Publications

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

As of November 2022, we have  8400+ Google Citations among the (co-)authored research publications,  with H-index 41 and i10-index 101 (since 2004).

Filter by type:

1 2 3 4 … 6
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

Cross-Domain Image-Based 3D Shape Retrieval by View Sequence Learning

Conference paper
Tang Lee, Yen-Liang Lin, HungYueh Chiang, Ming-Wei Chiu, Winston H. Hsu, Polly Huang
2018 International Conference on 3D Vision
Publication year: 2018

Photo Filter Recommendation by Category-Aware Aesthetic Learning

arXivJournal paper
Wei-Tse Sun, Ting-Hsuan Chao, Yin-Hsi Kuo, Winston H. Hsu
IEEE Transactions on Multimedia, vol 19, pp 1870-1880, August 2017
Publication year: 2017

Multi-task learning for face identification and attribute estimation

Conference paper
Hui-Lan Hsieh, Winston Hsu, Yan-Ying Chen
International Conference on Acoustics, Speech, and Signal Processing (ICASSP) 2017
Publication year: 2017

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

Journal paper
Wen-Yu Lee and Winston H. Hsu
IEEE Transactions on Multimedia 2017
Publication year: 2017

Joint Sequence Learning and Cross-Modality Convolution for 3D Biomedical Segmentation

Top Conference paper
Kuan-Lun Tseng, Yen-Liang Lin, Winston Hsu and Chung-Yang (Ric) Huang
IEEE Computer Vision and Pattern Recognition (CVPR), July 2017
Publication year: 2017

Harnessing A.I. for Augmenting Creativity: Application to Movie Trailer Creation

Top Conference paper
John R Smith, Dhiraj Joshi, Benoit Huet, Winston Hsu, and Zef Cota
ACM Multimedia 2017
Publication year: 2017

Feature Learning with Rank-Based Candidate Selection for Product Search

Top Conference paper
Yin-Hsi Kuo, Winston H. Hsu
2017 IEEE International Conference on Computer Vision Workshop (ICCVW)
Publication year: 2017

Editorial for the ICMR 2016 special issue

Journal paper
Susanne Boll, Winston H. Hsu, Jiebo Luo
International Journal of Multimedia Information Retrieval (IJMIR) 6(1): 49 (2017)
Publication year: 2017
1 2 3 4 … 6