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Edge of chaos as a guiding principle for modern neural network training


Jul 20, 2021
Lin Zhang, Ling Feng, Kan Chen, Choy Heng Lai


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Differentially Private Bayesian Neural Networks on Accuracy, Privacy and Reliability


Jul 18, 2021
Qiyiwen Zhang, Zhiqi Bu, Kan Chen, Qi Long


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Video Question Answering with Phrases via Semantic Roles


Apr 08, 2021
Arka Sadhu, Kan Chen, Ram Nevatia

* NAACL21 Camera Ready including appendix 

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Unbiased Teacher for Semi-Supervised Object Detection


Feb 18, 2021
Yen-Cheng Liu, Chih-Yao Ma, Zijian He, Chia-Wen Kuo, Kan Chen, Peizhao Zhang, Bichen Wu, Zsolt Kira, Peter Vajda

* Accepted to ICLR 2021; Code is available at https://github.com/facebookresearch/unbiased-teacher 

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A Dynamical View on Optimization Algorithms of Overparameterized Neural Networks


Oct 25, 2020
Zhiqi Bu, Shiyun Xu, Kan Chen


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FBNetV3: Joint Architecture-Recipe Search using Neural Acquisition Function


Jun 07, 2020
Xiaoliang Dai, Alvin Wan, Peizhao Zhang, Bichen Wu, Zijian He, Zhen Wei, Kan Chen, Yuandong Tian, Matthew Yu, Peter Vajda, Joseph E. Gonzalez


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CPARR: Category-based Proposal Analysis for Referring Relationships


Apr 17, 2020
Chuanzi He, Haidong Zhu, Jiyang Gao, Kan Chen, Ram Nevatia

* CVPR 2020 Workshop on Multimodal Learning 

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FBNetV2: Differentiable Neural Architecture Search for Spatial and Channel Dimensions


Apr 12, 2020
Alvin Wan, Xiaoliang Dai, Peizhao Zhang, Zijian He, Yuandong Tian, Saining Xie, Bichen Wu, Matthew Yu, Tao Xu, Kan Chen, Peter Vajda, Joseph E. Gonzalez

* 8 pages, 10 figures, accepted to CVPR 2020 

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Video Object Grounding using Semantic Roles in Language Description


Mar 24, 2020
Arka Sadhu, Kan Chen, Ram Nevatia

* CVPR20 camera-ready including appendix 

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Zero-Shot Grounding of Objects from Natural Language Queries


Aug 20, 2019
Arka Sadhu, Kan Chen, Ram Nevatia

* ICCV19 oral, camera-ready version 

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Cascaded Parallel Filtering for Memory-Efficient Image-Based Localization


Aug 16, 2019
Wentao Cheng, Weisi Lin, Kan Chen, Xinfeng Zhang

* Accepted at ICCV 2019 

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Billion-scale semi-supervised learning for image classification


May 02, 2019
I. Zeki Yalniz, Hervé Jégou, Kan Chen, Manohar Paluri, Dhruv Mahajan


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MAC: Mining Activity Concepts for Language-based Temporal Localization


Nov 21, 2018
Runzhou Ge, Jiyang Gao, Kan Chen, Ram Nevatia

* WACV 2019 

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CTAP: Complementary Temporal Action Proposal Generation


Jul 18, 2018
Jiyang Gao, Kan Chen, Ram Nevatia

* ECCV 2018 main conference paper (camera ready version). Code is available in http://www.github.com/jiyanggao/CTAP 

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Motion-Appearance Co-Memory Networks for Video Question Answering


Mar 29, 2018
Jiyang Gao, Runzhou Ge, Kan Chen, Ram Nevatia

* CVPR 2018 

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Knowledge Aided Consistency for Weakly Supervised Phrase Grounding


Mar 11, 2018
Kan Chen, Jiyang Gao, Ram Nevatia

* CVPR 2018 conference paper 

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Query-guided Regression Network with Context Policy for Phrase Grounding


Aug 04, 2017
Kan Chen, Rama Kovvuri, Ram Nevatia

* Spotlight in ICCV 2017 

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TURN TAP: Temporal Unit Regression Network for Temporal Action Proposals


Aug 04, 2017
Jiyang Gao, Zhenheng Yang, Chen Sun, Kan Chen, Ram Nevatia

* ICCV 2017 camera ready 

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AMC: Attention guided Multi-modal Correlation Learning for Image Search


Apr 03, 2017
Kan Chen, Trung Bui, Fang Chen, Zhaowen Wang, Ram Nevatia

* CVPR 2017 

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Knowledge Graph Representation with Jointly Structural and Textual Encoding


Dec 13, 2016
Jiacheng Xu, Kan Chen, Xipeng Qiu, Xuanjing Huang


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Learning Word Embeddings from Intrinsic and Extrinsic Views


Aug 20, 2016
Jifan Chen, Kan Chen, Xipeng Qiu, Qi Zhang, Xuanjing Huang, Zheng Zhang


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ABC-CNN: An Attention Based Convolutional Neural Network for Visual Question Answering


Apr 03, 2016
Kan Chen, Jiang Wang, Liang-Chieh Chen, Haoyuan Gao, Wei Xu, Ram Nevatia


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