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Rethinking Noise Synthesis and Modeling in Raw Denoising


Oct 10, 2021
Yi Zhang, Hongwei Qin, Xiaogang Wang, Hongsheng Li

* ICCV2021 

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An In-depth Summary of Recent Artificial Intelligence Applications in Drug Design


Oct 10, 2021
Yi Zhang

* 26 pages, 6 figures, 3 tables, 253 references 

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Using Optimal Transport as Alignment Objective for fine-tuning Multilingual Contextualized Embeddings


Oct 06, 2021
Sawsan Alqahtani, Garima Lalwani, Yi Zhang, Salvatore Romeo, Saab Mansour

* EMNLP 2021 

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Multi-Task Pre-Training for Plug-and-Play Task-Oriented Dialogue System


Sep 29, 2021
Yixuan Su, Lei Shu, Elman Mansimov, Arshit Gupta, Deng Cai, Yi-An Lai, Yi Zhang


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Semantic Parsing in Task-Oriented Dialog with Recursive Insertion-based Encoder


Sep 09, 2021
Elman Mansimov, Yi Zhang


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End to end hyperspectral imaging system with coded compression imaging process


Sep 06, 2021
Hui Xie, Zhuang Zhao, Jing Han, Yi Zhang, Lianfa Bai, Jun Lu


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DU-GAN: Generative Adversarial Networks with Dual-Domain U-Net Based Discriminators for Low-Dose CT Denoising


Aug 24, 2021
Zhizhong Huang, Junping Zhang, Yi Zhang, Hongming Shan


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SALIENCE: An Unsupervised User Adaptation Model for Multiple Wearable Sensors Based Human Activity Recognition


Aug 17, 2021
Ling Chen, Yi Zhang, Sirou Zhu, Shenghuan Miao, Liangying Peng, Rong Hu, Mingqi Lv


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Team Power and Hierarchy: Understanding Team Success


Aug 09, 2021
Huimin Xu, Yi Bu, Meijun Liu, Chenwei Zhang, Mengyi Sun, Yi Zhang, Eric Meyer, Eduardo Salas, Ying Ding


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


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

* 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

* 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

* 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

* 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

* 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

* 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

* 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

* 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

* 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

* 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

* 5 pages. submitted to Interspeech 2021 

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