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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

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
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
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
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
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

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

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

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

Drone-based Object Counting by Spatially Regularized Regional Proposal Networks

arXivTop Conference paper
Meng-Ru Hsieh, Yen-Liang Lin, Winston H. Hsu
2013 IEEE International Conference on Computer Vision (ICCV)
Publication year: 2017

Location-Independent WiFi Action Recognition via Vision-based Methods

Top Conference paper
Jen-Yin Chang, Kuan-Ying Lee, Yu-Lin Wei, Kate Ching-Ju Lin, Winston Hsu
ACM Multimedia 2016: 162-166
Publication year: 2016

Who are the Devils Wearing Prada in New York City?

arXivTop Conference paper
Kuan-Ting Chen, Kezhen Chen, Peizhong Cong, Winston H. Hsu, Jiebo Luo
ACM Multimedia 2015: 177-180
Publication year: 2015

Visually Interpreting Names as Demographic Attributes by Exploiting Click-Through Data

Top Conference paper
Yan-Ying Chen, Yin-Hsi Kuo, Chun-Che Wu, Winston H. Hsu
AAAI 2015: 44-50
Publication year: 2015

Unsupervised Latent Aspect Discovery for Diverse Event Summarization

Top Conference paper
Wen-Yu Lee, Yin-Hsi Kuo, Peng-Ju Hsieh, Wen-Feng Cheng, Ting-Hsuan Chao, Hui-Lan Hsieh, Chieh-En Tsai, Hsiao-Ching Chang, Jia-Shin Lan, Winston H. Hsu
ACM Multimedia 2015: 197-200
Publication year: 2015

Trending pool: Visual analytics for trending event compositions for time-series categorical log data

Top Conference paper
Yi-Chih Tsai, Liang-Chi Hsieh, Wen-Feng Cheng, Yin-Hsi Kuo, Winston H. Hsu, Wen-Chin Chen
VAST 2015: 221-222
Publication year: 2015

Summarizing While Recording: Context-Based Highlight Detection for Egocentric Videos

Top Conference paper
Yen-Liang Lin, Vlad I. Morariu, Winston H. Hsu
ICCV Workshops 2015: 443-451
Publication year: 2015

Scalable object detection by filter compression with regularized sparse coding

Top Conference paper
Ting-Hsuan Chao, Yen-Liang Lin, Yin-Hsi Kuo, Winston H. Hsu
CVPR 2015: 3900-3907
Publication year: 2015

Real-Time Instant Event Detection in Egocentric Videos by Leveraging Sensor-Based Motion Context

Top Conference paper
Pei-Yun Hsu, Wen-Feng Cheng, Peng-Ju Hsieh, Yen-Liang Lin, Winston H. Hsu
ACM Multimedia 2015: 1275-1278
Publication year: 2015

Filter-Invariant Image Classification on Social Media Photos

Top Conference paper
Yu-Hsiu Chen, Ting-Hsuan Chao, Sheng-Yi Bai, Yen-Liang Lin, Wen-Chin Chen, Winston H. Hsu
ACM Multimedia 2015: 855-858
Publication year: 2015

Exploiting Word and Visual Word Co-occurrence for Sketch-based Clipart Image Retrieval

Top Conference paper
Ching-Hsuan Liu, Yen-Liang Lin, Wen-Feng Cheng, Winston H. Hsu
ACM Multimedia 2015: 867-870
Publication year: 2015

Enhancing Sparse Voice Annotation For Semantic Retrieval Of Personal Photos By Continuous Space Word Representations

Top Conference paper
Yuan-ming Liou, Hung-tsung Lu, Yi-sheng Fu, Winston H. Hsu, Lin-shan Lee
International Conference on Acoustics, Speech, and Signal Processing (ICASSP), April 2015
Publication year: 2015

Me-Link: Link Me To The Media – Fusing Audio And Visual Cues for Robust and Efficient Mobile Media Interaction

Top Conference paper
Chun-Yen Yeh, Yu-Ming Hsu, Hsinfu Huang, Hong-Wun Jheng, Yu-Chuan Su, Tzu-Hsuan Chiu, Winston H. Hsu
WWW, Pages 147-150, April 2014
Publication year: 2014

Learning to Personalize Trending Image Search Suggestion

Top Conference paper
Chun-Che Wu, Tao Mei, Winston H. Hsu, Yong Rui
ACM SIGIR, Pages 727-736, July 2014
Publication year: 2014

Jointly Optimizing 3D Model Fitting and Fine-Grained Classification

Top Conference paper
Yen-Liang Lin, Vlad I. Morariu, Winston H. Hsu, Larry S. Davis
ECCV (4) 2014: 466-480
Publication year: 2014

Facial Attribute Space Compression by Latent Human Topic Discovery

Top Conference paper
Chia-Hung Lin, Yan-Ying Chen, Bor-Chun Chen, Yu-Lin Hou, Winston H. Hsu
ACM Multimedia, Pages 1157-1160, November 2014
Publication year: 2014
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