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Capturing Humans in Motion: Temporal-Attentive 3D Human Pose and Shape Estimation from Monocular Video


Mar 16, 2022
Wen-Li Wei, Jen-Chun Lin, Tyng-Luh Liu, Hong-Yuan Mark Liao

* Accepted by CVPR 2022 

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Pose Adaptive Dual Mixup for Few-Shot Single-View 3D Reconstruction


Dec 23, 2021
Ta-Ying Cheng, Hsuan-Ru Yang, Niki Trigoni, Hwann-Tzong Chen, Tyng-Luh Liu

* To appear in the Thirty-Sixth AAAI Conference on Artificial Intelligence (AAAI), February 2022 

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Decoupled Contrastive Learning


Oct 23, 2021
Chun-Hsiao Yeh, Cheng-Yao Hong, Yen-Chi Hsu, Tyng-Luh Liu, Yubei Chen, Yann LeCun

* 19 pages, 4 figures 

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Learning Gaussian Instance Segmentation in Point Clouds


Jul 20, 2020
Shih-Hung Liu, Shang-Yi Yu, Shao-Chi Wu, Hwann-Tzong Chen, Tyng-Luh Liu


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Self-similarity Student for Partial Label Histopathology Image Segmentation


Jul 19, 2020
Hsien-Tzu Cheng, Chun-Fu Yeh, Po-Chen Kuo, Andy Wei, Keng-Chi Liu, Mong-Chi Ko, Kuan-Hua Chao, Yu-Ching Peng, Tyng-Luh Liu

* ECCV 2020 

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A Cascaded Learning Strategy for Robust COVID-19 Pneumonia Chest X-Ray Screening


Apr 30, 2020
Chun-Fu Yeh, Hsien-Tzu Cheng, Andy Wei, Hsin-Ming Chen, Po-Chen Kuo, Keng-Chi Liu, Mong-Chi Ko, Ray-Jade Chen, Po-Chang Lee, Jen-Hsiang Chuang, Chi-Mai Chen, Yi-Chang Chen, Wen-Jeng Lee, Ning Chien, Jo-Yu Chen, Yu-Sen Huang, Yu-Chien Chang, Yu-Cheng Huang, Nai-Kuan Chou, Kuan-Hua Chao, Yi-Chin Tu, Yeun-Chung Chang, Tyng-Luh Liu

* 14 pages, 6 figures 

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One-Shot Object Detection with Co-Attention and Co-Excitation


Nov 28, 2019
Ting-I Hsieh, Yi-Chen Lo, Hwann-Tzong Chen, Tyng-Luh Liu

* NeurIPS 2019 

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Fine-Grained Visual Recognition with Batch Confusion Norm


Oct 28, 2019
Yen-Chi Hsu, Cheng-Yao Hong, Ding-Jie Chen, Ming-Sui Lee, Davi Geiger, Tyng-Luh Liu


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C2S2: Cost-aware Channel Sparse Selection for Progressive Network Pruning


Apr 06, 2019
Chih-Yao Chiu, Hwann-Tzong Chen, Tyng-Luh Liu


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Unsupervised Meta-learning of Figure-Ground Segmentation via Imitating Visual Effects


Dec 20, 2018
Ding-Jie Chen, Jui-Ting Chien, Hwann-Tzong Chen, Tyng-Luh Liu


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Non-local RoI for Cross-Object Perception


Nov 25, 2018
Shou-Yao Roy Tseng, Hwann-Tzong Chen, Shao-Heng Tai, Tyng-Luh Liu

* NIPS 2018 Workshop on Relational Representation Learning. arXiv admin note: substantial text overlap with arXiv:1807.05361 

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Non-local RoIs for Instance Segmentation


Jul 14, 2018
Shou-Yao Roy Tseng, Hwann-Tzong Chen, Shao-Heng Tai, Tyng-Luh Liu

* Robust Vision Challenge 2018 

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Cube Padding for Weakly-Supervised Saliency Prediction in 360° Videos


Jun 04, 2018
Hsien-Tzu Cheng, Chun-Hung Chao, Jin-Dong Dong, Hao-Kai Wen, Tyng-Luh Liu, Min Sun

* CVPR 2018 

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Guided Co-training for Large-Scale Multi-View Spectral Clustering


Jul 18, 2017
Tyng-Luh Liu


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Implicit Sparse Code Hashing


Dec 01, 2015
Tsung-Yu Lin, Tsung-Wei Ke, Tyng-Luh Liu

* 9 pages, 1 figure 

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Contour Detection Using Cost-Sensitive Convolutional Neural Networks


May 12, 2015
Jyh-Jing Hwang, Tyng-Luh Liu

* 9 pages, 3 figures 

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Pixel-wise Deep Learning for Contour Detection


Apr 08, 2015
Jyh-Jing Hwang, Tyng-Luh Liu

* 2 pages. arXiv admin note: substantial text overlap with arXiv:1412.6857 

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