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Saliency Guided Inter- and Intra-Class Relation Constraints for Weakly Supervised Semantic Segmentation



Tao Chen , Yazhou Yao , Lei Zhang , Qiong Wang , Guo-Sen Xie , Fumin Shen

* TMM2022, 11 pages, 5 figures 

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Rethinking Saliency Map: An Context-aware Perturbation Method to Explain EEG-based Deep Learning Model



Hanqi Wang , Xiaoguang Zhu , Tao Chen , Chengfang Li , Liang Song


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HandoverSim: A Simulation Framework and Benchmark for Human-to-Robot Object Handovers



Yu-Wei Chao , Chris Paxton , Yu Xiang , Wei Yang , Balakumar Sundaralingam , Tao Chen , Adithyavairavan Murali , Maya Cakmak , Dieter Fox

* Accepted to ICRA 2022 

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Rapid Locomotion via Reinforcement Learning



Gabriel B Margolis , Ge Yang , Kartik Paigwar , Tao Chen , Pulkit Agrawal

* Accepted for publication at Robotics: Science and Systems (RSS) 2022 

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On Parametric Optimal Execution and Machine Learning Surrogates



Tao Chen , Mike Ludkovski , Moritz Voß

* 29 pages, 6 figures. Github repo at https://github.com/moritz-voss/Parametric_Optimal_Execution_ML 

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ED2LM: Encoder-Decoder to Language Model for Faster Document Re-ranking Inference



Kai Hui , Honglei Zhuang , Tao Chen , Zhen Qin , Jing Lu , Dara Bahri , Ji Ma , Jai Prakash Gupta , Cicero Nogueira dos Santos , Yi Tay , Don Metzler

* Findings of ACL 2022 

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TopFormer: Token Pyramid Transformer for Mobile Semantic Segmentation



Wenqiang Zhang , Zilong Huang , Guozhong Luo , Tao Chen , Xinggang Wang , Wenyu Liu , Gang Yu , Chunhua Shen

* To Appear at CVPR 2022 

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Does Configuration Encoding Matter in Learning Software Performance? An Empirical Study on Encoding Schemes



Jingzhi Gong , Tao Chen

* 13 pages, accepted by MSR2022 

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Topological Experience Replay



Zhang-Wei Hong , Tao Chen , Yen-Chen Lin , Joni Pajarinen , Pulkit Agrawal


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