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ORCIDWinston H. Hsu
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- affiliation: National Taiwan University, Taipei, Taiwan
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2020 – today
- 2024
[c160]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. AAAI 2024: 22927-22933- [c159]Igor Morawski, Kai He, Shusil Dangi, Winston H. Hsu:
Unsupervised Image Prior via Prompt Learning and CLIP Semantic Guidance for Low-Light Image Enhancement. CVPR Workshops 2024: 5971-5981 - [c158]Tsung-Lin Tsou, Tsung-Han Wu, Winston H. Hsu:
WLST: Weak Labels Guided Self-training for Weakly-supervised Domain Adaptation on 3D Object Detection. ICRA 2024: 18214-18220 - [c157]ChungYi Lin
, Shen-Lung Tung, Hung-Ting Su, Winston H. Hsu:
Tel2Veh: Fusion of Telecom Data and Vehicle Flow to Predict Camera-Free Traffic via a Spatio-Temporal Framework. WWW (Companion Volume) 2024: 1083-1086 - [i70]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 abs/2401.03138 (2024) - [i69]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 abs/2402.03860 (2024) - [i68]ChungYi Lin, Shen-Lung Tung, Hung-Ting Su, Winston H. Hsu:
Tel2Veh: Fusion of Telecom Data and Vehicle Flow to Predict Camera-Free Traffic via a Spatio-Temporal Framework. CoRR abs/2403.12991 (2024) - [i67]Ting-Kang Yen, Igor Morawski, Shusil Dangi, Kai He, Chung-Yi Lin, Jia-Fong Yeh, Hung-Ting Su, Winston H. Hsu:
Tracking-Assisted Object Detection with Event Cameras. CoRR abs/2403.18330 (2024) - [i66]Igor Morawski, Kai He, Shusil Dangi, Winston H. Hsu:
Unsupervised Image Prior via Prompt Learning and CLIP Semantic Guidance for Low-Light Image Enhancement. CoRR abs/2405.11478 (2024) - [i65]Kuo-Han Hung, Pang-Chi Lo, Jia-Fong Yeh, Han-Yuan Hsu, Yi-Ting Chen, Winston H. Hsu:
VICtoR: Learning Hierarchical Vision-Instruction Correlation Rewards for Long-horizon Manipulation. CoRR abs/2405.16545 (2024) - [i64]ChungYi Lin, Shen-Lung Tung, Hung-Ting Su, Winston H. Hsu:
Enhancing Sustainable Urban Mobility Prediction with Telecom Data: A Spatio-Temporal Framework Approach. CoRR abs/2405.17507 (2024) - [i63]Po-Shao Lin, Jia-Fong Yeh, Yi-Ting Chen, Winston H. Hsu:
Shared-unique Features and Task-aware Prioritized Sampling on Multi-task Reinforcement Learning. CoRR abs/2406.00761 (2024) - [i62]Hung-Ting Su, Chun-Tong Chao, Ya-Ching Hsu, Xudong Lin, Yulei Niu, Hung-Yi Lee, Winston H. Hsu:
Investigating Video Reasoning Capability of Large Language Models with Tropes in Movies. CoRR abs/2406.10923 (2024) - [i61]Gueter Josmy Faure, Jia-Fong Yeh, Min-Hung Chen, Hung-Ting Su, Winston H. Hsu, Shang-Hong Lai:
Bridging Episodes and Semantics: A Novel Framework for Long-Form Video Understanding. CoRR abs/2408.17443 (2024) - [i60]Hung-Ting Su, Ching-Yuan Chen, Po-Chen Ko, Jia-Fong Yeh, Min Sun, Winston H. Hsu:
Context-Aware Replanning with Pre-explored Semantic Map for Object Navigation. CoRR abs/2409.04837 (2024) - [i59]Huang-Yu Chen, Jia-Fong Yeh, Jia-Wei Liao, Pin-Hsuan Peng, Winston H. Hsu:
Distribution Discrepancy and Feature Heterogeneity for Active 3D Object Detection. CoRR abs/2409.05425 (2024) - 2023
- [j29]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: 291-301 (2023) - [c156]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: 1-8 - [c155]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: 854-863 - [c154]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: 5341-5345 - [c153]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: 2995-3009 - [c152]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: 4951-4960 - [c151]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: 1-5 - [c150]Tsung-Han Wu, Hung-Ting Su, Shang-Tse Chen, Winston H. Hsu:
Fair Robust Active Learning by Joint Inconsistency. ICCV (Workshops) 2023: 3624-3633 - [c149]ChungYi Lin, Shen-Lung Tung, Winston H. Hsu:
Pay Attention to Multi-Channel for Improving Graph Neural Networks. Tiny Papers @ ICLR 2023 - [c148]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: 2833-2840 - [c147]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: 4850-4857 - [c146]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: 9400-9406 - [c145]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: 12402-12408 - [c144]ChungYi Lin, Shen-Lung Tung, Winston H. Hsu:
Geographical Cellular Traffic Prediction with Multivariate Spatio-Temporal Modeling. STRL@IJCAI 2023 - [c143]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: 1-5 - [i58]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 abs/2303.04027 (2023) - [i57]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 abs/2303.16637 (2023) - [i56]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 abs/2304.03754 (2023) - [i55]Yu-Hsiang Wang, Huang-Yu Chen, Kai-Wei Chang, Winston H. Hsu, Hung-yi Lee:
MiniSUPERB: Lightweight Benchmark for Self-supervised Speech Models. CoRR abs/2305.19011 (2023) - [i54]Chien Cheng Chyou, Hung-Ting Su, Winston H. Hsu:
Unsupervised Adversarial Detection without Extra Model: Training Loss Should Change. CoRR abs/2308.03243 (2023) - [i53]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 abs/2310.03821 (2023) - 2022
- [j28]Chih-Hung Liang, Yu-An Chen, Yueh-Cheng Liu, Winston H. Hsu:
Raw Image Deblurring. IEEE Trans. Multim. 24: 61-72 (2022) - [c142]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: 8866-8873 - [c141]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: 116 - [c140]Ru-Fen Jheng, Tsung-Han Wu, Jia-Fong Yeh, Winston H. Hsu:
Free-form 3D Scene Inpainting with Dual-stream GAN. BMVC 2022: 378 - [c139]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: 629-638 - [c138]Kuan-Chih Huang, Tsung-Han Wu, Hung-Ting Su, Winston H. Hsu:
MonoDTR: Monocular 3D Object Detection with Depth-Aware Transformer. CVPR 2022: 4002-4011 - [c137]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 (29) 2022: 449-467 - [c136]Hao Hsu, Hung-Ting Su, Jia-Fong Yeh, Chi-Ming Chung, Winston H. Hsu:
SeqDNet: Improving Missing Value by Sequential Depth Network. ICIP 2022: 1826-1830 - [i52]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 abs/2201.00458 (2022) - [i51]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 abs/2202.06484 (2022) - [i50]Kuan-Chih Huang, Tsung-Han Wu, Hung-Ting Su, Winston H. Hsu:
MonoDTR: Monocular 3D Object Detection with Depth-Aware Transformer. CoRR abs/2203.10981 (2022) - [i49]Igor Morawski, Yu-An Chen, Yu-Sheng Lin, Shusil Dangi, Kai He, Winston H. Hsu:
GenISP: Neural ISP for Low-Light Machine Cognition. CoRR abs/2205.03688 (2022) - [i48]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 abs/2209.08864 (2022) - [i47]Tsung-Han Wu, Shang-Tse Chen, Winston H. Hsu:
Fair Robust Active Learning by Joint Inconsistency. CoRR abs/2209.10729 (2022) - [i46]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 abs/2209.13274 (2022) - [i45]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 abs/2209.13507 (2022) - [i44]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 abs/2210.02045 (2022) - [i43]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 abs/2210.03941 (2022) - [i42]Ru-Fen Jheng, Tsung-Han Wu, Jia-Fong Yeh, Winston H. Hsu:
Free-form 3D Scene Inpainting with Dual-stream GAN. CoRR abs/2212.08464 (2022) - 2021
- [j27]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: 103159 (2021) - [j26]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): 4497-4507 (2021) - [j25]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): 112:1-112:16 (2021) - [c135]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: 76 - [c134]Kuan-Chih Huang, Yu-Kai Huang, Winston H. Hsu:
Multi-Stream Attention Learning for Monocular Vehicle Velocity and Inter-Vehicle Distance Estimation. BMVC 2021: 370 - [c133]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: 3248-3252 - [c132]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: 4594-4603 - [c131]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: 16706-16716 - [c130]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: 7813-7817 - [c129]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: 15490-15499 - [c128]Tung-I Chen, Jen-Wei Wang, Winston H. Hsu:
ODIP: Towards Automatic Adaptation for Object Detection by Interactive Perception. IROS 2021: 4474-4479 - [c127]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: 5333-5338 - [c126]Shuo-Diao Yang, Hung-Ting Su, Winston H. Hsu, Wen-Chin Chen:
Class-agnostic Few-shot Object Counting. WACV 2021: 869-877 - [c125]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: 3188-3198 - [i41]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 abs/2101.01447 (2021) - [i40]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 abs/2101.07632 (2021) - [i39]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 abs/2102.12152 (2021) - [i38]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. CoRR abs/2103.02396 (2021) - [i37]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 abs/2103.07679 (2021) - [i36]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 abs/2104.04687 (2021) - [i35]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 abs/2107.11769 (2021) - [i34]Tung-I Chen, Jen-Wei Wang, Winston H. Hsu:
ODIP: Towards Automatic Adaptation for Object Detection by Interactive Perception. CoRR abs/2108.01477 (2021) - [i33]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 abs/2108.04542 (2021) - [i32]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 abs/2108.08307 (2021) - [i31]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 abs/2110.10364 (2021) - [i30]Kuan-Chih Huang, Yu-Kai Huang, Winston H. Hsu:
Multi-Stream Attention Learning for Monocular Vehicle Velocity and Inter-Vehicle Distance Estimation. CoRR abs/2110.11608 (2021) - [i29]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 abs/2111.14343 (2021) - [i28]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 abs/2112.01348 (2021) - [i27]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 abs/2112.02278 (2021) - 2020
- [j24]Sebastian Agethen, Winston H. Hsu:
Deep Multi-Kernel Convolutional LSTM Networks and an Attention-Based Mechanism for Videos. IEEE Trans. Multim. 22(3): 819-829 (2020) - [c124]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: 220-231 - [c123]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: 2423-2427 - [c122]Jhih-Yuan Lin, Yu-Cheng Chang, Winston H. Hsu:
Efficient and Phase-Aware Video Super-Resolution for Cardiac MRI. MICCAI (4) 2020: 66-76 - [i26]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 abs/2003.05383 (2020) - [i25]Yu-Kai Huang, Yueh-Cheng Liu, Tsung-Han Wu, Hung-Ting Su, Winston H. Hsu:
Expanding Sparse Guidance for Stereo Matching. CoRR abs/2005.02123 (2020) - [i24]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 abs/2005.09218 (2020) - [i23]Jhih-Yuan Lin, Yu-Cheng Chang, Winston H. Hsu:
Efficient and Phase-aware Video Super-resolution for Cardiac MRI. CoRR abs/2005.10626 (2020) - [i22]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 abs/2010.10695 (2020) - [i21]Chih-Hung Liang, Yu-An Chen, Yueh-Cheng Liu, Winston H. Hsu:
Raw Image Deblurring. CoRR abs/2012.04264 (2020)
2010 – 2019
- 2019
- [c121]HungYueh Chiang, Yen-Liang Lin, Yueh-Cheng Liu, Winston H. Hsu:
A Unified Point-Based Framework for 3D Segmentation. 3DV 2019: 155-163 - [c120]Ya-Liang Chang, Zhe Yu Liu, Kuan-Ying Lee, Winston H. Hsu:
Learnable Gated Temporal Shift Module for Free-form Video Inpainting. BMVC 2019: 149 - [c119]Ya-Liang Chang, Zhe Yu Liu, Winston H. Hsu:
VORNet: Spatio-Temporally Consistent Video Inpainting for Object Removal. CVPR Workshops 2019: 1785-1794 - [c118]Sebastian Agethen, Hu-Cheng Lee, Winston H. Hsu:
Anticipation of Human Actions With Pose-Based Fine-Grained Representations. CVPR Workshops 2019: 2956-2959 - [c117]Yun-Chun Chen, Winston H. Hsu:
Saliency Aware: Weakly Supervised Object Localization. ICASSP 2019: 1907-1911 - [c116]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: 3956-3960 - [c115]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: 9065-9074 - [c114]Yu-Kai Huang, Tsung-Han Wu, Yueh-Cheng Liu, Winston H. Hsu:
Indoor Depth Completion with Boundary Consistency and Self-Attention. ICCV Workshops 2019: 1070-1078 - [c113]Shuo-Diao Yang, Hung-Ting Su, Winston H. Hsu, Wen-Chin Chen:
DECCNet: Depth Enhanced Crowd Counting. ICCV Workshops 2019: 4521-4530 - [c112]Winston H. Hsu:
Learning from 3D (Point Cloud) Data. ACM Multimedia 2019: 2697-2698 - [i20]Ya-Liang Chang, Zhe Yu Liu, Winston H. Hsu:
VORNet: Spatio-temporally Consistent Video Inpainting for Object Removal. CoRR abs/1904.06726 (2019) - [i19]Hsin-I Chen, Sebastian Agethen, Chia-Min Wu, Winston H. Hsu, Bing-Yu Chen:
FishNet: A Camera Localizer using Deep Recurrent Networks. CoRR abs/1904.09722 (2019) - [i18]Ya-Liang Chang, Zhe Yu Liu, Kuan-Ying Lee, Winston H. Hsu:
Free-form Video Inpainting with 3D Gated Convolution and Temporal PatchGAN. CoRR abs/1904.10247 (2019) - [i17]Ya-Liang Chang, Zhe Yu Liu, Kuan-Ying Lee, Winston H. Hsu:
Learnable Gated Temporal Shift Module for Deep Video Inpainting. CoRR abs/1907.01131 (2019) - [i16]Yu-Siang Wang, Hung-Ting Su, Chen-Hsi Chang, Winston H. Hsu:
Video Question Generation via Cross-Modal Self-Attention Networks Learning. CoRR abs/1907.03049 (2019) - [i15]HungYueh Chiang, Yen-Liang Lin, Yueh-Cheng Liu, Winston H. Hsu:
A Unified Point-Based Framework for 3D Segmentation. CoRR abs/1908.00478 (2019) - [i14]Yu-Kai Huang, Tsung-Han Wu, Yueh-Cheng Liu, Winston H. Hsu:
Indoor Depth Completion with Boundary Consistency and Self-Attention. CoRR abs/1908.08344 (2019) - [i13]Sebastian Agethen, Winston H. Hsu:
Deep Multi-Kernel Convolutional LSTM Networks and an Attention-Based Mechanism for Videos. CoRR abs/1908.08990 (2019) - [i12]Kuan-Lun Tseng, Winston H. Hsu, Chun-Ting Wu, Ya-Fang Shih, Fan-Yun Sun:
Organ At Risk Segmentation with Multiple Modality. CoRR abs/1910.07800 (2019) - [i11]Ya-Liang Chang, Kuan-Ying Lee, Po-Yu Wu, Hung-yi Lee, Winston H. Hsu:
Deep Long Audio Inpainting. CoRR abs/1911.06476 (2019) - 2018
- [j23]Wen-Yu Lee, Winston H. Hsu, Shin'ichi Satoh:
Learning From Cross-Domain Media Streams for Event-of-Interest Discovery. IEEE Trans. Multim. 20(1): 142-154 (2018) - [c111]Tang Lee, Yen-Liang Lin, HungYueh Chiang, Ming-Wei Chiu, Winston H. Hsu, Polly Huang:
Cross-Domain Image-Based 3D Shape Retrieval by View Sequence Learning. 3DV 2018: 258-266 - [c110]Chao-Te Chou, Cheng-Han Lee, Kaipeng Zhang, Hu-Cheng Lee, Winston H. Hsu:
PIVTONS: Pose Invariant Virtual Try-On Shoe with Conditional Image Completion. ACCV (6) 2018: 654-668 - [c109]Kaipeng Zhang, Ya-Liang Chang,