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CodedVTR: Codebook-based Sparse Voxel Transformer with Geometric Guidance



Tianchen Zhao , Niansong Zhang , Xuefei Ning , He Wang , Li Yi , Yu Wang

* Published at CVPR2022 

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Multi-shot NAS for Discovering Adversarially Robust Convolutional Neural Architectures at Targeted Capacities



Xuefei Ning , Junbo Zhao , Wenshuo Li , Tianchen Zhao , Huazhong Yang , Yu Wang

* 9 pages, 8 pages appendices 

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BARS: Joint Search of Cell Topology and Layout for Accurate and Efficient Binary ARchitectures



Tianchen Zhao , Xuefei Ning , Songyi Yang , Shuang Liang , Peng Lei , Jianfei Chen , Huazhong Yang , Yu Wang


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Learning to Recognize Patch-Wise Consistency for Deepfake Detection



Tianchen Zhao , Xiang Xu , Mingze Xu , Hui Ding , Yuanjun Xiong , Wei Xia

* 13 pages, 7 figures 

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aw_nas: A Modularized and Extensible NAS framework



Xuefei Ning , Changcheng Tang , Wenshuo Li , Songyi Yang , Tianchen Zhao , Niansong Zhang , Tianyi Lu , Shuang Liang , Huazhong Yang , Yu Wang


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Meta Variational Monte Carlo



Tianchen Zhao , James Stokes , Oliver Knitter , Brian Chen , Shravan Veerapaneni

* To appear at the Third Workshop on Machine Learning and the Physical Sciences (NeurIPS 2020) 

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A Surgery of the Neural Architecture Evaluators



Xuefei Ning , Wenshuo Li , Zixuan Zhou , Tianchen Zhao , Yin Zheng , Shuang Liang , Huazhong Yang , Yu Wang


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