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Human Perception-based Evaluation Criterion for Ultra-high Resolution Cell Membrane Segmentation

Oct 16, 2020
Ruohua Shi, Wenyao Wang, Zhixuan Li, Liuyuan He, Kaiwen Sheng, Lei Ma, Kai Du, Tingting Jiang, Tiejun Huang

* submitted to ICLR 2021 

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Vision at A Glance: Interplay between Fine and Coarse Information Processing Pathways

Aug 23, 2020
Zilong Ji, Xiaolong Zou, Tiejun Huang, Si Wu


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Learning Individually Inferred Communication for Multi-Agent Cooperation

Jun 11, 2020
Ziluo Ding, Tiejun Huang, Zongqing Lu


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Kernel Quantization for Efficient Network Compression

Mar 11, 2020
Zhongzhi Yu, Yemin Shi, Tiejun Huang, Yizhou Yu


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Video Coding for Machines: A Paradigm of Collaborative Compression and Intelligent Analytics

Jan 13, 2020
Ling-Yu Duan, Jiaying Liu, Wenhan Yang, Tiejun Huang, Wen Gao


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Unsupervised Few-shot Learning via Self-supervised Training

Dec 20, 2019
Zilong Ji, Xiaolong Zou, Tiejun Huang, Si Wu

* 12 pages, 3 figures 

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Transductive Episodic-Wise Adaptive Metric for Few-Shot Learning

Oct 05, 2019
Limeng Qiao, Yemin Shi, Jia Li, Yaowei Wang, Tiejun Huang, Yonghong Tian


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Spatiotemporal Information Processing with a Reservoir Decision-making Network

Jul 28, 2019
Yuanyuan Mi, Xiaohan Lin, Xiaolong Zou, Zilong Ji, Tiejun Huang, Si Wu

* 9 pages, 6 figures 

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A Retina-inspired Sampling Method for Visual Texture Reconstruction

Jul 20, 2019
Lin Zhu, Siwei Dong, Tiejun Huang, Yonghong Tian

* Published in ICME 2019 

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P-ODN: Prototype based Open Deep Network for Open Set Recognition

May 06, 2019
Yu Shu, Yemin Shi, Yaowei Wang, Tiejun Huang, Yonghong Tian

* Submitted to IEEE Transactions on Multimedia 

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Reconstruction of Natural Visual Scenes from Neural Spikes with Deep Neural Networks

Apr 30, 2019
Yichen Zhang, Shanshan Jia, Yajing Zheng, Zhaofei Yu, Yonghong Tian, Tiejun Huang, Jian K. Liu

* 19 pages, 7 figures 

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Bi-Directional Cascade Network for Perceptual Edge Detection

Feb 28, 2019
Jianzhong He, Shiliang Zhang, Ming Yang, Yanhu Shan, Tiejun Huang


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Probabilistic Inference of Binary Markov Random Fields in Spiking Neural Networks through Mean-field Approximation

Feb 22, 2019
Yajing Zheng, Zhaofei Yu, Shanshan Jia, Jian K. Liu, Tiejun Huang, Yonghong Tian

* 20 pages, 10 figures 

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Multi-scale 3D Convolution Network for Video Based Person Re-Identification

Nov 19, 2018
Jianing Li, Shiliang Zhang, Tiejun Huang

* AAAI, 2019 

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Revealing Fine Structures of the Retinal Receptive Field by Deep Learning Networks

Nov 06, 2018
Qi Yan, Yajing Zheng, Shanshan Jia, Yichen Zhang, Zhaofei Yu, Feng Chen, Yonghong Tian, Tiejun Huang, Jian K. Liu

* 11 pages, 10 figures 

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Neural System Identification with Spike-triggered Non-negative Matrix Factorization

Sep 29, 2018
Shanshan Jia, Zhaofei Yu, Arno Onken, Yonghong Tian, Tiejun Huang, Jian K. Liu

* 12 pages,11 figures 

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A simple blind-denoising filter inspired by electrically coupled photoreceptors in the retina

Aug 27, 2018
Yang Yue, Liuyuan He, Gan He, Jian. K. Liu, Kai Du, Yonghong Tian, Tiejun Huang

* 16 pages, 8 figures, 9 tables, Submitted to NIPS 2018 

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Winner-Take-All as Basic Probabilistic Inference Unit of Neuronal Circuits

Aug 02, 2018
Zhaofei Yu, Yonghong Tian, Tiejun Huang, Jian K. Liu

* 10 pages, 4 figures 

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E$^2$BoWs: An End-to-End Bag-of-Words Model via Deep Convolutional Neural Network

Sep 20, 2017
Xiaobin Liu, Shiliang Zhang, Tiejun Huang, Qi Tian

* 8 pages, ChinaMM 2017, image retrieval 

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Compact Descriptors for Video Analysis: the Emerging MPEG Standard

Apr 26, 2017
Ling-Yu Duan, Vijay Chandrasekhar, Shiqi Wang, Yihang Lou, Jie Lin, Yan Bai, Tiejun Huang, Alex Chichung Kot, Wen Gao

* 4 figures, 4 tables 

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Learning long-term dependencies for action recognition with a biologically-inspired deep network

Mar 19, 2017
Yemin Shi, Yonghong Tian, Yaowei Wang, Tiejun Huang

* 9 pages, 4 figures 

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Improving Object Detection with Region Similarity Learning

Mar 01, 2017
Feng Gao, Yihang Lou, Yan Bai, Shiqi Wang, Tiejun Huang, Ling-Yu Duan

* 6 pages, 5 figures 

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Incorporating Intra-Class Variance to Fine-Grained Visual Recognition

Mar 01, 2017
Yan Bai, Feng Gao, Yihang Lou, Shiqi Wang, Tiejun Huang, Ling-Yu Duan

* 6 pages, 5 figures 

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Sequential Deep Trajectory Descriptor for Action Recognition with Three-stream CNN

Feb 10, 2017
Yemin Shi, Yonghong Tian, Yaowei Wang, Tiejun Huang

* 10 pages, 29 figures, T-MM 

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Joint Network based Attention for Action Recognition

Nov 16, 2016
Yemin Shi, Yonghong Tian, Yaowei Wang, Tiejun Huang

* 8 pages, 5 figures, JNA 

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