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Improving Object Detection with Selective Self-supervised Self-training

Jul 24, 2020
Yandong Li, Di Huang, Danfeng Qin, Liqiang Wang, Boqing Gong

* Accepted to ECCV 2020 

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Trace-Norm Adversarial Examples

Jul 02, 2020
Ehsan Kazemi, Thomas Kerdreux, Liqiang Wang


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Neural Networks Are More Productive Teachers Than Human Raters: Active Mixup for Data-Efficient Knowledge Distillation from a Blackbox Model

Mar 31, 2020
Dongdong Wang, Yandong Li, Liqiang Wang, Boqing Gong

* Accepted to CVPR 2020 

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BachGAN: High-Resolution Image Synthesis from Salient Object Layout

Mar 27, 2020
Yandong Li, Yu Cheng, Zhe Gan, Licheng Yu, Liqiang Wang, Jingjing Liu

* Accepted to CVPR 2020 

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Rethinking Class-Balanced Methods for Long-Tailed Visual Recognition from a Domain Adaptation Perspective

Mar 24, 2020
Muhammad Abdullah Jamal, Matthew Brown, Ming-Hsuan Yang, Liqiang Wang, Boqing Gong

* Accepted for publication at CVPR2020 

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Self-supervised learning for audio-visual speaker diarization

Feb 13, 2020
Yifan Ding, Yong Xu, Shi-Xiong Zhang, Yahuan Cong, Liqiang Wang


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AdaFilter: Adaptive Filter Fine-tuning for Deep Transfer Learning

Dec 09, 2019
Yunhui Guo, Yandong Li, Liqiang Wang, Tajana Rosing


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Defending Against Adversarial Attacks Using Random Forests

Jun 16, 2019
Yifan Ding, Liqiang Wang, Huan Zhang, Jinfeng Yi, Deliang Fan, Boqing Gong


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Robust Sparse Regularization: Simultaneously Optimizing Neural Network Robustness and Compactness

May 30, 2019
Adnan Siraj Rakin, Zhezhi He, Li Yang, Yanzhi Wang, Liqiang Wang, Deliang Fan


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NATTACK: Learning the Distributions of Adversarial Examples for an Improved Black-Box Attack on Deep Neural Networks

May 13, 2019
Yandong Li, Lijun Li, Liqiang Wang, Tong Zhang, Boqing Gong


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Frame-Recurrent Video Inpainting by Robust Optical Flow Inference

May 08, 2019
Yifan Ding, Chuan Wang, Haibin Huang, Jiaming Liu, Jue Wang, Liqiang Wang


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Depthwise Convolution is All You Need for Learning Multiple Visual Domains

Feb 19, 2019
Yunhui Guo, Yandong Li, Rogerio Feris, Liqiang Wang, Tajana Rosing


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Learning to Adaptively Scale Recurrent Neural Networks

Feb 15, 2019
Hao Hu, Liqiang Wang, Guo-Jun Qi


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Asynchronous Delay-Aware Accelerated Proximal Coordinate Descent for Nonconvex Nonsmooth Problems

Feb 05, 2019
Ehsan Kazemi, Liqiang Wang


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AET vs. AED: Unsupervised Representation Learning by Auto-Encoding Transformations rather than Data

Jan 14, 2019
Liheng Zhang, Guo-Jun Qi, Liqiang Wang, Jiebo Luo


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A Proximal Zeroth-Order Algorithm for Nonconvex Nonsmooth Problems

Oct 17, 2018
Ehsan Kazemi, Liqiang Wang


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How Local is the Local Diversity? Reinforcing Sequential Determinantal Point Processes with Dynamic Ground Sets for Supervised Video Summarization

Aug 24, 2018
Yandong Li, Liqiang Wang, Tianbao Yang, Boqing Gong

* European Conference on Computer Vision (ECCV 2018) 

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A Semi-Supervised Two-Stage Approach to Learning from Noisy Labels

Mar 21, 2018
Yifan Ding, Liqiang Wang, Deliang Fan, Boqing Gong

* IEEE Winter Conf. on Applications of Computer Vision 2018 

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Improving the Improved Training of Wasserstein GANs: A Consistency Term and Its Dual Effect

Mar 05, 2018
Xiang Wei, Boqing Gong, Zixia Liu, Wei Lu, Liqiang Wang

* Accepted as a conference paper in International Conference on Learning Representation(ICLR). Xiang Wei and Boqing Gong contributed equally in this work 

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