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Few-Shot Open-Set Recognition using Meta-Learning

Jun 07, 2020
Bo Liu, Hao Kang, Haoxiang Li, Gang Hua, Nuno Vasconcelos


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gDLS*: Generalized Pose-and-Scale Estimation Given Scale and Gravity Priors

Apr 05, 2020
Victor Fragoso, Joseph DeGol, Gang Hua

* IEEE/CVF CVPR 2020 

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SaccadeNet: A Fast and Accurate Object Detector

Mar 26, 2020
Shiyi Lan, Zhou Ren, Yi Wu, Larry S. Davis, Gang Hua


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Adversarial Ranking Attack and Defense

Feb 26, 2020
Mo Zhou, Zhenxing Niu, Le Wang, Qilin Zhang, Gang Hua


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Calibrated Domain-Invariant Learning for Highly Generalizable Large Scale Re-Identification

Nov 27, 2019
Ye Yuan, Wuyang Chen, Tianlong Chen, Yang Yang, Zhou Ren, Zhangyang Wang, Gang Hua

* WACV 2020 accepted 

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Ladder Loss for Coherent Visual-Semantic Embedding

Nov 18, 2019
Mo Zhou, Zhenxing Niu, Le Wang, Zhanning Gao, Qilin Zhang, Gang Hua

* Accepted to AAAI-2020 

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Any-Precision Deep Neural Networks

Nov 17, 2019
Haichao Yu, Haoxiang Li, Honghui Shi, Thomas S. Huang, Gang Hua


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A General Decoupled Learning Framework for Parameterized Image Operators

Jul 11, 2019
Qingnan Fan, Dongdong Chen, Lu Yuan, Gang Hua, Nenghai Yu, Baoquan Chen

* Published in TPAMI 2019. arXiv admin note: substantial text overlap with arXiv:1807.08186 

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A Compositional Textual Model for Recognition of Imperfect Word Images

Nov 27, 2018
Wei Tang, John Corring, Ying Wu, Gang Hua


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Gated Context Aggregation Network for Image Dehazing and Deraining

Nov 21, 2018
Dongdong Chen, Mingming He, Qingnan Fan, Jing Liao, Liheng Zhang, Dongdong Hou, Lu Yuan, Gang Hua

* Accepted by WACV 2019 

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Revisiting Deep Intrinsic Image Decompositions

Aug 31, 2018
Qingnan Fan, Jiaolong Yang, Gang Hua, Baoquan Chen, David Wipf

* Accepted by CVPR'18 as Oral presentation (Conference on Computer Vision and Pattern Recognition) 

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Decouple Learning for Parameterized Image Operators

Aug 09, 2018
Qingnan Fan, Dongdong Chen, Lu Yuan, Gang Hua, Nenghai Yu, Baoquan Chen

* Accepted by ECCV2018 

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Towards Open-Set Identity Preserving Face Synthesis

Aug 09, 2018
Jianmin Bao, Dong Chen, Fang Wen, Houqiang Li, Gang Hua

* 2018 IEEE Conference on Computer Vision and Pattern Recognition(CVPR 2018) 

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LQ-Nets: Learned Quantization for Highly Accurate and Compact Deep Neural Networks

Jul 26, 2018
Dongqing Zhang, Jiaolong Yang, Dongqiangzi Ye, Gang Hua

* ECCV'18 (European Conference on Computer Vision); Main paper + suppl. material 

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Stacked Cross Attention for Image-Text Matching

Jul 23, 2018
Kuang-Huei Lee, Xi Chen, Gang Hua, Houdong Hu, Xiaodong He

* Accepted to ECCV 2018 

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A Generic Deep Architecture for Single Image Reflection Removal and Image Smoothing

Jun 10, 2018
Qingnan Fan, Jiaolong Yang, Gang Hua, Baoquan Chen, David Wipf

* Appeared at ICCV'17 (International Conference on Computer Vision) 

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Stereoscopic Neural Style Transfer

May 20, 2018
Dongdong Chen, Lu Yuan, Jing Liao, Nenghai Yu, Gang Hua

* Accepted by CVPR2018 

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Hidden Talents of the Variational Autoencoder

Apr 04, 2018
Bin Dai, Yu Wang, John Aston, Gang Hua, David Wipf


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Attention-based Temporal Weighted Convolutional Neural Network for Action Recognition

Mar 19, 2018
Jinliang Zang, Le Wang, Ziyi Liu, Qilin Zhang, Zhenxing Niu, Gang Hua, Nanning Zheng

* 14th International Conference on Artificial Intelligence Applications and Innovations (AIAI 2018), May 25-27, 2018, Rhodes, Greece 

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Semi-supervised FusedGAN for Conditional Image Generation

Jan 17, 2018
Navaneeth Bodla, Gang Hua, Rama Chellappa


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Understanding and Predicting The Attractiveness of Human Action Shot

Nov 02, 2017
Bin Dai, Baoyuan Wang, Gang Hua


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CVAE-GAN: Fine-Grained Image Generation through Asymmetric Training

Oct 12, 2017
Jianmin Bao, Dong Chen, Fang Wen, Houqiang Li, Gang Hua

* to appear in ICCV 2017 

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Fast, Accurate Thin-Structure Obstacle Detection for Autonomous Mobile Robots

Aug 14, 2017
Chen Zhou, Jiaolong Yang, Chunshui Zhao, Gang Hua

* Appeared at IEEE CVPR 2017 Workshop on Embedded Vision 

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Neural Aggregation Network for Video Face Recognition

Aug 02, 2017
Jiaolong Yang, Peiran Ren, Dongqing Zhang, Dong Chen, Fang Wen, Hongdong Li, Gang Hua

* Post CVPR2017 version with minor typo fix 

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Visual Attribute Transfer through Deep Image Analogy

Jun 06, 2017
Jing Liao, Yuan Yao, Lu Yuan, Gang Hua, Sing Bing Kang

* Accepted by SIGGRAPH 2017 

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StyleBank: An Explicit Representation for Neural Image Style Transfer

Mar 28, 2017
Dongdong Chen, Lu Yuan, Jing Liao, Nenghai Yu, Gang Hua

* Accepted by CVPR 2017, corrected typos 

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Coherent Online Video Style Transfer

Mar 28, 2017
Dongdong Chen, Jing Liao, Lu Yuan, Nenghai Yu, Gang Hua

* Corrected typos 

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Collaborative Deep Reinforcement Learning for Joint Object Search

Feb 18, 2017
Xiangyu Kong, Bo Xin, Yizhou Wang, Gang Hua


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