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Stage Conscious Attention Network (SCAN) : A Demonstration-Conditioned Policy for Few-Shot Imitation


Dec 04, 2021
Jia-Fong Yeh, Chi-Ming Chung, Hung-Ting Su, Yi-Ting Chen, Winston H. Hsu

* Accepted by AAAI 2022, preprint version, first two authors contribute equally 

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3rd Place Solution for NeurIPS 2021 Shifts Challenge: Vehicle Motion Prediction


Dec 02, 2021
Ching-Yu Tseng, Po-Shao Lin, Yu-Jia Liou, Kuan-Chih Huang, Winston H. Hsu


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Anomaly-Aware Semantic Segmentation by Leveraging Synthetic-Unknown Data


Nov 29, 2021
Guan-Rong Lu, Yueh-Cheng Liu, Tung-I Chen, Hung-Ting Su, Tsung-Han Wu, Winston H. Hsu


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Multi-Stream Attention Learning for Monocular Vehicle Velocity and Inter-Vehicle Distance Estimation


Oct 22, 2021
Kuan-Chih Huang, Yu-Kai Huang, Winston H. Hsu

* Accepted to BMVC 2021 

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NOD: Taking a Closer Look at Detection under Extreme Low-Light Conditions with Night Object Detection Dataset


Oct 20, 2021
Igor Morawski, Yu-An Chen, Yu-Sheng Lin, Winston H. Hsu

* 13 pages, 6 figures, to be published in BMVC 2021 

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Multivariate and Propagation Graph Attention Network for Spatial-Temporal Prediction with Outdoor Cellular Traffic


Aug 23, 2021
Chung-Yi Lin, Hung-Ting Su, Shen-Lung Tung, Winston H. Hsu

* 5 pages, 5 figures 

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TrUMAn: Trope Understanding in Movies and Animations


Aug 21, 2021
Hung-Ting Su, Po-Wei Shen, Bing-Chen Tsai, Wen-Feng Cheng, Ke-Jyun Wang, Winston H. Hsu

* CIKM 2021. The first two authors contributed equally to this work 

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ReDAL: Region-based and Diversity-aware Active Learning for Point Cloud Semantic Segmentation


Aug 07, 2021
Tsung-Han Wu, Yueh-Cheng Liu, Yu-Kai Huang, Hsin-Ying Lee, Hung-Ting Su, Ping-Chia Huang, Winston H. Hsu

* Accepted by ICCV 2021 

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ODIP: Towards Automatic Adaptation for Object Detection by Interactive Perception


Aug 03, 2021
Tung-I Chen, Jen-Wei Wang, Winston H. Hsu

* IROS 2021 

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Learning from 2D: Pixel-to-Point Knowledge Transfer for 3D Pretraining


Apr 10, 2021
Yueh-Cheng Liu, Yu-Kai Huang, Hung-Yueh Chiang, Hung-Ting Su, Zhe-Yu Liu, Chin-Tang Chen, Ching-Yu Tseng, Winston H. Hsu


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$S^3$: Learnable Sparse Signal Superdensity for Guided Depth Estimation


Mar 22, 2021
Yu-Kai Huang, Yueh-Cheng Liu, Tsung-Han Wu, Hung-Ting Su, Yu-Cheng Chang, Tsung-Lin Tsou, Yu-An Wang, Winston H. Hsu

* CVPR 2021 

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OCID-Ref: A 3D Robotic Dataset with Embodied Language for Clutter Scene Grounding


Mar 13, 2021
Ke-Jyun Wang, Yun-Hsuan Liu, Hung-Ting Su, Jen-Wei Wang, Yu-Siang Wang, Winston H. Hsu, Wen-Chin Chen

* NAACL 2021 

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Should I Look at the Head or the Tail? Dual-awareness Attention for Few-Shot Object Detection


Feb 24, 2021
Tung-I Chen, Yueh-Cheng Liu, Hung-Ting Su, Yu-Cheng Chang, Yu-Hsiang Lin, Jia-Fong Yeh, Winston H. Hsu


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Situation and Behavior Understanding by Trope Detection on Films


Jan 19, 2021
Chen-Hsi Chang, Hung-Ting Su, Juiheng Hsu, Yu-Siang Wang, Yu-Cheng Chang, Zhe Yu Liu, Ya-Liang Chang, Wen-Feng Cheng, Ke-Jyun Wang, Winston H. Hsu

* WWW 2021. The first two authors contributed equally to this work 

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End-to-End Video Question-Answer Generation with Generator-Pretester Network


Jan 05, 2021
Hung-Ting Su, Chen-Hsi Chang, Po-Wei Shen, Yu-Siang Wang, Ya-Liang Chang, Yu-Cheng Chang, Pu-Jen Cheng, Winston H. Hsu

* Accepted to TCSVT 

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Raw Image Deblurring


Dec 08, 2020
Chih-Hung Liang, Yu-An Chen, Yueh-Cheng Liu, Winston H. Hsu

* IEEE Transactions on Multimedia 

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GDN: A Coarse-To-Fine (C2F) Representation for End-To-End 6-DoF Grasp Detection


Nov 11, 2020
Kuang-Yu Jeng, Yueh-Cheng Liu, Zhe Yu Liu, Jen-Wei Wang, Ya-Liang Chang, Hung-Ting Su, Winston H. Hsu

* Accepted to CoRL 2020 

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Efficient and Phase-aware Video Super-resolution for Cardiac MRI


May 29, 2020
Jhih-Yuan Lin, Yu-Cheng Chang, Winston H. Hsu

* MICCAI 2020 

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Large Margin Mechanism and Pseudo Query Set on Cross-Domain Few-Shot Learning


May 19, 2020
Jia-Fong Yeh, Hsin-Ying Lee, Bing-Chen Tsai, Yi-Rong Chen, Ping-Chia Huang, Winston H. Hsu


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Expanding Sparse Guidance for Stereo Matching


Apr 24, 2020
Yu-Kai Huang, Yueh-Cheng Liu, Tsung-Han Wu, Hung-Ting Su, Winston H. Hsu


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xCos: An Explainable Cosine Metric for Face Verification Task


Mar 11, 2020
Yu-Sheng Lin, Zhe-Yu Liu, Yu-An Chen, Yu-Siang Wang, Hsin-Ying Lee, Yi-Rong Chen, Ya-Liang Chang, Winston H. Hsu


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Indoor Depth Completion with Boundary Consistency and Self-Attention


Aug 22, 2019
Yu-Kai Huang, Tsung-Han Wu, Yueh-Cheng Liu, Winston H. Hsu

* Accepted by RLQ2019 @ ICCV 2019 

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A Unified Point-Based Framework for 3D Segmentation


Aug 18, 2019
Hung-Yueh Chiang, Yen-Liang Lin, Yueh-Cheng Liu, Winston H. Hsu


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