Robby T. Tan
National University of Singapore
66 conference papers
4 as first author
38 as last author
24 as co-author
18 journal papers
2 as first author
6 as last author
10 as co-author
12 committee roles
Recent activity
- 2026 AAAI Aggregating Diverse Cue Experts for AI-Generated Image Detection
- 2026 AAAI Bridging Day and Night: Target-Class Hallucination Suppression in Unpaired Image Translation
- 2026 CVPR CrossHOI-Bench: A Unified Benchmark for HOI Evaluation across Vision-Language Models and HOI-Specific Methods
- 2026 CVPR Mind the Gap: Transferring Labels to Align Object Detection Datasets
- 2026 CVPR UDAPose: Unsupervised Domain Adaptation for Low-Light Human Pose Estimation
- 2026 CVPR White-Balance First, Adjust Later: Cross-Camera Color Constancy via Vision-Language Evaluation
- 2026 ECCV Actor as Its Own Critic: Unifying Region Understanding and Localization via CycleGRPO
- 2026 ECCV Token-Based Affordance Grounding with Large Vision-Language Models
- 2026 ECCV UC-VLM: Consistency-Driven Learning for AI-Generated Image Detection with Vision-Language Large Models
- 2026 Committee Lead area chair, CVPR 2026
- 2026 Committee Lead area chair, ECCV 2026
- 2026 Committee Area chair, ICML 2026
- 2025 AAAI NightHaze: Nighttime Image Dehazing via Self-Prior Learning
- 2025 AAAI Semantic Segmentation on Raindrop Degraded Images Using Two-Stage Dual Teacher-Student Learning
- 2025 CVPR Mamba as a Bridge: Where Vision Foundation Models Meet Vision Language Models for Domain-Generalized Semantic Segmentation
- 2025 CVPR Synthetic-to-Real Self-supervised Robust Depth Estimation via Learning with Motion and Structure Priors
- 2025 ICCV HOLa: Zero-Shot HOI Detection with Low-Rank Decomposed VLM Feature Adaptation
- 2025 NeurIPS 3DOT: Texture Transfer for 3DGS Objects from a Single Reference Image
- 2025 NeurIPS GeoComplete: Geometry-Aware Diffusion for Reference-Driven Image Completion
- 2025 Committee Lead area chair, CVPR 2025
- 2025 Committee Lead area chair, ICCV 2025
- 2025 Committee Area chair, NeurIPS 2025
Publications 84
2026
- AAAI Aggregating Diverse Cue Experts for AI-Generated Image Detection Last author Lei Tan, Shuwei Li, Mohan Kankanhalli, Robby T. Tan
- AAAI Bridging Day and Night: Target-Class Hallucination Suppression in Unpaired Image Translation Last author Shuwei Li, Lei Tan, Robby T. Tan
- CVPR CrossHOI-Bench: A Unified Benchmark for HOI Evaluation across Vision-Language Models and HOI-Specific Methods Last author Qinqian Lei, Bo Wang, Robby T. Tan
- CVPR Mind the Gap: Transferring Labels to Align Object Detection Datasets Last author Mikhail Kennerley, Angelica I. Aviles-Rivero, Carola-Bibiane Schönlieb, Robby T. Tan
- CVPR UDAPose: Unsupervised Domain Adaptation for Low-Light Human Pose Estimation Haopeng Chen, Yihao Ai, Kabeen Kim, Robby T. Tan, Yixin Chen, Bo Wang
- CVPR White-Balance First, Adjust Later: Cross-Camera Color Constancy via Vision-Language Evaluation Last author Shuwei Li, Lei Tan, Robby T. Tan
- ECCV Actor as Its Own Critic: Unifying Region Understanding and Localization via CycleGRPO Xin Zhang, Haochen Wang, Yikang Zhou, Zhuochen Wang, Robby T. Tan, Xiangtai Li
- ECCV Token-Based Affordance Grounding with Large Vision-Language Models Seung Il Lee, Qinqian Lei, Daguang Xu, Dong Yang, Robby T. Tan, Yixin Chen, Bo Wang
- ECCV UC-VLM: Consistency-Driven Learning for AI-Generated Image Detection with Vision-Language Large Models Last author Lei Tan, Shuwei Li, Mohan Kankanhalli, Robby T. Tan
2025
- AAAI NightHaze: Nighttime Image Dehazing via Self-Prior Learning Last author Beibei Lin, Yeying Jin, Wending Yan, Wei Ye, Yuan Yuan, Robby T. Tan
- AAAI Semantic Segmentation on Raindrop Degraded Images Using Two-Stage Dual Teacher-Student Learning Last author Xin Yang, Wending Yan, Yuan Yuan, Michael Bi Mi, Robby T. Tan
- CVPR Mamba as a Bridge: Where Vision Foundation Models Meet Vision Language Models for Domain-Generalized Semantic Segmentation Last author Xin Zhang, Robby T. Tan
- CVPR Synthetic-to-Real Self-supervised Robust Depth Estimation via Learning with Motion and Structure Priors Last author Weilong Yan, Ming Li, Haipeng Li, Shuwei Shao, Robby T. Tan
- ICCV HOLa: Zero-Shot HOI Detection with Low-Rank Decomposed VLM Feature Adaptation Last author Qinqian Lei, Bo Wang, Robby T. Tan
- NeurIPS 3DOT: Texture Transfer for 3DGS Objects from a Single Reference Image Last author Xiao Cao, Beibei Lin, Bo Wang, Zhiyong Huang, Robby T. Tan
- NeurIPS GeoComplete: Geometry-Aware Diffusion for Reference-Driven Image Completion Last author Beibei Lin, Tingting Chen, Robby T. Tan
2024
- AAAI DeS3: Adaptive Attention-Driven Self and Soft Shadow Removal Using ViT Similarity Last author Yeying Jin, Wei Ye, Wenhan Yang, Yuan Yuan, Robby T. Tan
- AAAI Few-Shot Learning from Augmented Label-Uncertain Queries in Bongard-HOI Last author Qinqian Lei, Bo Wang, Robby T. Tan
- AAAI HEAP: Unsupervised Object Discovery and Localization with Contrastive Grouping Last author Xin Zhang, Jinheng Xie, Yuan Yuan, Michael Bi Mi, Robby T. Tan
- AAAI NightRain: Nighttime Video Deraining via Adaptive-Rain-Removal and Adaptive-Correction Last author Beibei Lin, Yeying Jin, Wending Yan, Wei Ye, Yuan Yuan, Shunli Zhang, Robby T. Tan
- AAAI Restoring Speaking Lips from Occlusion for Audio-Visual Speech Recognition Jiadong Wang, Zexu Pan, Malu Zhang, Robby T. Tan, Haizhou Li
- AAAI Semantic Segmentation in Multiple Adverse Weather Conditions with Domain Knowledge Retention Last author Xin Yang, Wending Yan, Yuan Yuan, Michael Bi Mi, Robby T. Tan
- CVPR CAT: Exploiting Inter-Class Dynamics for Domain Adaptive Object Detection Last author Mikhail Kennerley, Jian-Gang Wang, Bharadwaj Veeravalli, Robby T. Tan
- CVPR NightCC: Nighttime Color Constancy via Adaptive Channel Masking Last author Shuwei Li, Robby T. Tan
- ECCV Domain-Adaptive 2D Human Pose Estimation via Dual Teachers in Extremely Low-Light Conditions Last author Yihao Ai, Yifei Qi, Bo Wang, Yu Cheng, Xinchao Wang, Robby T. Tan
- ECCV Dual-Rain: Video Rain Removal Using Assertive and Gentle Teachers Last author Tingting Chen, Beibei Lin, Yeying Jin, Wending Yan, Wei Ye, Yuan Yuan, Robby T. Tan
- NeurIPS EZ-HOI: VLM Adaptation via Guided Prompt Learning for Zero-Shot HOI Detection Last author Qinqian Lei, Bo Wang, Robby T. Tan
- NeurIPS End-to-End Video Semantic Segmentation in Adverse Weather using Fusion Blocks and Temporal-Spatial Teacher-Student Learning Last author Xin Yang, Wending Yan, Michael Bi Mi, Yuan Yuan, Robby T. Tan
- TPAMI Learning to Remove Rain in Video With Self-Supervision Wenhan Yang, Robby T. Tan, Shiqi Wang, Alex C. Kot, Jiaying Liu
2023
- AAAI Estimating Reflectance Layer from a Single Image: Integrating Reflectance Guidance and Shadow/Specular Aware Learning Last author Yeying Jin, Ruoteng Li, Wenhan Yang, Robby T. Tan
- CVPR 2PCNet: Two-Phase Consistency Training for Day-to-Night Unsupervised Domain Adaptive Object Detection Last author Mikhail Kennerley, Jian-Gang Wang, Bharadwaj Veeravalli, Robby T. Tan
- CVPR DSFNet: Dual Space Fusion Network for Occlusion-Robust 3D Dense Face Alignment Last author Heyuan Li, Bo Wang, Yu Cheng, Mohan S. Kankanhalli, Robby T. Tan
- CVPR EqMotion: Equivariant Multi-Agent Motion Prediction with Invariant Interaction Reasoning Chenxin Xu, Robby T. Tan, Yuhong Tan, Siheng Chen, Yu Guang Wang, Xinchao Wang, Yanfeng Wang
- CVPR Seeing What You Said: Talking Face Generation Guided by a Lip Reading Expert Jiadong Wang, Xinyuan Qian, Malu Zhang, Robby T. Tan, Haizhou Li
- ICCV Auxiliary Tasks Benefit 3D Skeleton-based Human Motion Prediction Chenxin Xu, Robby T. Tan, Yuhong Tan, Siheng Chen, Xinchao Wang, Yanfeng Wang
- ICCV Deep Homography Mixture for Single Image Rolling Shutter Correction Weilong Yan, Robby T. Tan, Bing Zeng, Shuaicheng Liu
- PR Bottom-up 2D pose estimation via dual anatomical centers for small-scale persons Last author Yu Cheng, Yihao Ai, Bo Wang, Xinchao Wang, Robby T. Tan
- TPAMI Dual Networks Based 3D Multi-Person Pose Estimation From Monocular Video Last author Yu Cheng, Bo Wang, Robby T. Tan
2022
- ECCV Unsupervised Night Image Enhancement: When Layer Decomposition Meets Light-Effects Suppression Last author Yeying Jin, Wenhan Yang, Robby T. Tan
- PR Human object interaction detection using two-direction spatial enhancement and exclusive object prior Last author Lu Liu, Robby T. Tan
- TIP Feature-Aligned Video Raindrop Removal With Temporal Constraints Last author Wending Yan, Lu Xu, Wenhan Yang, Robby T. Tan
- TPAMI Recurrent Multi-Frame Deraining: Combining Physics Guidance and Adversarial Learning Wenhan Yang, Robby T. Tan, Jiashi Feng, Shiqi Wang, Bin Cheng, Jiaying Liu
2021
- AAAI Graph and Temporal Convolutional Networks for 3D Multi-person Pose Estimation in Monocular Videos Last author Yu Cheng, Bo Wang, Bo Yang, Robby T. Tan
- CVPR Monocular 3D Multi-Person Pose Estimation by Integrating Top-Down and Bottom-Up Networks Last author Yu Cheng, Bo Wang, Bo Yang, Robby T. Tan
- CVPR Nighttime Visibility Enhancement by Increasing the Dynamic Range and Suppression of Light Effects Last author Aashish Sharma, Robby T. Tan
- CVPR Self-Aligned Video Deraining With Transmission-Depth Consistency Wending Yan, Robby T. Tan, Wenhan Yang, Dengxin Dai
- ICCV DC-ShadowNet: Single-Image Hard and Soft Shadow Removal Using Unsupervised Domain-Classifier Guided Network Last author Yeying Jin, Aashish Sharma, Robby T. Tan
- IJCV Guest Editorial: Special Issue on "Computer Vision for All Seasons: Adverse Weather and Lighting Conditions" Dengxin Dai, Robby T. Tan, Vishal Patel, Jiri Matas, Bernt Schiele, Luc Van Gool
- PR Certainty driven consistency loss on multi-teacher networks for semi-supervised learning Last author Lu Liu, Robby T. Tan
- TPAMI Single Image Deraining: From Model-Based to Data-Driven and Beyond Wenhan Yang, Robby T. Tan, Shiqi Wang, Yuming Fang, Jiaying Liu
2020
- AAAI 3D Human Pose Estimation Using Spatio-Temporal Networks with Explicit Occlusion Training Last author Yu Cheng, Bo Yang, Bo Wang, Robby T. Tan
- CVPR All in One Bad Weather Removal Using Architectural Search Ruoteng Li, Robby T. Tan, Loong-Fah Cheong
- CVPR Optical Flow in Dense Foggy Scenes Using Semi-Supervised Learning Last author Wending Yan, Aashish Sharma, Robby T. Tan
- CVPR Self-Learning Video Rain Streak Removal: When Cyclic Consistency Meets Temporal Correspondence Wenhan Yang, Robby T. Tan, Shiqi Wang, Jiaying Liu
- ECCV Nighttime Defogging Using High-Low Frequency Decomposition and Grayscale-Color Networks Wending Yan, Robby T. Tan, Dengxin Dai
- ECCV Object Tracking Using Spatio-Temporal Networks for Future Prediction Location Yuan Liu, Ruoteng Li, Yu Cheng, Robby T. Tan, Xiubao Sui
- TPAMI Joint Rain Detection and Removal from a Single Image with Contextualized Deep Networks Wenhan Yang, Robby T. Tan, Jiashi Feng, Zongming Guo, Shuicheng Yan, Jiaying Liu
2019
- CVPR Heavy Rain Image Restoration: Integrating Physics Model and Conditional Adversarial Learning Last author Ruoteng Li, Loong-Fah Cheong, Robby T. Tan
- ICCV Occlusion-Aware Networks for 3D Human Pose Estimation in Video Last author Yu Cheng, Bo Yang, Bo Wang, Wending Yan, Robby T. Tan
- ICCV RainFlow: Optical Flow Under Rain Streaks and Rain Veiling Effect Ruoteng Li, Robby T. Tan, Loong Fah Cheong, Angelica I. Avilés-Rivero, Qingnan Fan, Carola Schönlieb
2018
- CVPR Attentive Generative Adversarial Network for Raindrop Removal From a Single Image Rui Qian, Robby T. Tan, Wenhan Yang, Jiajun Su, Jiaying Liu
- ECCV Robust Optical Flow in Rainy Scenes Ruoteng Li, Robby T. Tan, Loong-Fah Cheong
2017
- CVIU Haze visibility enhancement: A Survey and quantitative benchmarking Last author Yu Li, Shaodi You, Michael S. Brown, Robby T. Tan
- CVIU Water detection through spatio-temporal invariant descriptors Pascal Mettes, Robby T. Tan, Remco C. Veltkamp
- CVPR Deep Joint Rain Detection and Removal from a Single Image Wenhan Yang, Robby T. Tan, Jiashi Feng, Jiaying Liu, Zongming Guo, Shuicheng Yan
- TIP Single Image Rain Streak Decomposition Using Layer Priors Yu Li, Robby T. Tan, Xiaojie Guo, Jiangbo Lu, Michael S. Brown
2016
- CVPR Rain Streak Removal Using Layer Priors Yu Li, Robby T. Tan, Xiaojie Guo, Jiangbo Lu, Michael S. Brown
- CVPR Robust Optical Flow Estimation of Double-Layer Images under Transparency or Reflection Last author Jiaolong Yang, Hongdong Li, Yuchao Dai, Robby T. Tan
- PR Understanding image concepts using ISTOP model Mohsen Sardari Zarchi, Robby T. Tan, Coert Van Gemeren, Amir Hassan Monadjemi, Remco C. Veltkamp
- TPAMI Adherent Raindrop Modeling, Detectionand Removal in Video Shaodi You, Robby T. Tan, Rei Kawakami, Yasuhiro Mukaigawa, Katsushi Ikeuchi
2015
- CVPR Simultaneous video defogging and stereo reconstruction Zhuwen Li, Ping Tan, Robby T. Tan, Danping Zou, Steven Zhiying Zhou, Loong-Fah Cheong
- ICCV Nighttime Haze Removal with Glow and Multiple Light Colors Yu Li, Robby T. Tan, Michael S. Brown
2014
- ECCV A Contrast Enhancement Framework with JPEG Artifacts Suppression Yu Li, Fangfang Guo, Robby T. Tan, Michael S. Brown
2013
- CVPR Adherent Raindrop Detection and Removal in Video Shaodi You, Robby T. Tan, Rei Kawakami, Katsushi Ikeuchi
- IJCV Camera Spectral Sensitivity and White Balance Estimation from Sky Images Rei Kawakami, Hongxun Zhao, Robby T. Tan, Katsushi Ikeuchi
2010
- CVPR Estimating optical properties of layered surfaces using the spider model Tetsuro Morimoto, Robby T. Tan, Rei Kawakami, Katsushi Ikeuchi
2008
- CVPR Visibility in bad weather from a single image First author Robby T. Tan
2005
- CVPR Reflection Components Decomposition of Textured Surfaces Using Linear Basis Functions First author Robby T. Tan, Katsushi Ikeuchi
- ICCV Consistent Surface Color for Texturing Large Objects in Outdoor Scenes Last author Rei Kawakami, Katsushi Ikeuchi, Robby T. Tan
- TPAMI Separating Reflection Components of Textured Surfaces Using a Single Image First author Robby T. Tan, Katsushi Ikeuchi
2004
- TPAMI Separating Reflection Components Based on Chromaticity and Noise Analysis First author Robby T. Tan, Ko Nishino, Katsushi Ikeuchi
2003
- CVPR Illumination Chromaticity Estimation using Inverse-Intensity Chromaticity Space First author Robby T. Tan, Ko Nishino, Katsushi Ikeuchi
- ICCV Polarization-based Inverse Rendering from a Single View Daisuke Miyazaki, Robby T. Tan, Kenji Hara, Katsushi Ikeuchi
- ICCV Separating Reflection Components of Textured Surfaces using a Single Image First author Robby T. Tan, Katsushi Ikeuchi