Publications

We aim for research works with high impacts. The public publication list can be found in DBLP.

As of September 2024, we have  11250+ Google Citations among the (co-)authored research publications,  with H-index 47 and i10-index 120 (since 2004).

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1 2 3 4 … 6
ReDAL: Region-based and Diversity-aware Active Learning for Point Cloud Semantic Segmentation

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

arXivTop Conference paper
Tsung-Han Wu, Yueh-Cheng Liu, Yu-Kai Huang, Hsin-Ying Lee, Hung-Ting Su, Ping-Chia Huang, Winston H. Hsu
International Conference on Computer Vision (ICCV)
Publication year: 2021
Raw Image Deblurring

Raw Image Deblurring

arXivDatasetJournal paper
Chih-Hung Liang, Yu-An Chen, Yueh-Cheng Liu, and Winston H. Hsu
IEEE Transactions on Multimedia, 2021
Publication year: 2021
OCID-Ref

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

arXivDatasetTop Conference paper
Ke-Jyun Wang, Yun-Hsuan Liu, Hung-Ting Su, Jen-Wei Wang, Yu-Siang Wang, Winston H. Hsu, Wen-Chin Chen
2021 Annual Conference of the North American Chapter of the Association for Computational Linguistics (NAACL-HLT 2021)
Publication year: 2021
NOD: Taking a Closer Look at Detection under Extreme Low-Light Conditions with Night Object Detection Dataset

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

arXivConference paper
Igor Morawski, Yu-An Chen, Yu-Sheng Lin, Winston H. Hsu
The 32nd British Machine Vision Conference (BMVC)
Publication year: 2021
Multivariate and Propagation Graph Attention Network for Spatial-Temporal Prediction with Outdoor Cellular Traffic

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

arXivDatasetTop Conference paper
Chung-Yi Lin, Hung-Ting Su, Shen-Lung Tung, Winston H. Hsu
The Conference on Information and Knowledge Management (CIKM)
Publication year: 2021
Multi-Stream Attention Learning for Monocular Vehicle Velocity and Inter-Vehicle Distance Estimation

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

arXivConference paper
Kuan-Chih Huang, Yu-Kai Huang, Winston H. Hsu
The 32nd British Machine Vision Conference (BMVC)
Publication year: 2021

Learn from the Past – Sequentially One-to-One Video Deblurring Network

Journal paper
Chih-Hung Liang, Hung-Ting Su, Winston H. Hsu
Journal of Visual Communication and Image Representation (JVCI). 2021
Publication year: 2021

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

arXivDatasetJournal paper
Hung-Ting Su, Chen-Hsi Chang, Po-Wei Shen, Yu-Siang Wang, Ya-Liang Chang, Yu-Cheng Chang, Pu-Jen Cheng and Winston H. Hsu
IEEE Transactions on Circuits and Systems for Video Technology (TCSVT)
Publication year: 2021
Few Shot Object Detection

Dual-Awareness Attention for Few-Shot Object Detection

arXivJournal paper
Tung-I Chen, Yueh-Cheng Liu, Hung-Ting Su, Yu-Cheng Chang, Yu-Hsiang Lin, Jia-Fong Yeh, Winston H. Hsu
IEEE Transactions on Multimedia (TMM)
Publication year: 2021

Class-agnostic Few-shot Object Counting

Conference paper
Shuo-Diao Yang, Hung-Ting Su, Winston H. Hsu, Wen-Chin Chen
Workshop on Applications of Computer Vision (WACV) 2021
Publication year: 2021

Video Question Generation via Semantic Rich Cross-Modal Self-Attention Networks Learning

Conference paper
Yu-Siang Wang, Hung-Ting Su, Chen-Hsi Chang, Zhe-Yu Liu, Winston H. Hsu
IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) 2020
Publication year: 2020

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

arXivTop Conference paper
Kuang-Yu Jeng , Yueh-Cheng Liu , Zhe Yu Liu , Jen-Wei Wang , Ya-Liang Chang , Hung-Ting Su , and Winston H. Hsu
The Conference on Robot Learning (CoRL) 2020
Publication year: 2020

Expanding Sparse Guidance for Stereo Matching

arXiv
Yu-Kai Huang, Yueh-Cheng Liu, Tsung-Han Wu, Hung-Ting Su, Winston H. Hsu
CoRR abs/2005.02123
Publication year: 2020

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

arXivTop Conference paper
Jhih-Yuan Lin, Yu-Cheng Chang, Winston H. Hsu
International Conference on Medical Image Computing and Computer-Assisted Intervention (MICCAI)
Publication year: 2020
VORNet

VORNet: Spatio-Temporally Consistent Video Inpainting for Object Removal

arXivConference paperTop Conference paper
Ya-Liang Chang, Zhe Yu Liu, Winston Hsu
IEEE Conference on Computer Vision and Pattern Recognition Workshops (CVPRW)
Publication year: 2019
Saliency Aware: Weakly Supervised Object Localization

Saliency Aware: Weakly Supervised Object Localization

Conference paper
Yun-Chun Chen, Winston H. Hsu
International Conference on Acoustics, Speech, and Signal Processing (ICASSP)
Publication year: 2019
Metadata-Augmented Neural Networks for Cross-Location SolarIrradiation Prediction from Satellite Images

Metadata-Augmented Neural Networks for Cross-Location Solar Irradiation Prediction from Satellite Images

Conference paperTop Conference paper
Kuan-Ying Lee, Hsin-Fu Huang, Hung-Yueh Chiang, Hu-Cheng Lee, Winston Hsu, Wen-Chin Chen
The 5th Mining and Learning from Time Series Workshop with KDD 2019
Publication year: 2019
point cloud

Learning from 3D (Point Cloud) Data

Top Conference paperTutorial
Winston H. Hsu
ACM Multimedia 2019
Publication year: 2019

Learnable Gated Temporal Shift Module for Deep Video Inpainting

Conference paper
Ya-Liang Chang, Zhe Yu Liu, Kuan-Ying Lee, Winston H. Hsu
British Machine Vision Conference (BMVC)
Publication year: 2019
Indoor Depth Completion with Boundary Consistency and Self-Attention

Indoor Depth Completion with Boundary Consistency and Self-Attention

arXivConference paperTop Conference paper
Yu-Kai Huang, Tsung-Han Wu, Yueh-Cheng Liu, Winston H. Hsu
International Conference on Computer Vision Workshops (ICCVW)
Publication year: 2019

Free-form Video Inpainting with 3D Gated Convolution and Temporal PatchGAN

Top Conference paper
Ya-Liang Chang, Zhe Yu Liu, Kuan-Ying Lee, Winston H. Hsu
International Conference on Computer Vision (ICCV)
Publication year: 2019

Deep Multi-Kernel Convolutional LSTM Networks and an Attention-Based Mechanism for Videos

Journal paper
Sebastian Agethen, Winston H. Hsu
IEEE Transactions on Multimedia
Publication year: 2019
DECCNet: Depth Enhanced Crowd Counting

DECCNet: Depth Enhanced Crowd Counting

Conference paperTop Conference paper
Shuo-Diao Yang, Hung-Ting Su, Winston H. Hsu, Wen-Chin Chen
International Conference on Computer Vision Workshops (ICCVW)
Publication year: 2019
Audio Feature Generation for Missing Modality Problem in Video Action Recognition

Audio Feature Generation for Missing Modality Problem in Video Action Recognition

Conference paper
Hu-Cheng Lee, Chih-Yu Lin, Pin-Chun Hsu, Winston H. Hsu
International Conference on Acoustics, Speech, and Signal Processing (ICASSP)
Publication year: 2019
Anticipation of Human Actions

Anticipation of Human Actions With Pose-Based Fine-Grained Representations

Conference paperTop Conference paper
Sebastian Agethen, Hu-Cheng Lee, Winston H. Hsu
IEEE Conference on Computer Vision and Pattern Recognition Workshops (CVPRW)
Publication year: 2019

A Unified Point-Based Framework for 3D Segmentation

Conference paper
Hungyueh Chiang, Yenliang Lin, Yuehcheng Liu, and Winston H. Hsu
International Conference on 3D Vision (3DV)
Publication year: 2019

Super-Identity Convolutional Neural Network for Face Hallucination

Top Conference paper
Kaipeng Zhang, Zhanpeng Zhang, Chia-Wen Cheng, Winston Hsu, Yu Qiao, Wei Liu, Tong Zhang
European Conference on Computer Vision (ECCV) 2018
Publication year: 2018

PIVTONS: Pose Invariant Virtual Try-On Shoe with Conditional Image Completion

Conference paper
Chao-Te Chou, Cheng-Han Lee, Kaipeng Zhang, Hu Cheng Lee, Winston H. Hsu
Asian Conference on Computer Vision (ACCV)
Publication year: 2018

Netizen-Style Commenting on Fashion Photos: Dataset and Diversity Measures

Top Conference paper
Wen-Hua Lin, Kuan-Ting Chen, Winston Hsu
WWW 2018 Cognitive Computing Track
Publication year: 2018

Learning From Cross-Domain Media Streams for Event-of-Interest Discovery

Journal paper
Wen-Yu Lee, Winston H. Hsu, Shin’ichi Satoh
IEEE Transactions on Multimedia, Vol. 20, Issue: 1, Jan. 2018.
Publication year: 2018
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