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Robby T. Tan

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affiliation: Imperial College London, UK

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2024
[j21]
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Wenhan Yang, Robby T. Tan, Shiqi Wang, Alex C. Kot, Jiaying Liu:
Learning to Remove Rain in Video With Self-Supervision. IEEE Trans. Pattern Anal. Mach. Intell. 46(3): 1378-1396 (2024)
2023
[j20]
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Yu Cheng, Bo Wang, Robby T. Tan:
Dual Networks Based 3D Multi-Person Pose Estimation From Monocular Video. IEEE Trans. Pattern Anal. Mach. Intell. 45(2): 1636-1651 (2023)
[j19]
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Yu Cheng, Yihao Ai, Bo Wang, Xinchao Wang, Robby T. Tan:
Bottom-up 2D pose estimation via dual anatomical centers for small-scale persons. Pattern Recognit. 139: 109403 (2023)
[j18]
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Wending Yan, Aashish Sharma, Robby T. Tan:
Optical Flow Estimation in Dense Foggy Scenes With Domain-Adaptive Networks. IEEE Trans. Artif. Intell. 4(6): 1777-1788 (2023)
2022
[j17]
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Wenhan Yang, Robby T. Tan, Jiashi Feng, Shiqi Wang, Bin Cheng, Jiaying Liu:
Recurrent Multi-Frame Deraining: Combining Physics Guidance and Adversarial Learning. IEEE Trans. Pattern Anal. Mach. Intell. 44(11): 8569-8586 (2022)
[j16]
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Lu Liu, Robby T. Tan:
Human object interaction detection using two-direction spatial enhancement and exclusive object prior. Pattern Recognit. 124: 108438 (2022)
[j15]
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Wending Yan, Lu Xu, Wenhan Yang, Robby T. Tan:
Feature-Aligned Video Raindrop Removal With Temporal Constraints. IEEE Trans. Image Process. 31: 3440-3448 (2022)
2021
[j14]
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Dengxin Dai, Robby T. Tan, Vishal Patel, Jiri Matas, Bernt Schiele, Luc Van Gool:
Guest Editorial: Special Issue on "Computer Vision for All Seasons: Adverse Weather and Lighting Conditions". Int. J. Comput. Vis. 129(7): 2031-2033 (2021)
[j13]
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Wenhan Yang, Robby T. Tan, Shiqi Wang, Yuming Fang, Jiaying Liu:
Single Image Deraining: From Model-Based to Data-Driven and Beyond. IEEE Trans. Pattern Anal. Mach. Intell. 43(11): 4059-4077 (2021)
[j12]
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Lu Liu, Robby T. Tan:
Certainty driven consistency loss on multi-teacher networks for semi-supervised learning. Pattern Recognit. 120: 108140 (2021)
2020
[j11]
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Wenhan Yang, Robby T. Tan, Jiashi Feng, Zongming Guo, Shuicheng Yan, Jiaying Liu:
Joint Rain Detection and Removal from a Single Image with Contextualized Deep Networks. IEEE Trans. Pattern Anal. Mach. Intell. 42(6): 1377-1393 (2020)
2018
[j10]
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Jiaming Guo, Loong-Fah Cheong, Robby T. Tan:
Video Foreground Cosegmentation Based on Common Fate. IEEE Trans. Circuits Syst. Video Technol. 28(3): 586-600 (2018)
2017
[j9]
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Pascal Mettes, Robby T. Tan, Remco C. Veltkamp:
Water detection through spatio-temporal invariant descriptors. Comput. Vis. Image Underst. 154: 182-191 (2017)
[j8]
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Yu Li, Shaodi You, Michael S. Brown, Robby T. Tan:
Haze visibility enhancement: A Survey and quantitative benchmarking. Comput. Vis. Image Underst. 165: 1-16 (2017)
[j7]
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Yu Li, Robby T. Tan, Xiaojie Guo, Jiangbo Lu, Michael S. Brown:
Single Image Rain Streak Decomposition Using Layer Priors. IEEE Trans. Image Process. 26(8): 3874-3885 (2017)
2016
[j6]
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Shaodi You, Robby T. Tan, Rei Kawakami, Yasuhiro Mukaigawa, Katsushi Ikeuchi:
Adherent Raindrop Modeling, Detectionand Removal in Video. IEEE Trans. Pattern Anal. Mach. Intell. 38(9): 1721-1733 (2016)
[j5]
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Mohsen Sardari Zarchi, Robby T. Tan, Coert Van Gemeren, Amir Hassan Monadjemi, Remco C. Veltkamp:
Understanding image concepts using ISTOP model. Pattern Recognit. 53: 174-183 (2016)
2013
[j4]
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Rei Kawakami, Hongxun Zhao, Robby T. Tan, Katsushi Ikeuchi:
Camera Spectral Sensitivity and White Balance Estimation from Sky Images. Int. J. Comput. Vis. 105(3): 187-204 (2013)
2007
[j3]
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Zhouyu Fu, Antonio Robles-Kelly, Terry Caelli, Robby T. Tan:
On Automatic Absorption Detection for Imaging Spectroscopy: A Comparative Study. IEEE Trans. Geosci. Remote. Sens. 45(11-2): 3827-3844 (2007)
2005
[j2]
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Robby T. Tan, Katsushi Ikeuchi:
Separating Reflection Components of Textured Surfaces Using a Single Image. IEEE Trans. Pattern Anal. Mach. Intell. 27(2): 178-193 (2005)
2004
[j1]
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Robby T. Tan, Ko Nishino, Katsushi Ikeuchi:
Separating Reflection Components Based on Chromaticity and Noise Analysis. IEEE Trans. Pattern Anal. Mach. Intell. 26(10): 1373-1379 (2004)

Conference and Workshop Papers

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2025
[c87]
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Beibei Lin, Yeying Jin, Wending Yan, Wei Ye, Yuan Yuan, Robby T. Tan:
NightHaze: Nighttime Image Dehazing via Self-Prior Learning. AAAI 2025: 5209-5217
[c86]
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Xin Yang, Wending Yan, Yuan Yuan, Michael Bi Mi, Robby T. Tan:
Semantic Segmentation on Raindrop Degraded Images Using Two-Stage Dual Teacher-Student Learning. AAAI 2025: 9292-9300
[c85]
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Aishik Nagar, Yutong Liu, Andy T. Liu, Viktor Schlegel, Vijay Prakash Dwivedi, Arun-Kumar Kaliya-Perumal, Guna Pratheep Kalanchiam, Yili Tang, Robby T. Tan:
uMedSum: A Unified Framework for Clinical Abstractive Summarization. ACL (1) 2025: 2653-2672
[c84]
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Xin Li, Yeying Jin, Xin Jin, Zongwei Wu, Bingchen Li, Yufei Wang, Wenhan Yang, Yu Li, Zhibo Chen, Bihan Wen, Robby T. Tan, Radu Timofte, Qiyu Rong, Hongyuan Jing, Mengmeng Zhang, Jinglong Li, Xiangyu Lu, Yi Ren, Yuting Liu, Meng Zhang, Xiang Chen, Qiyuan Guan, Jiangxin Dong, Jinshan Pan, Conglin Gou, Qirui Yang, Fangpu Zhang, Yunlong Lin, Sixiang Chen, Guoxi Huang, Ruirui Lin, Yan Zhang, Jingyu Yang, Huanjing Yue, Jiyuan Chen, Qiaosi Yi, Hongjun Wang, Chenxi Xie, Shuai Li, Yuhui Wu, Kaiyi Ma, Jiakui Hu, Juncheng Li, Liwen Pan, Guangwei Gao, Wenjie Li, Zhenyu Jin, Heng Guo, Zhanyu Ma, Yubo Wang, Jinghua Wang, Wangzhi Xing, Anjusree Karnavar, Diqi Chen, Mohammad Aminul Islam, Hao Yang, Ruikun Zhang, Liyuan Pan, Qianhao Luo, Xin Cao, Han Zhou, Yan Min, Wei Dong, Jun Chen, Taoyi Wu, Weijia Dou, Yu Wang, Shengjie Zhao, Yongcheng Huang, Xingyu Han, Anyan Huang, Hongtao Wu, Hong Wang, Yefeng Zheng, Abhijeet Kumar, Aman Kumar, Marcos V. Conde, Paula Garrido, Daniel Feijoo, Juan C. Benito, Guanglu Dong, Xin Lin, Siyuan Liu, Tianheng Zheng, Jiayu Zhong, Shouyi Wang, Xiangtai Li, Lanqing Guo, Lu Qi, Chao Ren, Shuaibo Wang, Shilong Zhang, Wanyu Zhou, Yunze Wu, Qinzhong Tan, Jieyuan Pei, Zhuoxuan Li, Jiayu Wang, Haoyu Bian, Haoran Sun, Subhajit Paul, Ni Tang, Junhao Huang, Zihan Cheng, Hongyun Zhu, Yuehan Wu, Kaixin Deng, Huang Ouyang, Tianxin Xiao, Fan Yang, Zhizun Luo, Zeyu Xiao, Zhuoyuan Li, Pham Hoang Le Nguyen, Dinh Thien An, Luu Thanh Son, Kiet Van Nguyen, Ronghua Xu, Xianmin Tian, Weijian Zhou, Jiacheng Zhang, Yuqian Chen, Yihang Duan, Yujie Wu, Suresh Raikwar, Arsh Garg, Kritika Kritika, Jianhua Zheng, Xiaoshan Ma, Ruolin Zhao, Yongyu Yang, Yongsheng Liang, Guiming Huang, Qiang Li, Hongbin Zhang, Xiangyu Zheng, A. N. Rajagopalan:
NTIRE 2025 Challenge on Day and Night Raindrop Removal for Dual-Focused Images: Methods and Results. CVPR Workshops 2025: 1172-1183
[c83]
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Xin Zhang, Robby T. Tan:
Mamba as a Bridge: Where Vision Foundation Models Meet Vision Language Models for Domain-Generalized Semantic Segmentation. CVPR 2025: 14527-14537
[c82]
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Weilong Yan, Ming Li, Haipeng Li, Shuwei Shao, Robby T. Tan:
Synthetic-to-Real Self-supervised Robust Depth Estimation via Learning with Motion and Structure Priors. CVPR 2025: 21880-21890
[c81]
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Vijay Prakash Dwivedi, Viktor Schlegel, Andy T. Liu, Thanh-Tung Nguyen, Abhinav Ramesh Kashyap, Jeng Wei, Wei-Hsian Yin, Stefan Winkler, Robby T. Tan:
Representation Learning of Structured Data for Medical Foundation Models. UniReps 2025: 257-268
2024
[c80]
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  - conf/aaai/Jin0YYT24
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Yeying Jin, Wei Ye, Wenhan Yang, Yuan Yuan, Robby T. Tan:
DeS3: Adaptive Attention-Driven Self and Soft Shadow Removal Using ViT Similarity. AAAI 2024: 2634-2642
[c79]
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Qinqian Lei, Bo Wang, Robby T. Tan:
Few-Shot Learning from Augmented Label-Uncertain Queries in Bongard-HOI. AAAI 2024: 2974-2982
[c78]
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Beibei Lin, Yeying Jin, Wending Yan, Wei Ye, Yuan Yuan, Shunli Zhang, Robby T. Tan:
NightRain: Nighttime Video Deraining via Adaptive-Rain-Removal and Adaptive-Correction. AAAI 2024: 3378-3385
[c77]
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Xin Yang, Wending Yan, Yuan Yuan, Michael Bi Mi, Robby T. Tan:
Semantic Segmentation in Multiple Adverse Weather Conditions with Domain Knowledge Retention. AAAI 2024: 6558-6566
[c76]
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Xin Zhang, Jinheng Xie, Yuan Yuan, Michael Bi Mi, Robby T. Tan:
HEAP: Unsupervised Object Discovery and Localization with Contrastive Grouping. AAAI 2024: 7323-7331
[c75]
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  - conf/aaai/WangPZT024
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Jiadong Wang, Zexu Pan, Malu Zhang, Robby T. Tan, Haizhou Li:
Restoring Speaking Lips from Occlusion for Audio-Visual Speech Recognition. AAAI 2024: 19144-19152
[c74]
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Yiming Chen, Chen Zhang, Danqing Luo, Luis Fernando D'Haro, Robby T. Tan, Haizhou Li:
Unveiling the Achilles' Heel of NLG Evaluators: A Unified Adversarial Framework Driven by Large Language Models. ACL (Findings) 2024: 1359-1375
[c73]
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Mikhail Kennerley, Jian-Gang Wang, Bharadwaj Veeravalli, Robby T. Tan:
CAT: Exploiting Inter-Class Dynamics for Domain Adaptive Object Detection. CVPR 2024: 16541-16550
[c72]
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Shuwei Li, Robby T. Tan:
NightCC: Nighttime Color Constancy via Adaptive Channel Masking. CVPR 2024: 25522-25531
[c71]
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Tingting Chen, Beibei Lin, Yeying Jin, Wending Yan, Wei Ye, Yuan Yuan, Robby T. Tan:
Dual-Rain: Video Rain Removal Using Assertive and Gentle Teachers. ECCV (68) 2024: 127-143
[c70]
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Yihao Ai, Yifei Qi, Bo Wang, Yu Cheng, Xinchao Wang, Robby T. Tan:
Domain-Adaptive 2D Human Pose Estimation via Dual Teachers in Extremely Low-Light Conditions. ECCV (47) 2024: 221-239
[c69]
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Yiming Chen, Xianghu Yue, Xiaoxue Gao, Chen Zhang, Luis Fernando D'Haro, Robby T. Tan, Haizhou Li:
Beyond Single-Audio: Advancing Multi-Audio Processing in Audio Large Language Models. EMNLP (Findings) 2024: 10917-10930
[c68]
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Qiuhang Liu, Weilong Yan, Bo Wang, Bharadwaj Veeravalli, Robby T. Tan:
Remote Sensing Domain Adaptive Alignment via Student-Teacher Learning. IGARSS 2024: 7929-7933
[c67]
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Qinqian Lei, Bo Wang, Robby T. Tan:
EZ-HOI: VLM Adaptation via Guided Prompt Learning for Zero-Shot HOI Detection. NeurIPS 2024
[c66]
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Xin Yang, Wending Yan, Michael Bi Mi, Yuan Yuan, Robby T. Tan:
End-to-End Video Semantic Segmentation in Adverse Weather using Fusion Blocks and Temporal-Spatial Teacher-Student Learning. NeurIPS 2024
2023
[c65]
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  - conf/aaai/JinLYT23
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Yeying Jin, Ruoteng Li, Wenhan Yang, Robby T. Tan:
Estimating Reflectance Layer from a Single Image: Integrating Reflectance Guidance and Shadow/Specular Aware Learning. AAAI 2023: 1069-1077
[c64]
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Yiming Chen, Simin Chen, Zexin Li, Wei Yang, Cong Liu, Robby T. Tan, Haizhou Li:
Dynamic Transformers Provide a False Sense of Efficiency. ACL (1) 2023: 7164-7180
[c63]
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  - conf/cvpr/XuTTCWWW23
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Chenxin Xu, Robby T. Tan, Yuhong Tan, Siheng Chen, Yu Guang Wang, Xinchao Wang, Yanfeng Wang:
EqMotion: Equivariant Multi-Agent Motion Prediction with Invariant Interaction Reasoning. CVPR 2023: 1410-1420
[c62]
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Heyuan Li, Bo Wang, Yu Cheng, Mohan S. Kankanhalli, Robby T. Tan:
DSFNet: Dual Space Fusion Network for Occlusion-Robust 3D Dense Face Alignment. CVPR 2023: 4531-4540
[c61]
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Mikhail Kennerley, Jian-Gang Wang, Bharadwaj Veeravalli, Robby T. Tan:
2PCNet: Two-Phase Consistency Training for Day-to-Night Unsupervised Domain Adaptive Object Detection. CVPR 2023: 11484-11493
[c60]
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Jiadong Wang, Xinyuan Qian, Malu Zhang, Robby T. Tan, Haizhou Li:
Seeing What You Said: Talking Face Generation Guided by a Lip Reading Expert. CVPR 2023: 14653-14662
[c59]
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Chenxin Xu, Robby T. Tan, Yuhong Tan, Siheng Chen, Xinchao Wang, Yanfeng Wang:
Auxiliary Tasks Benefit 3D Skeleton-based Human Motion Prediction. ICCV 2023: 9475-9486
[c58]
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Weilong Yan, Robby T. Tan, Bing Zeng, Shuaicheng Liu:
Deep Homography Mixture for Single Image Rolling Shutter Correction. ICCV 2023: 9834-9843
[c57]
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Yeying Jin, Beibei Lin, Wending Yan, Yuan Yuan, Wei Ye, Robby T. Tan:
Enhancing Visibility in Nighttime Haze Images Using Guided APSF and Gradient Adaptive Convolution. ACM Multimedia 2023: 2446-2457
2022
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Yeying Jin, Wending Yan, Wenhan Yang, Robby T. Tan:
Structure Representation Network and Uncertainty Feedback Learning for Dense Non-uniform Fog Removal. ACCV (3) 2022: 155-172
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Xin Yang, Michael Bi Mi, Yuan Yuan, Xin Wang, Robby T. Tan:
Object Detection in Foggy Scenes by Embedding Depth and Reconstruction into Domain Adaptation. ACCV (6) 2022: 303-318
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Yeying Jin, Wenhan Yang, Robby T. Tan:
Unsupervised Night Image Enhancement: When Layer Decomposition Meets Light-Effects Suppression. ECCV (37) 2022: 404-421
2021
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Yu Cheng, Bo Wang, Bo Yang, Robby T. Tan:
Graph and Temporal Convolutional Networks for 3D Multi-person Pose Estimation in Monocular Videos. AAAI 2021: 1157-1165
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Yu Cheng, Bo Wang, Bo Yang, Robby T. Tan:
Monocular 3D Multi-Person Pose Estimation by Integrating Top-Down and Bottom-Up Networks. CVPR 2021: 7649-7659
[c51]
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Wending Yan, Robby T. Tan, Wenhan Yang, Dengxin Dai:
Self-Aligned Video Deraining With Transmission-Depth Consistency. CVPR 2021: 11966-11976
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Aashish Sharma, Robby T. Tan:
Nighttime Visibility Enhancement by Increasing the Dynamic Range and Suppression of Light Effects. CVPR 2021: 11977-11986
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Yeying Jin, Aashish Sharma, Robby T. Tan:
DC-ShadowNet: Single-Image Hard and Soft Shadow Removal Using Unsupervised Domain-Classifier Guided Network. ICCV 2021: 5007-5016
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Yin Zhi Ng, Benjamin Choi, Robby T. Tan, Lionel Heng:
Continuous-time Radar-inertial Odometry for Automotive Radars. IROS 2021: 323-330
2020
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Aashish Sharma, Loong-Fah Cheong, Lionel Heng, Robby T. Tan:
Nighttime Stereo Depth Estimation using Joint Translation-Stereo Learning: Light Effects and Uninformative Regions. 3DV 2020: 23-31
[c46]
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Yu Cheng, Bo Yang, Bo Wang, Robby T. Tan:
3D Human Pose Estimation Using Spatio-Temporal Networks with Explicit Occlusion Training. AAAI 2020: 10631-10638
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Aashish Sharma, Robby T. Tan, Loong-Fah Cheong:
Single-Image Camera Response Function Using Prediction Consistency and Gradual Refinement. ACCV (6) 2020: 19-35
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Wenhan Yang, Robby T. Tan, Shiqi Wang, Jiaying Liu:
Self-Learning Video Rain Streak Removal: When Cyclic Consistency Meets Temporal Correspondence. CVPR 2020: 1717-1726
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Ruoteng Li, Robby T. Tan, Loong-Fah Cheong:
All in One Bad Weather Removal Using Architectural Search. CVPR 2020: 3172-3182
[c42]
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Wending Yan, Aashish Sharma, Robby T. Tan:
Optical Flow in Dense Foggy Scenes Using Semi-Supervised Learning. CVPR 2020: 13256-13265
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Yuan Liu, Ruoteng Li, Yu Cheng, Robby T. Tan, Xiubao Sui:
Object Tracking Using Spatio-Temporal Networks for Future Prediction Location. ECCV (22) 2020: 1-17
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Wending Yan, Robby T. Tan, Dengxin Dai:
Nighttime Defogging Using High-Low Frequency Decomposition and Grayscale-Color Networks. ECCV (12) 2020: 473-488
2019
[c39]
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Ruoteng Li, Loong-Fah Cheong, Robby T. Tan:
Heavy Rain Image Restoration: Integrating Physics Model and Conditional Adversarial Learning. CVPR Workshops 2019: 36-45
[c38]
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Ruoteng Li, Loong-Fah Cheong, Robby T. Tan:
Heavy Rain Image Restoration: Integrating Physics Model and Conditional Adversarial Learning. CVPR 2019: 1633-1642
[c37]
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Yu Cheng, Bo Yang, Bo Wang, Wending Yan, Robby T. Tan:
Occlusion-Aware Networks for 3D Human Pose Estimation in Video. ICCV 2019: 723-732
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Ruoteng Li, Robby T. Tan, Loong Fah Cheong, Angelica I. Avilés-Rivero, Qingnan Fan, Carola Schönlieb:
RainFlow: Optical Flow Under Rain Streaks and Rain Veiling Effect. ICCV 2019: 7303-7312
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Angelica I. Avilés-Rivero, Nicolas Papadakis, Ruoteng Li, Philip Sellars, Qingnan Fan, Robby T. Tan, Carola-Bibiane Schönlieb:
GraphX $$^\mathbf{\small NET } -$$ -Chest X-Ray Classification Under Extreme Minimal Supervision. MICCAI (6) 2019: 504-512
2018
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Lu Liu, Robby T. Tan, Shaodi You:
Loss Guided Activation for Action Recognition in Still Images. ACCV (5) 2018: 152-167
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Rui Qian, Robby T. Tan, Wenhan Yang, Jiajun Su, Jiaying Liu:
Attentive Generative Adversarial Network for Raindrop Removal From a Single Image. CVPR 2018: 2482-2491
[c32]
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Ruoteng Li, Robby T. Tan, Loong-Fah Cheong:
Robust Optical Flow in Rainy Scenes. ECCV (15) 2018: 299-317
2017
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Wenhan Yang, Robby T. Tan, Jiashi Feng, Jiaying Liu, Zongming Guo, Shuicheng Yan:
Deep Joint Rain Detection and Removal from a Single Image. CVPR 2017: 1685-1694
2016
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Jiaolong Yang, Hongdong Li, Yuchao Dai, Robby T. Tan:
Robust Optical Flow Estimation of Double-Layer Images under Transparency or Reflection. CVPR 2016: 1410-1419
[c29]
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Yu Li, Robby T. Tan, Xiaojie Guo, Jiangbo Lu, Michael S. Brown:
Rain Streak Removal Using Layer Priors. CVPR 2016: 2736-2744
2015
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Zhuwen Li, Ping Tan, Robby T. Tan, Danping Zou, Steven Zhiying Zhou, Loong-Fah Cheong:
Simultaneous video defogging and stereo reconstruction. CVPR 2015: 4988-4997
[c27]
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Yu Li, Robby T. Tan, Michael S. Brown:
Nighttime Haze Removal with Glow and Multiple Light Colors. ICCV 2015: 226-234
2014
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Jiaming Guo, Loong-Fah Cheong, Robby T. Tan, Steven Zhiying Zhou:
Consistent Foreground Co-segmentation. ACCV (4) 2014: 241-257
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Shaodi You, Robby T. Tan, Rei Kawakami, Yasuhiro Mukaigawa, Katsushi Ikeuchi:
Raindrop Detection and Removal from Long Range Trajectories. ACCV (2) 2014: 569-585
[c24]
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Yu Li, Fangfang Guo, Robby T. Tan, Michael S. Brown:
A Contrast Enhancement Framework with JPEG Artifacts Suppression. ECCV (2) 2014: 174-188
[c23]
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Coert Van Gemeren, Robby T. Tan, Ronald Poppe, Remco C. Veltkamp:
Dyadic Interaction Detection from Pose and Flow. HBU 2014: 101-115
[c22]
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Lifang Chen, Nico Van der Aa, Robby T. Tan, Remco C. Veltkamp:
Hidden Conditional Random Fields for Action Recognition. VISAPP (2) 2014: 240-247
[c21]
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Pascal Mettes, Robby T. Tan, Remco C. Veltkamp:
On the Segmentation and Classification of Water in Videos. VISAPP (1) 2014: 283-292
[c20]
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Pascal Mettes, Robby T. Tan, Remco C. Veltkamp:
A Bottom-up Approach to Class-dependent Feature Selection for Material Classification. VISAPP (2) 2014: 494-501
[c19]
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Manuela Ichim, Robby T. Tan, Nico Van der Aa, Remco C. Veltkamp:
Human Body Orientation Estimation using a Committee based Approach. VISAPP (3) 2014: 515-522
2013
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Shaodi You, Robby T. Tan, Rei Kawakami, Katsushi Ikeuchi:
Adherent Raindrop Detection and Removal in Video. CVPR 2013: 1035-1042
[c17]
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Shaodi You, Robby T. Tan, Rei Kawakami, Katsushi Ikeuchi:
Robust and Fast Motion Estimation for Video Completion. MVA 2013: 181-184
2011
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Tetsuro Morimoto, Robby T. Tan, Rei Kawakami, Katsushi Ikeuchi:
Accuracy of the spider model in decomposing layered surfaces. ICCV Workshops 2011: 814-821
[c15]
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N. P. Van der Aa, Xinghan Luo, Geert-Jan Giezeman, Robby T. Tan, Remco C. Veltkamp:
UMPM benchmark: A multi-person dataset with synchronized video and motion capture data for evaluation of articulated human motion and interaction. ICCV Workshops 2011: 1264-1269
[c14]
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Xinghan Luo, Robby T. Tan, Remco C. Veltkamp:
Multi-person tracking based on vertical reference lines and dynamic visibility analysis. ICIP 2011: 1877-1880
[c13]
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Arjen Swart, Jonathan Broere, Remco C. Veltkamp, Robby T. Tan:
Refined Non-rigid Registration of a Panoramic Image Sequence to a LiDAR Point Cloud. PIA 2011: 73-84
2010
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Tetsuro Morimoto, Robby T. Tan, Rei Kawakami, Katsushi Ikeuchi:
Estimating optical properties of layered surfaces using the spider model. CVPR 2010: 207-214
[c11]
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Xinghan Luo, Berend Berendsen, Robby T. Tan, Remco C. Veltkamp:
Human Pose Estimation for Multiple Persons Based on Volume Reconstruction. ICPR 2010: 3591-3594
2008
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Robby T. Tan:
Visibility in bad weather from a single image. CVPR 2008
[c9]
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Daniel Heesch, Robby T. Tan, Maria Petrou:
Context First. SSPR/SPR 2008: 97-106
2006
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Zhouyu Fu, Antonio Robles-Kelly, Robby T. Tan, Terry Caelli:
Invariant Object Material Identification via Discriminant Learning on Absorption Features. CVPR Workshops 2006: 140
[c7]
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Zhouyu Fu, Robby T. Tan, Terry Caelli:
Specular Free Spectral Imaging Using Orthogonal Subspace Projection. ICPR (1) 2006: 812-815
2005
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Robby T. Tan, Katsushi Ikeuchi:
Reflection Components Decomposition of Textured Surfaces Using Linear Basis Functions. CVPR (1) 2005: 125-131
[c5]
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Rei Kawakami, Katsushi Ikeuchi, Robby T. Tan:
Consistent Surface Color for Texturing Large Objects in Outdoor Scenes. ICCV 2005: 1200-1207
2003
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Robby T. Tan, Ko Nishino, Katsushi Ikeuchi:
Illumination Chromaticity Estimation using Inverse-Intensity Chromaticity Space. CVPR (1) 2003: 673-682
[c3]
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Robby T. Tan, Katsushi Ikeuchi:
Separating Reflection Components of Textured Surfaces using a Single Image. ICCV 2003: 870-877
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Daisuke Miyazaki, Robby T. Tan, Kenji Hara, Katsushi Ikeuchi:
Polarization-based Inverse Rendering from a Single View. ICCV 2003: 982-987
2002
[c1]
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Robby T. Tan, Ko Nishino, Katsushi Ikeuchi:
Separating Diffuse and Specular Reflection Components Based-on Surface Color Ratio and Chromaticity. MVA 2002: 14-19

Reference Works

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2014
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Robby T. Tan:
Dehazing and Defogging. Computer Vision, A Reference Guide 2014: 174-177
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Robby T. Tan:
Specularity, Specular Reflectance. Computer Vision, A Reference Guide 2014: 750-752

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2025
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Beibei Lin, Stephen Lin, Robby T. Tan:
Seeing Beyond Haze: Generative Nighttime Image Dehazing. CoRR abs/2503.08073 (2025)
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Xiao Cao, Beibei Lin, Bo Wang, Zhiyong Huang, Robby T. Tan:
3DSwapping: Texture Swapping For 3D Object From Single Reference Image. CoRR abs/2503.18853 (2025)
[i65]
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Weilong Yan, Ming Li, Haipeng Li, Shuwei Shao, Robby T. Tan:
Synthetic-to-Real Self-supervised Robust Depth Estimation via Learning with Motion and Structure Priors. CoRR abs/2503.20211 (2025)
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Xin Zhang, Robby T. Tan:
Mamba as a Bridge: Where Vision Foundation Models Meet Vision Language Models for Domain-Generalized Semantic Segmentation. CoRR abs/2504.03193 (2025)
[i63]
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Xin Li, Yeying Jin, Xin Jin, Zongwei Wu, Bingchen Li, Yufei Wang, Wenhan Yang, Yu Li, Zhibo Chen, Bihan Wen, Robby T. Tan, Radu Timofte, Qiyu Rong, Hongyuan Jing, Mengmeng Zhang, Jinglong Li, Xiangyu Lu, Yi Ren, Yuting Liu, Meng Zhang, Xiang Chen, Qiyuan Guan, Jiangxin Dong, Jinshan Pan, Conglin Gou, Qirui Yang, Fangpu Zhang, Yunlong Lin, Sixiang Chen, Guoxi Huang, Ruirui Lin, Yan Zhang, Jingyu Yang, Huanjing Yue, Jiyuan Chen, Qiaosi Yi, Hongjun Wang, Chenxi Xie, Shuai Li, Yuhui Wu, Kaiyi Ma, Jiakui Hu, Juncheng Li, Liwen Pan, Guangwei Gao, Wenjie Li, Zhenyu Jin, Heng Guo, Zhanyu Ma, Yubo Wang, Jinghua Wang, Wangzhi Xing, Anjusree Karnavar, Diqi Chen, Mohammad Aminul Islam, Hao Yang, Ruikun Zhang, Liyuan Pan, Qianhao Luo, XinCao, Han Zhou, Yan Min, Wei Dong, Jun Chen, Taoyi Wu, Weijia Dou, Yu Wang, Shengjie Zhao, Yongcheng Huang, Xingyu Han, Anyan Huang, Hongtao Wu, Hong Wang, Yefeng Zheng, Abhijeet Kumar, Aman Kumar, Marcos V. Conde, Paula Garrido, Daniel Feijoo, Juan C. Benito, Guanglu Dong, Xin Lin, Siyuan Liu, Tianheng Zheng, Jiayu Zhong, Shouyi Wang, Xiangtai Li, Lanqing Guo, Lu Qi, Chao Ren, Shuaibo Wang, Shilong Zhang, Wanyu Zhou, Yunze Wu, Qinzhong Tan, Jieyuan Pei, Zhuoxuan Li, Jiayu Wang, Haoyu Bian, Haoran Sun:
NTIRE 2025 Challenge on Day and Night Raindrop Removal for Dual-Focused Images: Methods and Results. CoRR abs/2504.12711 (2025)
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Mikhail Kennerley, Angelica I. Avilés-Rivero, Carola-Bibiane Schönlieb, Robby T. Tan:
Bridging Annotation Gaps: Transferring Labels to Align Object Detection Datasets. CoRR abs/2506.04737 (2025)
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Hongchao Jiang, Yiming Chen, Yushi Cao, Hung-yi Lee, Robby T. Tan:
CodeJudgeBench: Benchmarking LLM-as-a-Judge for Coding Tasks. CoRR abs/2507.10535 (2025)
[i60]
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Qinqian Lei, Bo Wang, Robby T. Tan:
HOLa: Zero-Shot HOI Detection with Low-Rank Decomposed VLM Feature Adaptation. CoRR abs/2507.15542 (2025)
[i59]
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Qinqian Lei, Bo Wang, Robby T. Tan:
Rethinking Human-Object Interaction Evaluation for both Vision-Language Models and HOI-Specific Methods. CoRR abs/2508.18753 (2025)
[i58]
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Weilong Yan, Xin Zhang, Robby T. Tan:
ER-LoRA: Effective-Rank Guided Adaptation for Weather-Generalized Depth Estimation. CoRR abs/2509.00665 (2025)
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Beibei Lin, Tingting Chen, Robby T. Tan:
GeoComplete: Geometry-Aware Diffusion for Reference-Driven Image Completion. CoRR abs/2510.03110 (2025)
2024
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Beibei Lin, Yeying Jin, Wending Yan, Wei Ye, Yuan Yuan, Shunli Zhang, Robby T. Tan:
NightRain: Nighttime Video Deraining via Adaptive-Rain-Removal and Adaptive-Correction. CoRR abs/2401.00729 (2024)
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Xin Yang, Wending Yan, Yuan Yuan, Michael Bi Mi, Robby T. Tan:
Semantic Segmentation in Multiple Adverse Weather Conditions with Domain Knowledge Retention. CoRR abs/2401.07459 (2024)
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Beibei Lin, Yeying Jin, Wending Yan, Wei Ye, Yuan Yuan, Robby T. Tan:
NightHaze: Nighttime Image Dehazing via Self-Prior Learning. CoRR abs/2403.07408 (2024)
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Mikhail Kennerley, Jian-Gang Wang, Bharadwaj Veeravalli, Robby T. Tan:
CAT: Exploiting Inter-Class Dynamics for Domain Adaptive Object Detection. CoRR abs/2403.19278 (2024)
[i52]
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Yiming Chen, Chen Zhang, Danqing Luo, Luis Fernando D'Haro, Robby T. Tan, Haizhou Li:
Unveiling the Achilles' Heel of NLG Evaluators: A Unified Adversarial Framework Driven by Large Language Models. CoRR abs/2405.14646 (2024)
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Yihao Ai, Yifei Qi, Bo Wang, Yu Cheng, Xinchao Wang, Robby T. Tan:
Domain-Adaptive 2D Human Pose Estimation via Dual Teachers in Extremely Low-Light Conditions. CoRR abs/2407.15451 (2024)
[i50]
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Xiao Cao, Beibei Lin, Bo Wang, Zhiyong Huang, Robby T. Tan:
SSNeRF: Sparse View Semi-supervised Neural Radiance Fields with Augmentation. CoRR abs/2408.09144 (2024)
[i49]
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Aishik Nagar, Yutong Liu, Andy T. Liu, Viktor Schlegel, Vijay Prakash Dwivedi, Arun-Kumar Kaliya-Perumal, Guna Pratheep Kalanchiam, Yili Tang, Robby T. Tan:
uMedSum: A Unified Framework for Advancing Medical Abstractive Summarization. CoRR abs/2408.12095 (2024)
[i48]
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Yiming Chen, Xianghu Yue, Xiaoxue Gao, Chen Zhang, Luis Fernando D'Haro, Robby T. Tan, Haizhou Li:
Beyond Single-Audio: Advancing Multi-Audio Processing in Audio Large Language Models. CoRR abs/2409.18680 (2024)
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Vijay Prakash Dwivedi, Viktor Schlegel, Andy T. Liu, Thanh-Tung Nguyen, Abhinav Ramesh Kashyap, Jeng Wei, Wei-Hsian Yin, Stefan Winkler, Robby T. Tan:
Representation Learning of Structured Data for Medical Foundation Models. CoRR abs/2410.13351 (2024)
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Yiming Chen, Xianghu Yue, Chen Zhang, Xiaoxue Gao, Robby T. Tan, Haizhou Li:
VoiceBench: Benchmarking LLM-Based Voice Assistants. CoRR abs/2410.17196 (2024)
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Qinqian Lei, Bo Wang, Robby T. Tan:
EZ-HOI: VLM Adaptation via Guided Prompt Learning for Zero-Shot HOI Detection. CoRR abs/2410.23904 (2024)
2023
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Chenxin Xu, Robby T. Tan, Yuhong Tan, Siheng Chen, Yu Guang Wang, Xinchao Wang, Yanfeng Wang:
EqMotion: Equivariant Multi-agent Motion Prediction with Invariant Interaction Reasoning. CoRR abs/2303.10876 (2023)
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Mikhail Kennerley, Jian-Gang Wang, Bharadwaj Veeravalli, Robby T. Tan:
2PCNet: Two-Phase Consistency Training for Day-to-Night Unsupervised Domain Adaptive Object Detection. CoRR abs/2303.13853 (2023)
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Jiadong Wang, Xinyuan Qian, Malu Zhang, Robby T. Tan, Haizhou Li:
Seeing What You Said: Talking Face Generation Guided by a Lip Reading Expert. CoRR abs/2303.17480 (2023)
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Heyuan Li, Bo Wang, Yu Cheng, Mohan S. Kankanhalli, Robby T. Tan:
DSFNet: Dual Space Fusion Network for Occlusion-Robust 3D Dense Face Alignment. CoRR abs/2305.11522 (2023)
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Yiming Chen, Simin Chen, Zexin Li, Wei Yang, Cong Liu, Robby T. Tan, Haizhou Li:
Dynamic Transformers Provide a False Sense of Efficiency. CoRR abs/2305.12228 (2023)
[i39]
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Yeying Jin, Beibei Lin, Wending Yan, Wei Ye, Yuan Yuan, Robby T. Tan:
Enhancing Visibility in Nighttime Haze Images Using Guided APSF and Gradient Adaptive Convolution. CoRR abs/2308.01738 (2023)
[i38]
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Chenxin Xu, Robby T. Tan, Yuhong Tan, Siheng Chen, Xinchao Wang, Yanfeng Wang:
Auxiliary Tasks Benefit 3D Skeleton-based Human Motion Prediction. CoRR abs/2308.08942 (2023)
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Yu Cheng, Bo Wang, Robby T. Tan:
ORTexME: Occlusion-Robust Human Shape and Pose via Temporal Average Texture and Mesh Encoding. CoRR abs/2309.12183 (2023)
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Qinqian Lei, Bo Wang, Robby T. Tan:
Few-Shot Learning from Augmented Label-Uncertain Queries in Bongard-HOI. CoRR abs/2312.10586 (2023)
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Xin Zhang, Jinheng Xie, Yuan Yuan, Michael Bi Mi, Robby T. Tan:
HEAP: Unsupervised Object Discovery and Localization with Contrastive Grouping. CoRR abs/2312.17492 (2023)
2022
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Yin Zhi Ng, Benjamin Choi, Robby T. Tan, Lionel Heng:
Continuous-time Radar-inertial Odometry for Automotive Radars. CoRR abs/2201.02437 (2022)
[i33]
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Yu Cheng, Bo Wang, Robby T. Tan:
Dual networks based 3D Multi-Person Pose Estimation from Monocular Video. CoRR abs/2205.00748 (2022)
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Wending Yan, Lu Xu, Wenhan Yang, Robby T. Tan:
Feature-Aligned Video Raindrop Removal with Temporal Constraints. CoRR abs/2205.14574 (2022)
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Yeying Jin, Aashish Sharma, Robby T. Tan:
DC-ShadowNet: Single-Image Hard and Soft Shadow Removal Using Unsupervised Domain-Classifier Guided Network. CoRR abs/2207.10434 (2022)
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Yeying Jin, Wenhan Yang, Robby T. Tan:
Unsupervised Night Image Enhancement: When Layer Decomposition Meets Light-Effects Suppression. CoRR abs/2207.10564 (2022)
[i29]
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Yu Cheng, Yihao Ai, Bo Wang, Xinchao Wang, Robby T. Tan:
Bottom-Up 2D Pose Estimation via Dual Anatomical Centers for Small-Scale Persons. CoRR abs/2208.11975 (2022)
[i28]
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Yeying Jin, Wending Yan, Wenhan Yang, Robby T. Tan:
Structure Representation Network and Uncertainty Feedback Learning for Dense Non-Uniform Fog Removal. CoRR abs/2210.03061 (2022)
[i27]
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Yeying Jin, Wenhan Yang, Wei Ye, Yuan Yuan, Robby T. Tan:
ShadowDiffusion: Diffusion-based Shadow Removal using Classifier-driven Attention and Structure Preservation. CoRR abs/2211.08089 (2022)
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Shuwei Li, Jikai Wang, Michael S. Brown, Robby T. Tan:
TransCC: Transformer-based Multiple Illuminant Color Constancy Using Multitask Learning. CoRR abs/2211.08772 (2022)
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Xin Yang, Michael Bi Mi, Yuan Yuan, Xin Wang, Robby T. Tan:
Object Detection in Foggy Scenes by Embedding Depth and Reconstruction into Domain Adaptation. CoRR abs/2211.13409 (2022)
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  - https://dblp.org/rec/journals/corr/abs-2211-14751
Yeying Jin, Ruoteng Li, Wenhan Yang, Robby T. Tan:
Estimating Reflectance Layer from A Single Image: Integrating Reflectance Guidance and Shadow/Specular Aware Learning. CoRR abs/2211.14751 (2022)
2021
[i23]
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  - journals/corr/abs-2104-01797
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Yu Cheng, Bo Wang, Bo Yang, Robby T. Tan:
Monocular 3D Multi-Person Pose Estimation by Integrating Top-Down and Bottom-Up Networks. CoRR abs/2104.01797 (2021)
[i22]
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  - journals/corr/abs-2105-03089
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Lu Liu, Robby T. Tan:
Human Object Interaction Detection using Two-Direction Spatial Enhancement and Exclusive Object Prior. CoRR abs/2105.03089 (2021)
2020
[i21]
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  - journals/corr/abs-2004-01905
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Wending Yan, Aashish Sharma, Robby T. Tan:
Optical Flow in Dense Foggy Scenes using Semi-Supervised Learning. CoRR abs/2004.01905 (2020)
[i20]
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  - journals/corr/abs-2004-11822
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Yu Cheng, Bo Yang, Bo Wang, Robby T. Tan:
3D Human Pose Estimation using Spatio-Temporal Networks with Explicit Occlusion Training. CoRR abs/2004.11822 (2020)
[i19]
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  - journals/corr/abs-2010-04009
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Aashish Sharma, Robby T. Tan, Loong-Fah Cheong:
Single-Image Camera Response Function Using Prediction Consistency and Gradual Refinement. CoRR abs/2010.04009 (2020)
[i18]
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  - journals/corr/abs-2010-06844
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Cheng Yu, Bo Wang, Bo Yang, Robby T. Tan:
Multi-Scale Networks for 3D Human Pose Estimation with Inference Stage Optimization. CoRR abs/2010.06844 (2020)
[i17]
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  - journals/corr/abs-2010-07605
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Yuan Liu, Ruoteng Li, Robby T. Tan, Yu Cheng, Xiubao Sui:
Object Tracking Using Spatio-Temporal Future Prediction. CoRR abs/2010.07605 (2020)
[i16]
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  - journals/corr/abs-2012-11806
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Yu Cheng, Bo Wang, Bo Yang, Robby T. Tan:
Graph and Temporal Convolutional Networks for 3D Multi-person Pose Estimation in Monocular Videos. CoRR abs/2012.11806 (2020)
2019
[i15]
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  - journals/corr/abs-1901-05657
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Yingting Li, Lu Liu, Robby T. Tan:
Certainty-Driven Consistency Loss for Semi-supervised Learning. CoRR abs/1901.05657 (2019)
[i14]
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  - journals/corr/abs-1904-05050
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Ruoteng Li, Loong Fah Cheong, Robby T. Tan:
Heavy Rain Image Restoration: Integrating Physics Model and Conditional Adversarial Learning. CoRR abs/1904.05050 (2019)
[i13]
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  - journals/corr/abs-1906-08635
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Angelica I. Avilés-Rivero, Nicolas Papadakis, Ruoteng Li, Samar M. Alsaleh, Robby T. Tan, Carola-Bibiane Schönlieb:
Beyond Supervised Classification: Extreme Minimal Supervision with the Graph 1-Laplacian. CoRR abs/1906.08635 (2019)
[i12]
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  - journals/corr/abs-1907-10085
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Angelica I. Avilés-Rivero, Nicolas Papadakis, Ruoteng Li, Philip Sellars, Qingnan Fan, Robby T. Tan, Carola-Bibiane Schönlieb:
GraphX^NET-Chest X-Ray Classification Under Extreme Minimal Supervision. CoRR abs/1907.10085 (2019)
[i11]
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  - journals/corr/abs-1909-13701
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Aashish Sharma, Robby T. Tan, Loong-Fah Cheong:
Depth Estimation in Nighttime using Stereo-Consistent Cyclic Translations. CoRR abs/1909.13701 (2019)
[i10]
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  - journals/corr/abs-1912-07150
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Wenhan Yang, Robby T. Tan, Shiqi Wang, Yuming Fang, Jiaying Liu:
Single Image Deraining: From Model-Based to Data-Driven and Beyond. CoRR abs/1912.07150 (2019)
2018
[i9]
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  - journals/corr/abs-1812-04194
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Lu Liu, Robby T. Tan, Shaodi You:
Loss Guided Activation for Action Recognition in Still Images. CoRR abs/1812.04194 (2018)
2017
[i8]
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  - journals/corr/LiTC17
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Ruoteng Li, Robby T. Tan, Loong-Fah Cheong:
Robust Optical Flow Estimation in Rainy Scenes. CoRR abs/1704.05239 (2017)
[i7]
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  - journals/corr/abs-1711-10098
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Rui Qian, Robby T. Tan, Wenhan Yang, Jiajun Su, Jiaying Liu:
Attentive Generative Adversarial Network for Raindrop Removal from a Single Image. CoRR abs/1711.10098 (2017)
[i6]
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  - journals/corr/abs-1712-06830
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Ruoteng Li, Loong-Fah Cheong, Robby T. Tan:
Single Image Deraining using Scale-Aware Multi-Stage Recurrent Network. CoRR abs/1712.06830 (2017)
2016
[i5]
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  - journals/corr/YouTKMI16
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Shaodi You, Robby T. Tan, Rei Kawakami, Yasuhiro Mukaigawa, Katsushi Ikeuchi:
Waterdrop Stereo. CoRR abs/1604.00730 (2016)
[i4]
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  - journals/corr/YangLDT16
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Jiaolong Yang, Hongdong Li, Yuchao Dai, Robby T. Tan:
Robust Optical Flow Estimation of Double-Layer Images under Transparency or Reflection. CoRR abs/1605.01825 (2016)
[i3]
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  - journals/corr/LiYBT16
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Yu Li, Shaodi You, Michael S. Brown, Robby T. Tan:
Haze Visibility Enhancement: A Survey and Quantitative Benchmarking. CoRR abs/1607.06235 (2016)
[i2]
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  - journals/corr/YangTFLGY16
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Wenhan Yang, Robby T. Tan, Jiashi Feng, Jiaying Liu, Zongming Guo, Shuicheng Yan:
Joint Rain Detection and Removal via Iterative Region Dependent Multi-Task Learning. CoRR abs/1609.07769 (2016)
2015
[i1]
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  - journals/corr/MettesTV15
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Pascal Mettes, Robby T. Tan, Remco C. Veltkamp:
Water Detection through Spatio-Temporal Invariant Descriptors. CoRR abs/1511.00472 (2015)

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