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The Implicit Biases of Stochastic Gradient Descent on Deep Neural Networks with Batch Normalization

Feb 06, 2021
Ziquan Liu, Yufei Cui, Jia Wan, Yu Mao, Antoni B. Chan

* Preprint 

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Bayesian Nested Neural Networks for Uncertainty Calibration and Adaptive Compression

Jan 27, 2021
Yufei Cui, Ziquan Liu, Qiao Li, Yu Mao, Antoni B. Chan, Chun Jason Xue

* 16 pages, 10 figures 

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Wide-Area Crowd Counting: Multi-View Fusion Networks for Counting in Large Scenes

Dec 02, 2020
Qi Zhang, Antoni B. Chan

* 29 pages, 13 figures, submitted to IJCV 

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Improve Generalization and Robustness of Neural Networks via Weight Scale Shifting Invariant Regularizations

Aug 07, 2020
Ziquan Liu, Yufei Cui, Antoni B. Chan

* 14 pages, 5 figures 

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Tracking-by-Counting: Using Network Flows on Crowd Density Maps for Tracking Multiple Targets

Jul 18, 2020
Weihong Ren, Xinchao Wang, Jiandong Tian, Yandong Tang, Antoni B. Chan

* 14 pages 

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Compare and Reweight: Distinctive Image Captioning Using Similar Images Sets

Jul 14, 2020
Jiuniu Wang, Wenjia Xu, Qingzhong Wang, Antoni B. Chan


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Fine-Grained Crowd Counting

Jul 13, 2020
Jia Wan, Nikil Senthil Kumar, Antoni B. Chan


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Single-Frame based Deep View Synchronization for Unsynchronized Multi-Camera Surveillance

Jul 08, 2020
Qi Zhang, Antoni B. Chan

* 12 pages 

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Over-crowdedness Alert! Forecasting the Future Crowd Distribution

Jun 09, 2020
Yuzhen Niu, Weifeng Shi, Wenxi Liu, Shengfeng He, Jia Pan, Antoni B. Chan


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3D Crowd Counting via Multi-View Fusion with 3D Gaussian Kernels

Mar 18, 2020
Qi Zhang, Antoni B. Chan

* 8 pages, 5 figures, AAAI Conference on Artificial Intelligence, AAAI, New York, Feb 2020 

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Towards Diverse and Accurate Image Captions via Reinforcing Determinantal Point Process

Aug 14, 2019
Qingzhong Wang, Antoni B. Chan

* 14 pages. Code is comming soon,please pay attention to my personal page visal.cs.cityu.edu.hk/people/qingzhong-wang/ 

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ROAM: Recurrently Optimizing Tracking Model

Jul 31, 2019
Tianyu Yang, Pengfei Xu, Runbo Hu, Hua Chai, Antoni B. Chan


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Visual Tracking via Dynamic Memory Networks

Jul 12, 2019
Tianyu Yang, Antoni B. Chan

* accepted by IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2019. arXiv admin note: substantial text overlap with arXiv:1803.07268 

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Accelerating Monte Carlo Bayesian Inference via Approximating Predictive Uncertainty over Simplex

May 29, 2019
Yufei Cui, Wuguannan Yao, Qiao Li, Antoni B. Chan, Chun Jason Xue

* 8 pages, 3 figures 

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Describing like humans: on diversity in image captioning

May 15, 2019
Qingzhong Wang, Antoni B. Chan

* Accepted by CVPR2019. In this version, we correct the label of y axis in figure 8 

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A Fully Bayesian Infinite Generative Model for Dynamic Texture Segmentation

Jan 13, 2019
Sahar Yousefi, M. T. Manzuri Shalmani, Antoni B. Chan

* 38 pages; 15 figures; 

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Gated Hierarchical Attention for Image Captioning

Oct 31, 2018
Qingzhong Wang, Antoni B. Chan

* Accepted by ACCV 

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EMHMM Simulation Study

Oct 17, 2018
Antoni B. Chan, Janet H. Hsiao


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Learning Dynamic Memory Networks for Object Tracking

Sep 02, 2018
Tianyu Yang, Antoni B. Chan

* ECCV2018 camera ready. Code is available at https://github.com/skyoung/MemTrack 

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Beyond Counting: Comparisons of Density Maps for Crowd Analysis Tasks - Counting, Detection, and Tracking

Jun 13, 2018
Di Kang, Zheng Ma, Antoni B. Chan

* accepted to IEEE Transactions on Circuits and Systems for Video Technology (TCSVT) 

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CNN+CNN: Convolutional Decoders for Image Captioning

May 23, 2018
Qingzhong Wang, Antoni B. Chan


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Recurrent Filter Learning for Visual Tracking

Aug 13, 2017
Tianyu Yang, Antoni B. Chan

* ICCV2017 Workshop on VOT 

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Color Orchestra: Ordering Color Palettes for Interpolation and Prediction

Mar 17, 2017
Huy Q. Phan, Hongbo Fu, Antoni B. Chan

* IEEE Transactions on Visualization and Computer Graphics 

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Crowd Counting by Adapting Convolutional Neural Networks with Side Information

Nov 21, 2016
Di Kang, Debarun Dhar, Antoni B. Chan

* 8 pages 

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Maximum-Margin Structured Learning with Deep Networks for 3D Human Pose Estimation

Aug 27, 2015
Sijin Li, Weichen Zhang, Antoni B. Chan


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Heterogeneous Multi-task Learning for Human Pose Estimation with Deep Convolutional Neural Network

Jun 13, 2014
Sijin Li, Zhi-Qiang Liu, Antoni B. Chan


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Leveraging Long-Term Predictions and Online-Learning in Agent-based Multiple Person Tracking

Mar 07, 2014
Wenxi Liu, Antoni B. Chan, Rynson W. H. Lau, Dinesh Manocha


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On Approximate Inference for Generalized Gaussian Process Models

Nov 27, 2013
Lifeng Shang, Antoni B. Chan


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Multivariate Generalized Gaussian Process Models

Nov 02, 2013
Antoni B. Chan


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