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An Entropy-guided Reinforced Partial Convolutional Network for Zero-Shot Learning


Nov 03, 2021
Yun Li, Zhe Liu, Lina Yao, Xianzhi Wang, Julian McAuley, Xiaojun Chang


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Signature-Graph Networks


Oct 22, 2021
Ali Hamdi, Flora Salim, Du Yong Kim, Xiaojun Chang


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Dynamic Slimmable Denoising Network


Oct 17, 2021
Zutao Jiang, Changlin Li, Xiaojun Chang, Jihua Zhu, Yi Yang

* 11 pages 

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Active Learning for Deep Visual Tracking


Oct 17, 2021
Di Yuan, Xiaojun Chang, Qiao Liu, Dehua Wang, Zhenyu He

* 12 pages 

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Reliable Shot Identification for Complex Event Detection via Visual-Semantic Embedding


Oct 12, 2021
Minnan Luo, Xiaojun Chang, Chen Gong

* 11 pages, accepted by CVIU 

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DS-Net++: Dynamic Weight Slicing for Efficient Inference in CNNs and Transformers


Sep 21, 2021
Changlin Li, Guangrun Wang, Bing Wang, Xiaodan Liang, Zhihui Li, Xiaojun Chang

* Extension of the CVPR 2021 oral paper (https://openaccess.thecvf.com/content/CVPR2021/html/Li_Dynamic_Slimmable_Network_CVPR_2021_paper.html

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Encoding Heterogeneous Social and Political Context for Entity Stance Prediction


Sep 07, 2021
Shangbin Feng, Minnan Luo, Zilong Chen, Peisheng Yu, Xiaojun Chang, Qinghua Zheng


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Knowledge Graph Augmented Political Perspective Detection in News Media


Sep 07, 2021
Shangbin Feng, Minnan Luo, Zilong Chen, Qingyao Li, Xiaojun Chang, Qinghua Zheng


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Semantics-Guided Contrastive Network for Zero-Shot Object detection


Sep 04, 2021
Caixia Yan, Xiaojun Chang, Minnan Luo, Huan Liu, Xiaoqin Zhang, Qinghua Zheng

* 15 pages 

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Deep Learning for Embodied Vision Navigation: A Survey


Jul 07, 2021
Fengda Zhu, Yi Zhu, Xiaodan Liang, Xiaojun Chang

* 21 pages 

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Differentiable Architecture Search Without Training Nor Labels: A Pruning Perspective


Jun 22, 2021
Miao Zhang, Steven Su, Shirui Pan, Xiaojun Chang, Wei Huang, Gholamreza Haffari


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iDARTS: Differentiable Architecture Search with Stochastic Implicit Gradients


Jun 21, 2021
Miao Zhang, Steven Su, Shirui Pan, Xiaojun Chang, Ehsan Abbasnejad, Reza Haffari

* ICML2021 

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Vision-Language Navigation with Random Environmental Mixup


Jun 15, 2021
Chong Liu, Fengda Zhu, Xiaojun Chang, Xiaodan Liang, Yi-Dong Shen


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Person Search Challenges and Solutions: A Survey


May 01, 2021
Xiangtan Lin, Pengzhen Ren, Yun Xiao, Xiaojun Chang, Alex Hauptmann

* 8 pages; Accepted by IJCAI 2021 Survey Track 

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SOON: Scenario Oriented Object Navigation with Graph-based Exploration


Mar 31, 2021
Fengda Zhu, Xiwen Liang, Yi Zhu, Xiaojun Chang, Xiaodan Liang


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BossNAS: Exploring Hybrid CNN-transformers with Block-wisely Self-supervised Neural Architecture Search


Mar 24, 2021
Changlin Li, Tao Tang, Guangrun Wang, Jiefeng Peng, Bing Wang, Xiaodan Liang, Xiaojun Chang

* Our searched hybrid CNN-transformer models achieve up to 82.2% accuracy on ImageNet, surpassing EfficientNet by 2.1% with comparable compute time 

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Dynamic Slimmable Network


Mar 24, 2021
Changlin Li, Guangrun Wang, Bing Wang, Xiaodan Liang, Zhihui Li, Xiaojun Chang

* Accepted to CVPR 2021 as an Oral Presentation 

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Scene Graphs: A Survey of Generations and Applications


Mar 17, 2021
Xiaojun Chang, Pengzhen Ren, Pengfei Xu, Zhihui Li, Xiaojiang Chen, Alex Hauptmann

* 21 pages 

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NAS-TC: Neural Architecture Search on Temporal Convolutions for Complex Action Recognition


Mar 17, 2021
Pengzhen Ren, Gang Xiao, Xiaojun Chang, Yun Xiao, Zhihui Li, Xiaojiang Chen

* 10 pages 

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UPDeT: Universal Multi-agent Reinforcement Learning via Policy Decoupling with Transformers


Feb 07, 2021
Siyi Hu, Fengda Zhu, Xiaojun Chang, Xiaodan Liang

* 15 pages, 8 figures 

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Hierarchical Neural Architecture Search for Deep Stereo Matching


Oct 26, 2020
Xuelian Cheng, Yiran Zhong, Mehrtash Harandi, Yuchao Dai, Xiaojun Chang, Tom Drummond, Hongdong Li, Zongyuan Ge

* Accepted at NeurIPS 2020; Xuelian Cheng and Yiran Zhong made equal contribution 

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Self-Weighted Robust LDA for Multiclass Classification with Edge Classes


Sep 24, 2020
Caixia Yan, Xiaojun Chang, Minnan Luo, Qinghua Zheng, Xiaoqin Zhang, Zhihui Li, Feiping Nie

* 17 pages, has been accepted by ACM TIST 

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A Survey of Deep Active Learning


Aug 30, 2020
Pengzhen Ren, Yun Xiao, Xiaojun Chang, Po-Yao Huang, Zhihui Li, Xiaojiang Chen, Xin Wang


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Multi-view Drone-based Geo-localization via Style and Spatial Alignment


Jul 09, 2020
Siyi Hu, Xiaojun Chang

* 9 pages 9 figures. arXiv admin note: text overlap with arXiv:2002.12186 by other authors 

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Accurate Bounding-box Regression with Distance-IoU Loss for Visual Tracking


Jul 03, 2020
Di Yuan, Xiaojun Chang, Zhenyu He

* Submitted to ACM Multimedia 2020. arXiv admin note: text overlap with arXiv:1811.07628 by other authors 

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Melanoma Diagnosis with Spatio-Temporal Feature Learning on Sequential Dermoscopic Images


Jun 19, 2020
Zhen Yu, Jennifer Nguyen, Xiaojun Chang, John Kelly, Catriona Mclean, Lei Zhang, Victoria Mar, Zongyuan Ge

* submission of miccai 2020 

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Auxiliary Signal-Guided Knowledge Encoder-Decoder for Medical Report Generation


Jun 06, 2020
Mingjie Li, Fuyu Wang, Xiaojun Chang, Xiaodan Liang

* 11 pages, 3 figures 

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