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An Attention Free Transformer

May 28, 2021
Shuangfei Zhai, Walter Talbott, Nitish Srivastava, Chen Huang, Hanlin Goh, Ruixiang Zhang, Josh Susskind

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MetricOpt: Learning to Optimize Black-Box Evaluation Metrics

Apr 21, 2021
Chen Huang, Shuangfei Zhai, Pengsheng Guo, Josh Susskind

* CVPR 2021 (Oral), Supplementary Materials added 

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FASA: Feature Augmentation and Sampling Adaptation for Long-Tailed Instance Segmentation

Feb 25, 2021
Yuhang Zang, Chen Huang, Chen Change Loy

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Addressing the Loss-Metric Mismatch with Adaptive Loss Alignment

May 15, 2019
Chen Huang, Shuangfei Zhai, Walter Talbott, Miguel Angel Bautista, Shih-Yu Sun, Carlos Guestrin, Josh Susskind

* Accepted to ICML 2019 

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Dense Intrinsic Appearance Flow for Human Pose Transfer

Mar 27, 2019
Yining Li, Chen Huang, Chen Change Loy

* CVPR 2019 

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Pose Guided Human Video Generation

Jul 30, 2018
Ceyuan Yang, Zhe Wang, Xinge Zhu, Chen Huang, Jianping Shi, Dahua Lin

* Accepted to ECCV 2018 

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Deep Imbalanced Learning for Face Recognition and Attribute Prediction

Jun 01, 2018
Chen Huang, Yining Li, Chen Change Loy, Xiaoou Tang

* 14 pages, 10 figures, 7 tables, In submission 

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Mask-aware Photorealistic Face Attribute Manipulation

Apr 24, 2018
Ruoqi Sun, Chen Huang, Jianping Shi, Lizhuang Ma

* 7 pages, 4 figures 

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Learning Partially Structured Environmental Dynamics for Marine Robotic Navigation

Mar 11, 2018
Chen Huang, Kai Yin, Lantao Liu

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CNNs are Globally Optimal Given Multi-Layer Support

Dec 14, 2017
Chen Huang, Chen Kong, Simon Lucey

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Learning Policies for Adaptive Tracking with Deep Feature Cascades

Sep 13, 2017
Chen Huang, Simon Lucey, Deva Ramanan

* ICCV 2017 Spotlight, with Supplementary Material 

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Learning to Disambiguate by Asking Discriminative Questions

Aug 09, 2017
Yining Li, Chen Huang, Xiaoou Tang, Chen-Change Loy

* 14 pages, 12 figures, ICCV2017 

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Need for Speed: A Benchmark for Higher Frame Rate Object Tracking

Mar 21, 2017
Hamed Kiani Galoogahi, Ashton Fagg, Chen Huang, Deva Ramanan, Simon Lucey

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Local Similarity-Aware Deep Feature Embedding

Oct 27, 2016
Chen Huang, Chen Change Loy, Xiaoou Tang

* 9 pages, 4 figures, 2 tables. Accepted to NIPS 2016 

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Spatially Supervised Recurrent Convolutional Neural Networks for Visual Object Tracking

Jul 19, 2016
Guanghan Ning, Zhi Zhang, Chen Huang, Zhihai He, Xiaobo Ren, Haohong Wang

* 10 pages, 9 figures, conference 

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Discriminative Sparse Neighbor Approximation for Imbalanced Learning

Feb 03, 2016
Chen Huang, Chen Change Loy, Xiaoou Tang

* 11 pages, 10 figures, In submission 

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