no code implementations • 2 Jan 2024 • Parham Zilouchian Moghaddam, Mehdi Modarressi, Mohammad Amin Sadeghi
By employing the NU-Class Net, the video encoder within the video-capturing node can reduce output quality, thereby generating low-bit-rate videos and effectively curtailing both computation and bandwidth requirements at the edge.
1 code implementation • 28 Oct 2023 • Ali Javidani, Mohammad Amin Sadeghi, Babak Nadjar Araabi
To this end, we present a simple yet effective patch-matching algorithm that can find the corresponding patches across the augmented views.
no code implementations • 30 Apr 2022 • Mehdi Soleiman Nejad, Meysam Varasteh, Hadi Moradi, Mohammad Amin Sadeghi
In this work, by converting each user's interactions with items into a series of events and basing our architecture on Transformers, we try to enable the use of such a model that takes different types of events into account.
no code implementations • 13 Oct 2021 • Favyen Bastani, Songtao He, Satvat Jagwani, Mohammad Alizadeh, Hari Balakrishnan, Sanjay Chawla, Sam Madden, Mohammad Amin Sadeghi
To address this challenge, much work has studied automatically processing geospatial data sources such as GPS trajectories and satellite images to reduce the cost of maintaining digital maps.
no code implementations • 12 Sep 2021 • Meysam Varasteh, Mehdi Soleiman Nejad, Hadi Moradi, Mohammad Amin Sadeghi, Ahmad Kalhor
One of the main challenges in recommender systems is data sparsity which leads to high variance.
no code implementations • 1 Jan 2021 • Mohammad Amin Sadeghi, Shameem Parambath, Ji Lucas, Youssef Meguebli, Maguette Toure, Fawaz Al Qahtani, Ting Yu, Sanjay Chawla
Log files are files that record events, messages, or transactions.
no code implementations • ICCV 2021 • Songtao He, Mohammad Amin Sadeghi, Sanjay Chawla, Mohammad Alizadeh, Hari Balakrishnan, Samuel Madden
Traffic accidents cost about 3% of the world's GDP and are the leading cause of death in children and young adults.
1 code implementation • 28 Dec 2019 • Songtao He, Favyen Bastani, Satvat Jagwani, Edward Park, Sofiane Abbar, Mohammad Alizadeh, Hari Balakrishnan, Sanjay Chawla, Samuel Madden, Mohammad Amin Sadeghi
The usage of graph neural networks allows information propagation on the road network graph and eliminates the receptive field limitation of image classifiers.
no code implementations • 2 Oct 2019 • Favyen Bastani, Songtao He, Satvat Jagwani, Edward Park, Sofiane Abbar, Mohammad Alizadeh, Hari Balakrishnan, Sanjay Chawla, Sam Madden, Mohammad Amin Sadeghi
Through an evaluation on a large-scale dataset including satellite imagery, GPS trajectories, and ground-truth map data in forty cities, we show that Mapster makes automation practical for map editing, and enables the curation of map datasets that are more complete and up-to-date at less cost.
no code implementations • CVPR 2019 • Mohammad Mahdi Derakhshani, Saeed Masoudnia, Amir Hossein Shaker, Omid Mersa, Mohammad Amin Sadeghi, Mohammad Rastegari, Babak N. Araabi
We present a simple and effective learning technique that significantly improves mAP of YOLO object detectors without compromising their speed.
no code implementations • 11 Mar 2019 • Saeed Masoudnia, Omid Mersa, Babak N. Araabi, Abdol-Hossein Vahabie, Mohammad Amin Sadeghi, Majid Nili Ahmadabadi
We conducted two sets of experiments based on two different protocols of OSV, i. e., writer-dependent and writer-independent on three signature datasets: GPDS-Synthetic, MCYT, and UT-SIG.
1 code implementation • 28 May 2018 • Danial Maleki, Soheila Nadalian, Mohammad Mahdi Derakhshani, Mohammad Amin Sadeghi
For artifact removal, we input a JPEG image and try to remove its compression artifacts.
no code implementations • 29 Jan 2018 • Mohammad Amin Shabani, Laleh Samadfam, Mohammad Amin Sadeghi
We show that different locations in the image vibrate differently.
no code implementations • NeurIPS 2013 • Mohammad Amin Sadeghi, David Forsyth
Our procedure allows speed and accuracy to be traded off in two ways: by choosing the number of Vector Quantization levels, and by choosing to rescore windows or not.