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Native Chinese Reader: A Dataset Towards Native-Level Chinese Machine Reading Comprehension



Shusheng Xu , Yichen Liu , Xiaoyu Yi , Siyuan Zhou , Huizi Li , Yi Wu

* 17 pages, 1 fiugres, accepted by NeurIPS 2021 Track on Datasets and Benchmarks 

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Weak-shot Semantic Segmentation by Transferring Semantic Affinity and Boundary



Siyuan Zhou , Li Niu , Jianlou Si , Chen Qian , Liqing Zhang

* 16 pages, 8 figures 

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PlasticineLab: A Soft-Body Manipulation Benchmark with Differentiable Physics



Zhiao Huang , Yuanming Hu , Tao Du , Siyuan Zhou , Hao Su , Joshua B. Tenenbaum , Chuang Gan

* Accepted to ICLR 2021 as a spotlight presentation. Project page: http://plasticinelab.csail.mit.edu/ 

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The ThreeDWorld Transport Challenge: A Visually Guided Task-and-Motion Planning Benchmark for Physically Realistic Embodied AI



Chuang Gan , Siyuan Zhou , Jeremy Schwartz , Seth Alter , Abhishek Bhandwaldar , Dan Gutfreund , Daniel L. K. Yamins , James J DiCarlo , Josh McDermott , Antonio Torralba , Joshua B. Tenenbaum

* Project page: http://tdw-transport.csail.mit.edu/ 

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Learning Task Decomposition with Ordered Memory Policy Network



Yuchen Lu , Yikang Shen , Siyuan Zhou , Aaron Courville , Joshua B. Tenenbaum , Chuang Gan


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From Pixel to Patch: Synthesize Context-aware Features for Zero-shot Semantic Segmentation



Zhangxuan Gu , Siyuan Zhou , Li Niu , Zihan Zhao , Liqing Zhang

* submitted to the TIP 

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Context-aware Feature Generation for Zero-shot Semantic Segmentation



Zhangxuan Gu , Siyuan Zhou , Li Niu , Zihan Zhao , Liqing Zhang

* Accepted by ACM MM 2020 

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Transferable Interactiveness Prior for Human-Object Interaction Detection



Yong-Lu Li , Siyuan Zhou , Xijie Huang , Liang Xu , Ze Ma , Hao-Shu Fang , Yan-Feng Wang , Cewu Lu

* 9 pages, 8 figures 

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