Robby T. Tan
57 papers · 2013–2026 · 7 venues · across top CS/AI venues
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Achievements
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πΊοΈ Taxonomy Completionist (84) π Conference Polyglot Β· Silver π Academic Marathon Β· Half π Interdisciplinary Bridge Β· Silver π£ Hot Topic Early Bird
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Conference Loyalist
(25)
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Dynamic Duo
(11)
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Keyword Champion
(2)
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Deep Specialist
(18)
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Conference Pioneer
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Unstoppable Β· Silver
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Prolific Year Β· Prolific
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Century Club Β· Silver
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Renaissance Researcher
(6)
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Keyword Collector
(236)
Top co-authors
Research topics
Computer Vision
(43)
Machine Learning
(29)
Deep Learning
(26)
Analysis
(25)
Processing
(23)
Learning Types Β· Deep Learning
(21)
Artificial Intelligence
(17)
Learning Types Β· Machine Learning
(17)
Core AI Β· Artificial Intelligence
(13)
Application Areas
(10)
Learning Paradigms
(8)
Architectures
(6)
Core Methods
(5)
Core AI Β· Computer Vision
(3)
Generation
(3)
Keywords
image restoration
(18)
domain adaptation
(8)
semantic segmentation
(7)
video processing
(6)
vision-language model
(5)
object detection
(5)
self-supervised learning
(4)
image deraining
(4)
depth estimation
(4)
rain removal
(4)
occlusion handling
(4)
human pose estimation
(4)
large language model
(4)
unsupervised domain adaptation
(3)
rain streak removal
(3)
zero-shot learning
(3)
3d pose estimation
(3)
temporal convolutional network
(3)
semi-supervised learning
(3)
human-object interaction
(3)
Papers
Aggregating Diverse Cue Experts for AI-Generated Image Detection
AAAI 2026
Bridging Day and Night: Target-Class Hallucination Suppression in Unpaired Image Translation
AAAI 2026
CodeJudgeBench: Benchmarking LLM-as-a-Judge for Coding Tasks
ACL 2026
CrossHOI-Bench: A Unified Benchmark for HOI Evaluation across Vision-Language Models and HOI-Specific Methods
CVPR 2026
Mind the Gap: Transferring Labels to Align Object Detection Datasets
CVPR 2026
NaturalSloth: Revisiting Denial-of-Service Attacks on Large Language Models
ACL 2026
UDAPose: Unsupervised Domain Adaptation for Low-Light Human Pose Estimation
CVPR 2026
White-Balance First, Adjust Later: Cross-Camera Color Constancy via Vision-Language Evaluation
CVPR 2026
HOLa: Zero-Shot HOI Detection with Low-Rank Decomposed VLM Feature Adaptation
ICCV 2025
Mamba as a Bridge: Where Vision Foundation Models Meet Vision Language Models for Domain-Generalized Semantic Segmentation
CVPR 2025
NightHaze: Nighttime Image Dehazing via Self-Prior Learning
AAAI 2025
Semantic Segmentation on Raindrop Degraded Images Using Two-Stage Dual Teacher-Student Learning
AAAI 2025
Synthetic-to-Real Self-supervised Robust Depth Estimation via Learning with Motion and Structure Priors
CVPR 2025
uMedSum: A Unified Framework for Clinical Abstractive Summarization
ACL 2025
Beyond Single-Audio: Advancing Multi-Audio Processing in Audio Large Language Models
EMNLP 2024
CAT: Exploiting Inter-Class Dynamics for Domain Adaptive Object Detection
CVPR 2024
DeS3: Adaptive Attention-Driven Self and Soft Shadow Removal Using ViT Similarity
AAAI 2024
Domain-Adaptive 2D Human Pose Estimation via Dual Teachers in Extremely Low-Light Conditions
ECCV 2024
Dual-Rain: Video Rain Removal using Assertive and Gentle Teachers
ECCV 2024
End-to-End Video Semantic Segmentation in Adverse Weather using Fusion Blocks and Temporal-Spatial Teacher-Student Learning
NeurIPS 2024
EZ-HOI: VLM Adaptation via Guided Prompt Learning for Zero-Shot HOI Detection
NeurIPS 2024
Few-Shot Learning from Augmented Label-Uncertain Queries in Bongard-HOI
AAAI 2024
HEAP: Unsupervised Object Discovery and Localization with Contrastive Grouping
AAAI 2024
NightCC: Nighttime Color Constancy via Adaptive Channel Masking
CVPR 2024
NightRain: Nighttime Video Deraining via Adaptive-Rain-Removal and Adaptive-Correction
AAAI 2024
Restoring Speaking Lips from Occlusion for Audio-Visual Speech Recognition
AAAI 2024
Semantic Segmentation in Multiple Adverse Weather Conditions with Domain Knowledge Retention
AAAI 2024
2PCNet: Two-Phase Consistency Training for Day-to-Night Unsupervised Domain Adaptive Object Detection
CVPR 2023
Auxiliary Tasks Benefit 3D Skeleton-based Human Motion Prediction
ICCV 2023
Deep Homography Mixture for Single Image Rolling Shutter Correction
ICCV 2023
DSFNet: Dual Space Fusion Network for Occlusion-Robust 3D Dense Face Alignment
CVPR 2023
EqMotion: Equivariant Multi-Agent Motion Prediction With Invariant Interaction Reasoning
CVPR 2023
Estimating Reflectance Layer from a Single Image: Integrating Reflectance Guidance and Shadow/Specular Aware Learning
AAAI 2023
Seeing What You Said: Talking Face Generation Guided by a Lip Reading Expert
CVPR 2023
Unsupervised Night Image Enhancement: When Layer Decomposition Meets Light-Effects Suppression
ECCV 2022
DC-ShadowNet: Single-Image Hard and Soft Shadow Removal Using Unsupervised Domain-Classifier Guided Network
ICCV 2021
Graph and Temporal Convolutional Networks for 3D Multi-person Pose Estimation in Monocular Videos
AAAI 2021
Monocular 3D Multi-Person Pose Estimation by Integrating Top-Down and Bottom-Up Networks
CVPR 2021
Nighttime Visibility Enhancement by Increasing the Dynamic Range and Suppression of Light Effects
CVPR 2021
Self-Aligned Video Deraining With Transmission-Depth Consistency
CVPR 2021
3D Human Pose Estimation Using Spatio-Temporal Networks with Explicit Occlusion Training
AAAI 2020
All in One Bad Weather Removal Using Architectural Search
CVPR 2020
Nighttime Defogging Using High-Low Frequency Decomposition and Grayscale-Color Networks
ECCV 2020
Object Tracking using Spatio-Temporal Networks for Future Prediction Location
ECCV 2020
Optical Flow in Dense Foggy Scenes Using Semi-Supervised Learning
CVPR 2020
Self-Learning Video Rain Streak Removal: When Cyclic Consistency Meets Temporal Correspondence
CVPR 2020
Heavy Rain Image Restoration: Integrating Physics Model and Conditional Adversarial Learning
CVPR 2019
Occlusion-Aware Networks for 3D Human Pose Estimation in Video
ICCV 2019
RainFlow: Optical Flow Under Rain Streaks and Rain Veiling Effect
ICCV 2019
Attentive Generative Adversarial Network for Raindrop Removal From a Single Image
CVPR 2018
Robust Optical Flow in Rainy Scenes
ECCV 2018
Deep Joint Rain Detection and Removal From a Single Image
CVPR 2017
Rain Streak Removal Using Layer Priors
CVPR 2016
Robust Optical Flow Estimation of Double-Layer Images Under Transparency or Reflection
CVPR 2016
Nighttime Haze Removal With Glow and Multiple Light Colors
ICCV 2015
Simultaneous Video Defogging and Stereo Reconstruction
CVPR 2015
Adherent Raindrop Detection and Removal in Video
CVPR 2013