Sanghyun Son

14 papers · 2018–2026 · 7 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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🌍 Conference Polyglot · Silver 🌉 Interdisciplinary Bridge · Silver 🗺️ Taxonomy Completionist (20) 🏃 Academic Marathon · Sprint 🐣 Hot Topic Early Bird

🌈 Renaissance Researcher (5) 🔥 Unstoppable · Bronze 🚀 Conference Pioneer 💎 Century Club · Bronze 🗃️ Keyword Collector (60)

Venues

CVPR (5) ICCV (3) NeurIPS (2) ECCV (1) ICLR (1) ICML (1) WACV (1)

Top co-authors

Kyoung Mu Lee (9) Seungjun Nah (3) Ming C. Lin (3) Matheus Gadelha (3) Yi Zhou (3) Zexiang Xu (2) Yi-Ling Qiao (2) Ming Lin (2) Yang Zhou (2) Reyhaneh Neshatavar (2)

Research topics

Computer Vision (10) Processing (8) Deep Learning (7) Machine Learning (6) Architectures (4) Learning Types (4) Analysis (3) Artificial Intelligence (2) Computer Science (2) Reinforcement Learning (2) Applications (2) Core AI (2) Methods (2) Models (2) Optimization & Theory (2)

Keywords

image denoising (2) self-supervised learning (2) perceptual quality (2) noise modeling (2) 3d reconstruction (2) convolutional neural network (2) differentiable rendering (2) image restoration (2) temporal dynamics (1) neural rendering (1) policy gradient (1) motion blur (1) image super-resolution (1) information theoretic (1) hidden state (1) point cloud (1) generative model (1) image deblurring (1) variance reduction (1) gradient-based optimization (1)

Papers

MeshSplatting: Differentiable Rendering with Opaque Meshes CVPR 2026 DMesh++: An Efficient Differentiable Mesh for Complex Shapes ICCV 2025 Time-Aware World Model for Adaptive Prediction and Control ICML 2025 DMesh: A Differentiable Mesh Representation NeurIPS 2024 ICF-SRSR: Invertible Scale-Conditional Function for Self-Supervised Real-World Single Image Super-Resolution WACV 2024 Content-Aware Local GAN for Photo-Realistic Super-Resolution ICCV 2023 Gradient Informed Proximal Policy Optimization NeurIPS 2023 AP-BSN: Self-Supervised Denoising for Real-World Images via Asymmetric PD and Blind-Spot Network CVPR 2022 Clean Images are Hard to Reblur: Exploiting the Ill-Posed Inverse Task for Dynamic Scene Deblurring ICLR 2022 CVF-SID: Cyclic Multi-Variate Function for Self-Supervised Image Denoising by Disentangling Noise From Image CVPR 2022 C2N: Practical Generative Noise Modeling for Real-World Denoising ICCV 2021 SRWarp: Generalized Image Super-Resolution under Arbitrary Transformation CVPR 2021 Recurrent Neural Networks With Intra-Frame Iterations for Video Deblurring CVPR 2019 Clustering Convolutional Kernels to Compress Deep Neural Networks ECCV 2018