Stanley H. Chan

13 papers · 2020–2026 · 3 venues · across top CS/AI venues

Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.

Achievements

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🗺️ Taxonomy Completionist (31) 🏃 Academic Marathon · Sprint 🌍 Conference Polyglot · Bronze 🌉 Interdisciplinary Bridge · Gold 🐣 Hot Topic Early Bird

🏆 Keyword Champion (3) 🗃️ Keyword Collector (61) 📈 Trend Setter 💎 Century Club · Bronze 🔥 Unstoppable · Bronze 🌈 Renaissance Researcher (5)

Venues

CVPR (8) ECCV (3) ICCV (2)

Top co-authors

Yiheng Chi (5) Zhiyuan Mao (5) Xingguang Zhang (4) Nicholas Chimitt (3) Abhiram Gnanasambandam (2) Zhangyang Wang (2) AJAY JAISWAL (2) Yu Yuan (2) Xijun Wang (2) Yash Sanghvi (1)

Research topics

Computer Vision (7) Deep Learning (6) Processing (5) Analysis (4) Machine Learning (3) Architectures (3) Mathematics & Optimization (2) Application Areas (2) Core Methods (2) Learning Types (2) Models (2) Optimization (2) Optimization & Theory (2) Artificial Intelligence (1) Computer Science (1)

Keywords

image restoration (4) turbulence mitigation (3) atmospheric turbulence (2) transfer learning (1) gradient-based optimization (1) video generation (1) computer vision (1) knowledge distillation (1) feature matching (1) single-photon imaging (1) deep learning (1) image denoising (1) blur estimation (1) kernel estimation (1) maximum likelihood estimation (1) signal-to-noise ratio (1) noise robustness (1) generative model (1) state space model (1) image fusion (1)

Papers

SeeU: Seeing the Unseen World via 4D Dynamics-aware Generation CVPR 2026 Learning Phase Distortion with Selective State Space Models for Video Turbulence Mitigation CVPR 2025 Generative Quanta Color Imaging CVPR 2024 Resolution Limit of Single-Photon LiDAR CVPR 2024 Spatio-Temporal Turbulence Mitigation: A Translational Perspective CVPR 2024 HDR Imaging With Spatially Varying Signal-to-Noise Ratios CVPR 2023 Physics-Driven Turbulence Image Restoration with Stochastic Refinement ICCV 2023 Structured Kernel Estimation for Photon-Limited Deconvolution CVPR 2023 Single Frame Atmospheric Turbulence Mitigation: A Benchmark Study and a New Physics-Inspired Transformer Model ECCV 2022 Accelerating Atmospheric Turbulence Simulation via Learned Phase-to-Space Transform ICCV 2021 Student-Teacher Learning From Clean Inputs to Noisy Inputs CVPR 2021 Dynamic Low-light Imaging with Quanta Image Sensors ECCV 2020 Image Classification in the Dark using Quanta Image Sensors ECCV 2020