthermore, we investigate similarities and differences between the Van der Waals fluid, the torus-like black hole and the charged AdS black holes for the expansion.
General Relativity and Quantum Cosmology
no code implementations • 27 Jan 2021 • Jing Liang, Xiaobo Guo, Benrong Mu
Recently, a new assumption was proposed in [Phys.
General Relativity and Quantum Cosmology
no code implementations • 25 Nov 2020 • Deheng Ye, Guibin Chen, Peilin Zhao, Fuhao Qiu, Bo Yuan, Wen Zhang, Sheng Chen, Mingfei Sun, Xiaoqian Li, Siqin Li, Jing Liang, Zhenjie Lian, Bei Shi, Liang Wang, Tengfei Shi, Qiang Fu, Wei Yang, Lanxiao Huang
Unlike prior attempts, we integrate the macro-strategy and the micromanagement of MOBA-game-playing into neural networks in a supervised and end-to-end manner.
1 code implementation • 19 Sep 2020 • Wenyan Cong, Li Niu, Jianfu Zhang, Jing Liang, Liqing Zhang
Therefore, we propose an image harmonization network with a novel domain code extractor and well-tailored triplet losses, which could capture the background domain information to guide the foreground harmonization.
Ranked #13 on Image Harmonization on iHarmony4
1 code implementation • 18 Sep 2020 • Yan Hong, Li Niu, Jianfu Zhang, Jing Liang, Liqing Zhang
In this work, we propose a novel Delta Generative Adversarial Network (DeltaGAN), which consists of a reconstruction subnetwork and a generation subnetwork.
no code implementations • 23 Apr 2020 • Jing Liang, Yi-Ling Qiao, Dinesh Manocha
Overall, our OF-VO algorithm using learning-based perception and model-based planning methods offers better performance than prior algorithms in terms of navigation time and success rate of collision avoidance.
Robotics
no code implementations • 19 Dec 2018 • Bin Wu, Qiang Fu, Jing Liang, Peng Qu, Xiaoqian Li, Liang Wang, Wei Liu, Wei Yang, Yongsheng Liu
In this paper, we propose a novel learning-based Hierarchical Macro Strategy model for mastering MOBA games, a sub-genre of RTS games.