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Feature Decomposition and Reconstruction Learning for Effective Facial Expression Recognition


Apr 21, 2021
Delian Ruan, Yan Yan, Shenqi Lai, Zhenhua Chai, Chunhua Shen, Hanzi Wang

* accepted to CVPR 2021 

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Learning Audio-Visual Correlations from Variational Cross-Modal Generation


Feb 14, 2021
Ye Zhu, Yu Wu, Hugo Latapie, Yi Yang, Yan Yan

* Accepted to ICASSP 2021 

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A Metamodel and Framework for Artificial General Intelligence From Theory to Practice


Feb 11, 2021
Hugo Latapie, Ozkan Kilic, Gaowen Liu, Yan Yan, Ramana Kompella, Pei Wang, Kristinn R. Thorisson, Adam Lawrence, Yuhong Sun, Jayanth Srinivasa

* arXiv admin note: text overlap with arXiv:2008.12879 

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Hierarchical Representation via Message Propagation for Robust Model Fitting


Dec 29, 2020
Shuyuan Lin, Xing Wang, Guobao Xiao, Yan Yan, Hanzi Wang


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Robust Deep AUC Maximization: A New Surrogate Loss and Empirical Studies on Medical Image Classification


Dec 06, 2020
Zhuoning Yuan, Yan Yan, Milan Sonka, Tianbao Yang


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Parallel Blockwise Knowledge Distillation for Deep Neural Network Compression


Dec 05, 2020
Cody Blakeney, Xiaomin Li, Yan Yan, Ziliang Zong


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Robust Visual Tracking via Statistical Positive Sample Generation and Gradient Aware Learning


Nov 09, 2020
Lijian Lin, Haosheng Chen, Yanjie Liang, Yan Yan, Hanzi Wang

* ACM MM Asia2019 
* 6 pages 

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Egok360: A 360 Egocentric Kinetic Human Activity Video Dataset


Oct 15, 2020
Keshav Bhandari, Mario A. DeLaGarza, Ziliang Zong, Hugo Latapie, Yan Yan

* 5 pages, 5 figures, 1 table, 2020 IEEE International Conference on Image Processing (ICIP) 

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Revisiting Optical Flow Estimation in 360 Videos


Oct 15, 2020
Keshav Bhandari, Ziliang Zong, Yan Yan

* 8 Pages, 7 figures, 1 Table, 5 Equations, 25th International Conference on Pattern Recognition Milan, Italy 

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Describing Unseen Videos via Multi-Modal Cooperative Dialog Agents


Aug 22, 2020
Ye Zhu, Yu Wu, Yi Yang, Yan Yan

* ECCV2020 

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Hierarchical HMM for Eye Movement Classification


Aug 18, 2020
Ye Zhu, Yan Yan, Oleg Komogortsev

* ECCV2020 Workshop, OpenEyes: Eye Gaze in AR, VR, and in the Wild 

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Describing Unseen Videos via Multi-ModalCooperative Dialog Agents


Aug 18, 2020
Ye Zhu, Yu Wu, Yi Yang, Yan Yan

* ECCV2020 

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Audio-Visual Event Localization via Recursive Fusion by Joint Co-Attention


Aug 14, 2020
Bin Duan, Hao Tang, Wei Wang, Ziliang Zong, Guowei Yang, Yan Yan


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Dual In-painting Model for Unsupervised Gaze Correction and Animation in the Wild


Aug 09, 2020
Jichao Zhang, Jingjing Chen, Hao Tang, Wei Wang, Yan Yan, Enver Sangineto, Nicu Sebe

* Accepted By ACMMM 2020 

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Correlation filter tracking with adaptive proposal selection for accurate scale estimation


Jul 14, 2020
Luo Xiong, Yanjie Liang, Yan Yan, Hanzi Wang

* 6 pages, 14 figures 

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Fast Objective and Duality Gap Convergence for Non-convex Strongly-concave Min-max Problems


Jul 07, 2020
Zhishuai Guo, Zhuoning Yuan, Yan Yan, Tianbao Yang

* Zhishuai Guo, Zhuoning Yuan and Yan Yan contributed equally to this work 

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Nearly Optimal Robust Method for Convex Compositional Problems with Heavy-Tailed Noise


Jun 17, 2020
Yan Yan, Xin Man, Tianbao Yang


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Multi-Level Generative Models for Partial Label Learning with Non-random Label Noise


May 11, 2020
Yan Yan, Yuhong Guo


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Real-Time High-Performance Semantic Image Segmentation of Urban Street Scenes


Apr 03, 2020
Genshun Dong, Yan Yan, Chunhua Shen, Hanzi Wang


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Revisiting SGD with Increasingly Weighted Averaging: Optimization and Generalization Perspectives


Mar 09, 2020
Zhishuai Guo, Zixuan Wu, Yan Yan, Xiaoyu Wang, Tianbao Yang


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Learning Object Scale With Click Supervision for Object Detection


Feb 20, 2020
Liao Zhang, Yan Yan, Lin Cheng, Hanzi Wang


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Hypergraph Optimization for Multi-structural Geometric Model Fitting


Feb 13, 2020
Shuyuan Lin, Guobao Xiao, Yan Yan, David Suter, Hanzi Wang


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Sharp Analysis of Epoch Stochastic Gradient Descent Ascent Methods for Min-Max Optimization


Feb 13, 2020
Yan Yan, Yi Xu, Qihang Lin, Wei Liu, Tianbao Yang


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Deep Multi-task Multi-label CNN for Effective Facial Attribute Classification


Feb 10, 2020
Longbiao Mao, Yan Yan, Jing-Hao Xue, Hanzi Wang


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Exocentric to Egocentric Image Generation via Parallel Generative Adversarial Network


Feb 08, 2020
Gaowen Liu, Hao Tang, Hugo Latapie, Yan Yan

* It has been accepted by ICASSP 2020 

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Adaptive Deep Metric Embeddings for Person Re-Identification under Occlusions


Feb 07, 2020
Wanxiang Yang, Yan Yan, Si Chen

* 6 pages, 3 figures 

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Object-Adaptive LSTM Network for Real-time Visual Tracking with Adversarial Data Augmentation


Feb 07, 2020
Yihan Du, Yan Yan, Si Chen, Yang Hua


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