Geometry-based Occlusion-Aware Unsupervised Stereo Matching for Autonomous Driving

Oct 21, 2020
Liang Peng, Dan Deng, Deng Cai

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Spherical Knowledge Distillation

Oct 15, 2020
Jia Guo, Minghao Chen, Yao Hu, Chen Zhu, Xiaofei He, Deng Cai

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Accelerate Your CNN from Three Dimensions: A Comprehensive Pruning Framework

Oct 10, 2020
Wenxiao Wang, Minghao Chen, Shuai Zhao, Jinming Hu, Boxi Wu, Zhengxu Yu, Deng Cai, Haifeng Liu

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* 9 pages, 3 figures 

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Does Network Width Really Help Adversarial Robustness?

Oct 03, 2020
Boxi Wu, Jinghui Chen, Deng Cai, Xiaofei He, Quanquan Gu

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* 19 pages, 4 tables, 4 figures 

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Interpretable Real-Time Win Prediction for Honor of Kings, a Popular Mobile MOBA Esport

Sep 04, 2020
Zelong Yang, Zhufeng Pan, Yan Wang, Deng Cai, Shuming Shi, Shao-Lun Huang, Xiaojiang Liu

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* 8 pages, 6 figures 

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RESA: Recurrent Feature-Shift Aggregator for Lane Detection

Aug 31, 2020
Tu Zheng, Hao Fang, Yi Zhang, Wenjian Tang, Zheng Yang, Haifeng Liu, Deng Cai

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Apparel-invariant Feature Learning for Apparel-changed Person Re-identification

Aug 17, 2020
Zhengxu Yu, Yilun Zhao, Bin Hong, Zhongming Jin, Jianqiang Huang, Deng Cai, Xiaofei He, Xian-Sheng Hua

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* 10 pages 

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Learning to Caricature via Semantic Shape Transform

Aug 13, 2020
Wenqing Chu, Wei-Chih Hung, Yi-Hsuan Tsai, Yu-Ting Chang, Yijun Li, Deng Cai, Ming-Hsuan Yang

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* Submitted to IJCV, code and model are available at https://github.com/wenqingchu/Semantic-CariGANs/ 

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Describe What to Change: A Text-guided Unsupervised Image-to-Image Translation Approach

Aug 10, 2020
Yahui Liu, Marco De Nadai, Deng Cai, Huayang Li, Xavier Alameda-Pineda, Nicu Sebe, Bruno Lepri

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* Submitted to ACM MM '20, October 12-16, 2020, Seattle, WA, USA 

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Stable Learning via Causality-based Feature Rectification

Jul 30, 2020
Zhengxu Yu, Pengfei Wang, Junkai Xu, Liang Xie, Zhongming Jin, Jianqiang Huang, Xiaofei He, Deng Cai, Xian-Sheng Hua

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* 10 pages 

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Adversarial Mutual Information for Text Generation

Jun 30, 2020
Boyuan Pan, Yazheng Yang, Kaizhao Liang, Bhavya Kailkhura, Zhongming Jin, Xian-Sheng Hua, Deng Cai, Bo Li

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* Published at ICML 2020 

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AMR Parsing via Graph-Sequence Iterative Inference

Apr 29, 2020
Deng Cai, Wai Lam

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* ACL2020 

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Grayscale Data Construction and Multi-Level Ranking Objective for Dialogue Response Selection

Apr 28, 2020
Zibo Lin, Deng Cai, Yan Wang, Xiaojiang Liu, Hai-Tao Zheng, Shuming Shi

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Prototype-to-Style: Dialogue Generation with Style-Aware Editing on Retrieval Memory

Apr 05, 2020
Yixuan Su, Yan Wang, Simon Baker, Deng Cai, Xiaojiang Liu, Anna Korhonen, Nigel Collier

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Stylistic Dialogue Generation via Information-Guided Reinforcement Learning Strategy

Apr 05, 2020
Yixuan Su, Deng Cai, Yan Wang, Simon Baker, Anna Korhonen, Nigel Collier, Xiaojiang Liu

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Boundary-Aware Dense Feature Indicator for Single-Stage 3D Object Detection from Point Clouds

Apr 01, 2020
Guodong Xu, Wenxiao Wang, Zili Liu, Liang Xie, Zheng Yang, Haifeng Liu, Deng Cai

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Bi-Decoder Augmented Network for Neural Machine Translation

Jan 14, 2020
Boyuan Pan, Yazheng Yang, Zhou Zhao, Yueting Zhuang, Deng Cai

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Adversarial-Learned Loss for Domain Adaptation

Jan 04, 2020
Minghao Chen, Shuai Zhao, Haifeng Liu, Deng Cai

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* Published in 34th AAAI Conference on Artificial Intelligence, 2020 

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DBP: Discrimination Based Block-Level Pruning for Deep Model Acceleration

Dec 21, 2019
Wenxiao Wang, Shuai Zhao, Minghao Chen, Jinming Hu, Deng Cai, Haifeng Liu

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* 9 pages, 5 figures 

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PI-RCNN: An Efficient Multi-sensor 3D Object Detector with Point-based Attentive Cont-conv Fusion Module

Dec 02, 2019
Liang Xie, Chao Xiang, Zhengxu Yu, Guodong Xu, Zheng Yang, Deng Cai, Xiaofei He

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* 8 pages, 5 figures 

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Graph Transformer for Graph-to-Sequence Learning

Nov 30, 2019
Deng Cai, Wai Lam

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* accepted by AAAI2020 

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Region Mutual Information Loss for Semantic Segmentation

Oct 26, 2019
Shuai Zhao, Yang Wang, Zheng Yang, Deng Cai

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Correlation Maximized Structural Similarity Loss for Semantic Segmentation

Oct 19, 2019
Shuai Zhao, Boxi Wu, Wenqing Chu, Yao Hu, Deng Cai

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