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Incremental False Negative Detection for Contrastive Learning


Jun 07, 2021
Tsai-Shien Chen, Wei-Chih Hung, Hung-Yu Tseng, Shao-Yi Chien, Ming-Hsuan Yang

* Submitted to NeurIPS 2021. Code: https://github.com/tsaishien-chen/IFND 

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Video-based Person Re-identification without Bells and Whistles


May 22, 2021
Chih-Ting Liu, Jun-Cheng Chen, Chu-Song Chen, Shao-Yi Chien

* This paper was accepted by CVPR 2021 Biometrics Workshop 

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How to Exploit the Transferability of Learned Image Compression to Conventional Codecs


Dec 03, 2020
Jan P. Klopp, Keng-Chi Liu, Liang-Gee Chen, Shao-Yi Chien

* 10 pages, 5 figures 

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Viewpoint-Aware Channel-Wise Attentive Network for Vehicle Re-Identification


Oct 12, 2020
Tsai-Shien Chen, Man-Yu Lee, Chih-Ting Liu, Shao-Yi Chien

* CVPR Workshop 2020 

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Joint Pruning & Quantization for Extremely Sparse Neural Networks


Oct 05, 2020
Po-Hsiang Yu, Sih-Sian Wu, Jan P. Klopp, Liang-Gee Chen, Shao-Yi Chien

* 13 page, 16 figures 

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Semantics-Guided Clustering with Deep Progressive Learning for Semi-Supervised Person Re-identification


Oct 02, 2020
Chih-Ting Liu, Yu-Jhe Li, Shao-Yi Chien, Yu-Chiang Frank Wang


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GrateTile: Efficient Sparse Tensor Tiling for CNN Processing


Sep 18, 2020
Yu-Sheng Lin, Hung Chang Lu, Yang-Bin Tsao, Yi-Min Chih, Wei-Chao Chen, Shao-Yi Chien

* To be published at IEEE Workshop on Signal Processing System (SiPS 2020) 

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Orientation-aware Vehicle Re-identification with Semantics-guided Part Attention Network


Aug 26, 2020
Tsai-Shien Chen, Chih-Ting Liu, Chih-Wei Wu, Shao-Yi Chien

* ECCV 2020 (Oral). Paper Website: http://media.ee.ntu.edu.tw/research/SPAN/ 

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Utilising Low Complexity CNNs to Lift Non-Local Redundancies in Video Coding


Oct 19, 2019
Jan P. Klopp, Liang-Gee Chen, Shao-Yi Chien

* 16 pages, 3 figures 

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Spatially and Temporally Efficient Non-local Attention Network for Video-based Person Re-Identification


Aug 05, 2019
Chih-Ting Liu, Chih-Wei Wu, Yu-Chiang Frank Wang, Shao-Yi Chien

* BMVC2019 
* This paper was accepted by 2019 British Machine Vision Conference (BMVC) 

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Increasing Compactness Of Deep Learning Based Speech Enhancement Models With Parameter Pruning And Quantization Techniques


May 31, 2019
Jyun-Yi Wu, Cheng Yu, Szu-Wei Fu, Chih-Ting Liu, Shao-Yi Chien, Yu Tsao

* 4pages, 6 figures 

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Computation-Performance Optimization of Convolutional Neural Networks with Redundant Kernel Removal


Apr 10, 2018
Chih-Ting Liu, Yi-Heng Wu, Yu-Sheng Lin, Shao-Yi Chien

* This paper was accepted by 2018 The International Symposium on Circuits and Systems (ISCAS) 

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Learning to Compose with Professional Photographs on the Web


Jul 18, 2017
Yi-Ling Chen, Jan Klopp, Min Sun, Shao-Yi Chien, Kwan-Liu Ma

* Scripts and pre-trained models available at https://github.com/yiling-chen/view-finding-network 

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