Winston H. Hsu

ORCID

Publication Activity (10 Years)

Years Active: 2003-2024
Publications (10 Years): 149

Top Venues

Publications

ChungYi Lin, Shen-Lung Tung, Hung-Ting Su, Winston H. Hsu
TelTrans: Applying Multi-Type Telecom Data to Transportation Evaluation and Prediction via Multifaceted Graph Modeling. CoRR (2024)
Jia-Fong Yeh, Kuo-Han Hung, Pang-Chi Lo, Chi-Ming Chung, Tsung-Han Wu, Hung-Ting Su, Yi-Ting Chen, Winston H. Hsu
AED: Adaptable Error Detection for Few-shot Imitation Policy. CoRR (2024)
Cheng-Wei Lin, Tung-I Chen, Hsin-Ying Lee, Wen-Chin Chen, Winston H. Hsu
Coarse-to-Fine Point Cloud Registration with SE(3)-Equivariant Representations. ICRA (2023)
Hung-Ting Su, Yulei Niu, Xudong Lin, Winston H. Hsu, Shih-Fu Chang
Language Models are Causal Knowledge Extractors for Zero-shot Video Question Answering. CoRR (2023)
Chi-Ming Chung, Yang-Che Tseng, Ya-Ching Hsu, Xiang Qian Shi, Yun-Hung Hua, Jia-Fong Yeh, Wen-Chin Chen, Yi-Ting Chen, Winston H. Hsu
Orbeez-SLAM: A Real-time Monocular Visual SLAM with ORB Features and NeRF-realized Mapping. ICRA (2023)
Yi-Rong Chen, Ching-Yu Tseng, Yi-Syuan Liou, Tsung-Han Wu, Winston H. Hsu
Revisiting Depth-guided Methods for Monocular 3D Object Detection by Hierarchical Balanced Depth. CoRL (2023)
Yu-Hsiang Wang, Huang-Yu Chen, Kai-Wei Chang, Winston H. Hsu, Hung-yi Lee
MiniSUPERB: Lightweight Benchmark for Self-supervised Speech Models. CoRR (2023)
Tsung-Han Wu, Hung-Ting Su, Shang-Tse Chen, Winston H. Hsu
Fair Robust Active Learning by Joint Inconsistency. ICCV (Workshops) (2023)
Bo-Siang Lu, Tung-I Chen, Hsin-Ying Lee, Winston H. Hsu
CFVS: Coarse-to-Fine Visual Servoing for 6-DoF Object-Agnostic Peg-In-Hole Assembly. ICRA (2023)
ChungYi Lin, Shen-Lung Tung, Winston H. Hsu
Pay Attention to Multi-Channel for Improving Graph Neural Networks. Tiny Papers @ ICLR (2023)
Kuang-Cheng Lo, Cheng-Wei Lin, Hsin-Ying Lee, Hao Hsu, Winston H. Hsu, Tung-Hung Su, Shih-Yu Chen, Yung-Ming Jeng
Self-Training with High-Dimensional Markers for Cell Instance Segmentation. ISBI (2023)
Ching-Yu Tseng, Yi-Rong Chen, Hsin-Ying Lee, Tsung-Han Wu, Wen-Chin Chen, Winston H. Hsu
CrossDTR: Cross-view and Depth-guided Transformers for 3D Object Detection. ICRA (2023)
Yu-Hsiang Wang, Huang-Yu Chen, Kai-Wei Chang, Winston H. Hsu, Hung-Yi Lee
Minisuperb: Lightweight Benchmark for Self-Supervised Speech Models. ASRU (2023)
Chia-Sheng Liu, Jia-Fong Yeh, Hao Hsu, Hung-Ting Su, Ming-Sui Lee, Winston H. Hsu
BIRD-PCC: Bi-directional Range Image-based Deep LiDAR Point Cloud Compression. CoRR (2023)
Ping-Chia Huang, Yueh-Li Chen, Yi-Syuan Liou, Bing-Chen Tsai, Chun-Chieh Wu, Winston H. Hsu
STAMINA (Spatial-Temporal Aligned Meteorological INformation Attention) and FPL (Focal Precip Loss): Advancements in Precipitation Nowcasting for Heavy Rainfall Events. CIKM (2023)
Chia-Sheng Liu, Jia-Fong Yeh, Hao Hsu, Hung-Ting Su, Ming-Sui Lee, Winston H. Hsu
BIRD-PCC: Bi-Directional Range Image-Based Deep Lidar Point Cloud Compression. ICASSP (2023)
Hung-Ting Su, Yulei Niu, Xudong Lin, Winston H. Hsu, Shih-Fu Chang
Language Models are Causal Knowledge Extractors for Zero-shot Video Question Answering. CVPR Workshops (2023)
Chien Cheng Chyou, Hung-Ting Su, Winston H. Hsu
Unsupervised Adversarial Detection without Extra Model: Training Loss Should Change. CoRR (2023)
Tung-I Chen, Yueh-Cheng Liu, Hung-Ting Su, Yu-Cheng Chang, Yu-Hsiang Lin, Jia-Fong Yeh, Wen-Chin Chen, Winston H. Hsu
Dual-Awareness Attention for Few-Shot Object Detection. IEEE Trans. Multim. 25 (2023)
ChungYi Lin, Shen-Lung Tung, Hung-Ting Su, Winston H. Hsu
CTCam: Enhancing Transportation Evaluation through Fusion of Cellular Traffic and Camera-Based Vehicle Flows. CIKM (2023)
Yi-Syuan Liou, Tsung-Han Wu, Jia-Fong Yeh, Wen-Chin Chen, Winston H. Hsu
MuRAL: Multi-Scale Region-based Active Learning for Object Detection. CoRR (2023)
ChungYi Lin, Shen-Lung Tung, Winston H. Hsu
Geographical Cellular Traffic Prediction with Multivariate Spatio-Temporal Modeling. STRL@IJCAI (2023)
Tsung-Lin Tsou, Tsung-Han Wu, Winston H. Hsu
WLST: Weak Labels Guided Self-training for Weakly-supervised Domain Adaptation on 3D Object Detection. CoRR (2023)
Tsung-Han Wu, Yi-Syuan Liou, Shao-Ji Yuan, Hsin-Ying Lee, Tung-I Chen, Winston H. Hsu
ADeADA: Adaptive Density-aware Active Domain Adaptation for Semantic Segmentation. CoRR (2022)
Kuan-Chih Huang, Tsung-Han Wu, Hung-Ting Su, Winston H. Hsu
MonoDTR: Monocular 3D Object Detection with Depth-Aware Transformer. CVPR (2022)
Chi-Ming Chung, Yang-Che Tseng, Ya-Ching Hsu, Xiang Qian Shi, Yun-Hung Hua, Jia-Fong Yeh, Wen-Chin Chen, Yi-Ting Chen, Winston H. Hsu
Orbeez-SLAM: A Real-time Monocular Visual SLAM with ORB Features and NeRF-realized Mapping. CoRR (2022)
Parnian Afshar, Arash Mohammadi, Konstantinos N. Plataniotis, Keyvan Farahani, Justin S. Kirby, Anastasia Oikonomou, Amir Asif, Leonard Wee, Andre Dekker, Xin Wu, Mohammad Ariful Haque, Shahruk Hossain, Md. Kamrul Hasan, Uday Kamal, Winston H. Hsu, Jhih-Yuan Lin, M. Sohel Rahman, Nabil Ibtehaz, Sh. M. Amir Foisol, Kin-Man Lam, Zhong Guang, Runze Zhang, Sumohana S. Channappayya, Shashank Gupta, Chander Dev
Lung-Originated Tumor Segmentation from Computed Tomography Scan (LOTUS) Benchmark. CoRR (2022)
Ru-Fen Jheng, Tsung-Han Wu, Jia-Fong Yeh, Winston H. Hsu
Free-form 3D Scene Inpainting with Dual-stream GAN. CoRR (2022)
Cheng-Wei Lin, Tung-I Chen, Hsin-Ying Lee, Wen-Chin Chen, Winston H. Hsu
Coarse-to-Fine Point Cloud Registration with SE(3)-Equivariant Representations. CoRR (2022)
Tsung-Han Wu, Yi-Syuan Liou, Shao-Ji Yuan, Hsin-Ying Lee, Tung-I Chen, Kuan-Chih Huang, Winston H. Hsu
$\mathrm {D^2ADA}$: Dynamic Density-Aware Active Domain Adaptation for Semantic Segmentation. ECCV (24) (2022)
Hao Hsu, Hung-Ting Su, Jia-Fong Yeh, Chi-Ming Chung, Winston H. Hsu
SeqDNet: Improving Missing Value by Sequential Depth Network. ICIP (2022)
Jia-Fong Yeh, Chi-Ming Chung, Hung-Ting Su, Yi-Ting Chen, Winston H. Hsu
Stage Conscious Attention Network (SCAN): A Demonstration-Conditioned Policy for Few-Shot Imitation. AAAI (2022)
Ching-Yu Tseng, Yi-Rong Chen, Hsin-Ying Lee, Tsung-Han Wu, Wen-Chin Chen, Winston H. Hsu
CrossDTR: Cross-view and Depth-guided Transformers for 3D Object Detection. CoRR (2022)
Chih-Hung Liang, Yu-An Chen, Yueh-Cheng Liu, Winston H. Hsu
Raw Image Deblurring. IEEE Trans. Multim. 24 (2022)
Hsin-Ying Lee, Hung-Ting Su, Bing-Chen Tsai, Tsung-Han Wu, Jia-Fong Yeh, Winston H. Hsu
Learning Fine-Grained Visual Understanding for Video Question Answering via Decoupling Spatial-Temporal Modeling. BMVC (2022)
Igor Morawski, Yu-An Chen, Yu-Sheng Lin, Shusil Dangi, Kai He, Winston H. Hsu
GenISP: Neural ISP for Low-Light Machine Cognition. CVPR Workshops (2022)
Kuan-Chih Huang, Tsung-Han Wu, Hung-Ting Su, Winston H. Hsu
MonoDTR: Monocular 3D Object Detection with Depth-Aware Transformer. CoRR (2022)
Hsin-Ying Lee, Hung-Ting Su, Bing-Chen Tsai, Tsung-Han Wu, Jia-Fong Yeh, Winston H. Hsu
Learning Fine-Grained Visual Understanding for Video Question Answering via Decoupling Spatial-Temporal Modeling. CoRR (2022)
Ru-Fen Jheng, Tsung-Han Wu, Jia-Fong Yeh, Winston H. Hsu
Free-form 3D Scene Inpainting with Dual-stream GAN. BMVC (2022)
Igor Morawski, Yu-An Chen, Yu-Sheng Lin, Shusil Dangi, Kai He, Winston H. Hsu
GenISP: Neural ISP for Low-Light Machine Cognition. CoRR (2022)
Tsung-Han Wu, Shang-Tse Chen, Winston H. Hsu
Fair Robust Active Learning by Joint Inconsistency. CoRR (2022)
Bo-Siang Lu, Tung-I Chen, Hsin-Ying Lee, Winston H. Hsu
CFVS: Coarse-to-Fine Visual Servoing for 6-DoF Object-Agnostic Peg-In-Hole Assembly. CoRR (2022)
Tsung-Han Wu, Yueh-Cheng Liu, Yu-Kai Huang, Hsin-Ying Lee, Hung-Ting Su, Ping-Chia Huang, Winston H. Hsu
ReDAL: Region-based and Diversity-aware Active Learning for Point Cloud Semantic Segmentation. ICCV (2021)
Hung-Ting Su, Po-Wei Shen, Bing-Chen Tsai, Wen-Feng Cheng, Ke-Jyun Wang, Winston H. Hsu
TrUMAn: Trope Understanding in Movies and Animations. CIKM (2021)
Chung-Yi Lin, Hung-Ting Su, Shen-Lung Tung, Winston H. Hsu
Multivariate and Propagation Graph Attention Network for Spatial-Temporal Prediction with Outdoor Cellular Traffic. CIKM (2021)
Igor Morawski, Yu-An Chen, Yu-Sheng Lin, Winston H. Hsu
NOD: Taking a Closer Look at Detection under Extreme Low-Light Conditions with Night Object Detection Dataset. BMVC (2021)
Yueh-Cheng Liu, Yu-Kai Huang, HungYueh Chiang, Hung-Ting Su, Zhe Yu Liu, Chin-Tang Chen, Ching-Yu Tseng, Winston H. Hsu
Learning from 2D: Pixel-to-Point Knowledge Transfer for 3D Pretraining. CoRR (2021)
Shuo-Diao Yang, Hung-Ting Su, Winston H. Hsu, Wen-Chin Chen
Class-agnostic Few-shot Object Counting. WACV (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
Situation and Behavior Understanding by Trope Detection on Films. WWW (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
Situation and Behavior Understanding by Trope Detection on Films. CoRR (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
S3: Learnable Sparse Signal Superdensity for Guided Depth Estimation. CVPR (2021)
Tung-I Chen, Jen-Wei Wang, Winston H. Hsu
ODIP: Towards Automatic Adaptation for Object Detection by Interactive Perception. IROS (2021)
Chih-Hung Liang, Hung-Ting Su, Winston H. Hsu
Learn from the past - sequentially one-to-one video deblurring network. J. Vis. Commun. Image Represent. 78 (2021)
Tsung-Han Wu, Yueh-Cheng Liu, Yu-Kai Huang, Hsin-Ying Lee, Hung-Ting Su, Ping-Chia Huang, Winston H. Hsu
ReDAL: Region-based and Diversity-aware Active Learning for Point Cloud Semantic Segmentation. CoRR (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
End-to-End Video Question-Answer Generation With Generator-Pretester Network. IEEE Trans. Circuits Syst. Video Technol. 31 (11) (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
End-to-End Video Question-Answer Generation with Generator-Pretester Network. CoRR (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
: Learnable Sparse Signal Superdensity for Guided Depth Estimation. CoRR (2021)
Kuan-Chih Huang, Yu-Kai Huang, Winston H. Hsu
Multi-Stream Attention Learning for Monocular Vehicle Velocity and Inter-Vehicle Distance Estimation. CoRR (2021)
Ke-Jyun Wang, Yun-Hsuan Liu, Hung-Ting Su, Jen-Wei Wang, Yu-Siang Wang, Winston H. Hsu, Wen-Chin Chen
OCID-Ref: A 3D Robotic Dataset with Embodied Language for Clutter Scene Grounding. CoRR (2021)
Yu-Sheng Lin, Zhe-Yu Liu, Yu-An Chen, Yu-Siang Wang, Ya-Liang Chang, Winston H. Hsu
xCos: An Explainable Cosine Metric for Face Verification Task. ACM Trans. Multim. Comput. Commun. Appl. 17 (3s) (2021)
Ke-Jyun Wang, Yun-Hsuan Liu, Hung-Ting Su, Jen-Wei Wang, Yu-Siang Wang, Winston H. Hsu, Wen-Chin Chen
OCID-Ref: A 3D Robotic Dataset With Embodied Language For Clutter Scene Grounding. NAACL-HLT (2021)
Kuan-Chih Huang, Yu-Kai Huang, Winston H. Hsu
Multi-Stream Attention Learning for Monocular Vehicle Velocity and Inter-Vehicle Distance Estimation. BMVC (2021)
Hung-Ting Su, Po-Wei Shen, Bing-Chen Tsai, Wen-Feng Cheng, Ke-Jyun Wang, Winston H. Hsu
TrUMAn: Trope Understanding in Movies and Animations. CoRR (2021)
Jui-Heng Hsu, Po-Wei Shen, Hung-Ting Su, Chen-Hsi Chang, Jia-Fong Yeh, Winston H. Hsu
Role Aware Multi-Party Dialogue Question Answering. ICASSP (2021)
Tung-I Chen, Yueh-Cheng Liu, Hung-Ting Su, Yu-Cheng Chang, Yu-Hsiang Lin, Jia-Fong Yeh, Winston H. Hsu
Should I Look at the Head or the Tail? Dual-awareness Attention for Few-Shot Object Detection. CoRR (2021)
Guan-Rong Lu, Yueh-Cheng Liu, Tung-I Chen, Hung-Ting Su, Tsung-Han Wu, Winston H. Hsu
Anomaly-Aware Semantic Segmentation by Leveraging Synthetic-Unknown Data. CoRR (2021)
Chung-Yi Lin, Hung-Ting Su, Shen-Lung Tung, Winston H. Hsu
Multivariate and Propagation Graph Attention Network for Spatial-Temporal Prediction with Outdoor Cellular Traffic. CoRR (2021)
Igor Morawski, Yu-An Chen, Yu-Sheng Lin, Winston H. Hsu
NOD: Taking a Closer Look at Detection under Extreme Low-Light Conditions with Night Object Detection Dataset. CoRR (2021)
Tung-I Chen, Jen-Wei Wang, Winston H. Hsu
ODIP: Towards Automatic Adaptation for Object Detection by Interactive Perception. CoRR (2021)
Ching-Yu Tseng, Po-Shao Lin, Yu-Jia Liou, Kuan-Chih Huang, Winston H. Hsu
3rd Place Solution for NeurIPS 2021 Shifts Challenge: Vehicle Motion Prediction. CoRR (2021)
Jia-Fong Yeh, Chi-Ming Chung, Hung-Ting Su, Yi-Ting Chen, Winston H. Hsu
Stage Conscious Attention Network (SCAN) : A Demonstration-Conditioned Policy for Few-Shot Imitation. CoRR (2021)
Jhih-Yuan Lin, Yu-Cheng Chang, Winston H. Hsu
Efficient and Phase-Aware Video Super-Resolution for Cardiac MRI. MICCAI (4) (2020)
Jhih-Yuan Lin, Yu-Cheng Chang, Winston H. Hsu
Efficient and Phase-aware Video Super-resolution for Cardiac MRI. CoRR (2020)
Yu-Kai Huang, Yueh-Cheng Liu, Tsung-Han Wu, Hung-Ting Su, Winston H. Hsu
Expanding Sparse Guidance for Stereo Matching. CoRR (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
xCos: An Explainable Cosine Metric for Face Verification Task. CoRR (2020)
Jia-Fong Yeh, Hsin-Ying Lee, Bing-Chen Tsai, Yi-Rong Chen, Ping-Chia Huang, Winston H. Hsu
Large Margin Mechanism and Pseudo Query Set on Cross-Domain Few-Shot Learning. CoRR (2020)
Kuang-Yu Jeng, Yueh-Cheng Liu, Zhe Yu Liu, Jen-Wei Wang, Ya-Liang Chang, Hung-Ting Su, Winston H. Hsu
A Coarse-To-Fine (C2F) Representation for End-To-End 6-DoF Grasp Detection. CoRR (2020)
Yu-Siang Wang, Hung-Ting Su, Chen-Hsi Chang, Zhe Yu Liu, Winston H. Hsu
Video Question Generation via Semantic Rich Cross-Modal Self-Attention Networks Learning. ICASSP (2020)
Sebastian Agethen, Winston H. Hsu
Deep Multi-Kernel Convolutional LSTM Networks and an Attention-Based Mechanism for Videos. IEEE Trans. Multim. 22 (3) (2020)
Kuang-Yu Jeng, Yueh-Cheng Liu, Zhe Yu Liu, Jen-Wei Wang, Ya-Liang Chang, Hung-Ting Su, Winston H. Hsu
GDN: A Coarse-To-Fine (C2F) Representation for End-To-End 6-DoF Grasp Detection. CoRL (2020)
Chih-Hung Liang, Yu-An Chen, Yueh-Cheng Liu, Winston H. Hsu
Raw Image Deblurring. CoRR (2020)
HungYueh Chiang, Yen-Liang Lin, Yueh-Cheng Liu, Winston H. Hsu
A Unified Point-Based Framework for 3D Segmentation. 3DV (2019)
Shuo-Diao Yang, Hung-Ting Su, Winston H. Hsu, Wen-Chin Chen
DECCNet: Depth Enhanced Crowd Counting. ICCV Workshops (2019)
Ya-Liang Chang, Zhe Yu Liu, Kuan-Ying Lee, Winston H. Hsu
Learnable Gated Temporal Shift Module for Free-form Video Inpainting. BMVC (2019)
HungYueh Chiang, Yen-Liang Lin, Yueh-Cheng Liu, Winston H. Hsu
A Unified Point-Based Framework for 3D Segmentation. CoRR (2019)
Yu-Kai Huang, Tsung-Han Wu, Yueh-Cheng Liu, Winston H. Hsu
Indoor Depth Completion with Boundary Consistency and Self-Attention. ICCV Workshops (2019)
Ya-Liang Chang, Zhe Yu Liu, Kuan-Ying Lee, Winston H. Hsu
Free-form Video Inpainting with 3D Gated Convolution and Temporal PatchGAN. CoRR (2019)
Sebastian Agethen, Hu-Cheng Lee, Winston H. Hsu
Anticipation of Human Actions With Pose-Based Fine-Grained Representations. CVPR Workshops (2019)
Ya-Liang Chang, Zhe Yu Liu, Winston H. Hsu
VORNet: Spatio-Temporally Consistent Video Inpainting for Object Removal. CVPR Workshops (2019)
Yun-Chun Chen, Winston H. Hsu
Saliency Aware: Weakly Supervised Object Localization. ICASSP (2019)
Hsin-I Chen, Sebastian Agethen, Chia-Min Wu, Winston H. Hsu, Bing-Yu Chen
FishNet: A Camera Localizer using Deep Recurrent Networks. CoRR (2019)
Ya-Liang Chang, Zhe Yu Liu, Winston H. Hsu
VORNet: Spatio-temporally Consistent Video Inpainting for Object Removal. CoRR (2019)
Ya-Liang Chang, Zhe Yu Liu, Kuan-Ying Lee, Winston H. Hsu
Free-Form Video Inpainting With 3D Gated Convolution and Temporal PatchGAN. ICCV (2019)
Yu-Kai Huang, Tsung-Han Wu, Yueh-Cheng Liu, Winston H. Hsu
Indoor Depth Completion with Boundary Consistency and Self-Attention. CoRR (2019)
Ya-Liang Chang, Zhe Yu Liu, Kuan-Ying Lee, Winston H. Hsu
Learnable Gated Temporal Shift Module for Deep Video Inpainting. CoRR (2019)
Sebastian Agethen, Winston H. Hsu
Deep Multi-Kernel Convolutional LSTM Networks and an Attention-Based Mechanism for Videos. CoRR (2019)
Kuan-Lun Tseng, Winston H. Hsu, Chun-Ting Wu, Ya-Fang Shih, Fan-Yun Sun
Organ At Risk Segmentation with Multiple Modality. CoRR (2019)
Yu-Siang Wang, Hung-Ting Su, Chen-Hsi Chang, Winston H. Hsu
Video Question Generation via Cross-Modal Self-Attention Networks Learning. CoRR (2019)
Winston H. Hsu
Learning from 3D (Point Cloud) Data. ACM Multimedia (2019)
Hu-Cheng Lee, Chih-Yu Lin, Pin-Chun Hsu, Winston H. Hsu
Audio Feature Generation for Missing Modality Problem in Video Action Recognition. ICASSP (2019)

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Publication Activity (10 Years)

Top Topics

Top Venues

Winston H. Hsu