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Yi Zhang

DR2L: Surfacing Corner Cases to Robustify Autonomous Driving via Domain Randomization Reinforcement Learning


Jul 25, 2021
Haoyi Niu, Jianming Hu, Zheyu Cui, Yi Zhang

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* 8 pages, 7 figures 
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ASOD60K: Audio-Induced Salient Object Detection in Panoramic Videos


Jul 24, 2021
Yi Zhang, Fang-Yi Chao, Ge-Peng Ji, Deng-Ping Fan, Lu Zhang, Ling Shao

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* 22 pages, 17 figures, 7 tables (Project Page: https://github.com/PanoAsh/ASOD60K) 
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Semi-Supervised Learning with Multi-Head Co-Training


Jul 10, 2021
Mingcai Chen, Yuntao Du, Yi Zhang, Shuwei Qian, Chongjun Wang

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Dizygotic Conditional Variational AutoEncoder for Multi-Modal and Partial Modality Absent Few-Shot Learning


Jun 28, 2021
Yi Zhang, Sheng Huang, Xi Peng, Dan Yang

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* 13 pages 
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Novelty Detection via Contrastive Learning with Negative Data Augmentation


Jun 18, 2021
Chengwei Chen, Yuan Xie, Shaohui Lin, Ruizhi Qiao, Jian Zhou, Xin Tan, Yi Zhang, Lizhuang Ma

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* IJCAI2021 
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Salient Object Ranking with Position-Preserved Attention


Jun 10, 2021
Hao Fang, Daoxin Zhang, Yi Zhang, Minghao Chen, Jiawei Li, Yao Hu, Deng Cai, Xiaofei He

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SHD360: A Benchmark Dataset for Salient Human Detection in 360° Videos


Jun 04, 2021
Yi Zhang, Lu Zhang, Jing Zhang, Kang Wang, Wassim Hamidouche, Olivier Deforges

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* 5 pages 
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Visual Question Rewriting for Increasing Response Rate


Jun 04, 2021
Jiayi Wei, Xilian Li, Yi Zhang, Xin Wang

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Alleviating the Knowledge-Language Inconsistency: A Study for Deep Commonsense Knowledge


May 31, 2021
Yi Zhang, Lei Li, Yunfang Wu, Qi Su, Xu Sun

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Multi-turn Dialog System on Single-turn Data in Medical Domain


May 27, 2021
Nazib Sorathiya, Chuan-An Lin, Daniel Chen Daniel Xiong, Scott Zin, Yi Zhang, He Sarina Yang, Sharon Xiaolei Huang

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Context-aware Cross-level Fusion Network for Camouflaged Object Detection


May 26, 2021
Yujia Sun, Geng Chen, Tao Zhou, Yi Zhang, Nian Liu

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* 7 pages, 4 figures. Accepted by IJCAI-2021 
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Learning Synergistic Attention for Light Field Salient Object Detection


May 16, 2021
Yi Zhang, Geng Chen, Qian Chen, Yujia Sun, Olivier Deforges, Wassim Hamidouche, Lu Zhang

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* 14 pages, 12 figures 
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One Network to Solve Them All: A Sequential Multi-Task Joint Learning Network Framework for MR Imaging Pipeline


May 14, 2021
Zhiwen Wang, Wenjun Xia, Zexin Lu, Yongqiang Huang, Yan Liu, Hu Chen, Jiliu Zhou, Yi Zhang

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* 9 pages, 3 figures 
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CMA-Net: A Cascaded Mutual Attention Network for Light Field Salient Object Detection


May 07, 2021
Yi Zhang, Lu Zhang, Wassim Hamidouche, Olivier Deforges

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* 5 pages, 4 figures, 2 tables 
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Regression Bugs Are In Your Model! Measuring, Reducing and Analyzing Regressions In NLP Model Updates


May 07, 2021
Yuqing Xie, Yi-an Lai, Yuanjun Xiong, Yi Zhang, Stefano Soatto

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* 13 pages, 3 figures, Accepted at ACL 2021 main conference 
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Deformable TDNN with adaptive receptive fields for speech recognition


Apr 30, 2021
Keyu An, Yi Zhang, Zhijian Ou

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* 5 pages. submitted to Interspeech 2021 
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Provably Convergent Learned Inexact Descent Algorithm for Low-Dose CT Reconstruction


Apr 27, 2021
Qingchao Zhang, Mehrdad Alvandipour, Wenjun Xia, Yi Zhang, Xiaojing Ye, Yunmei Chen

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Modeling Fuzzy Cluster Transitions for Topic Tracing


Apr 16, 2021
Xiaonan Jing, Yi Zhang, Qingyuan Hu, Julia Taylor Rayz

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* Accepted as full paper by NAFIPS'2021 
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Tracing Topic Transitions with Temporal Graph Clusters


Apr 16, 2021
Xiaonan Jing, Qingyuan Hu, Yi Zhang, Julia Taylor Rayz

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* Accepted as full paper by the 34th International FLAIRS Conference 
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IDOL-Net: An Interactive Dual-Domain Parallel Network for CT Metal Artifact Reduction


Apr 03, 2021
Tao Wang, Wenjun Xia, Zexin Lu, Huaiqiang Sun, Yan Liu, Hu Chen, Jiliu Zhou, Yi Zhang

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* 10 pages, 8 figures 
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PointShuffleNet: Learning Non-Euclidean Features with Homotopy Equivalence and Mutual Information


Mar 31, 2021
Linchao He, Mengting Luo, Dejun Zhang, Xiao Yang, Hu Chen, Yi Zhang

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* 15 pages 
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MANAS: Multi-Scale and Multi-Level Neural Architecture Search for Low-Dose CT Denoising


Mar 24, 2021
Zexin Lu, Wenjun Xia, Yongqiang Huang, Hongming Shan, Hu Chen, Jiliu Zhou, Yi Zhang

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Deep Distribution-preserving Incomplete Clustering with Optimal Transport


Mar 21, 2021
Mingjie Luo, Siwei Wang, Xinwang Liu, Wenxuan Tu, Yi Zhang, Xifeng Guo, Sihang Zhou, En Zhu

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* Data are provided at https://github.com/wangsiwei2010/Single-view-incomplete-datasets-for-deep-clustering 
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Rip van Winkle's Razor: A Simple Estimate of Overfit to Test Data


Feb 25, 2021
Sanjeev Arora, Yi Zhang

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ATCSpeechNet: A multilingual end-to-end speech recognition framework for air traffic control systems


Feb 17, 2021
Yi Lin, Bo Yang, Linchao Li, Dongyue Guo, Jianwei Zhang, Hu Chen, Yi Zhang

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* An improved work based on our previous Interspeech 2020 paper (https://isca-speech.org/archive/Interspeech_2020/pdfs/1020.pdf) 
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