Shangquan Sun

5 papers · 2022–2025 · 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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🌍 Conference Polyglot · Bronze 🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (11) 🐣 Hot Topic Early Bird

Venues

CVPR (2) NeurIPS (2) ECCV (1)

Top co-authors

Wenqi Ren (5) Xiaochun Cao (5) Rui Wang (3) Tao Wang (1) Zikun Liu (1) Xinwei Gao (1) Shu Wang (1) Jingzhi Li (1) Jianhou Gan (1) Juxiang Zhou (1)

Research topics

Machine Learning (4) Computer Vision (2) Deep Learning (2) Learning Types (2) Processing (2) Artificial Intelligence (1) Application Areas (1) Architectures (1) Core AI (1) Core Methods (1) Domain-Specific (1) Optimization & Theory (1) Techniques (1)

Keywords

image restoration (2) semi-supervised learning (1) ensemble learning (1) object detection (1) knowledge distillation (1) kl divergence (1) expectation maximization (1) image dehazing (1) video restoration (1) adversarial attack (1) state space model (1) gaussian mixture model (1) low-light enhancement (1) temperature scaling (1) student model (1) rain streak removal (1) pseudo ground truth (1) video deraining (1) logit standardization (1) model compression (1)

Papers

Semi-Supervised State-Space Model with Dynamic Stacking Filter for Real-World Video Deraining CVPR 2025 EnsIR: An Ensemble Algorithm for Image Restoration via Gaussian Mixture Models NeurIPS 2024 Logit Standardization in Knowledge Distillation CVPR 2024 Restoring Images in Adverse Weather Conditions via Histogram Transformer ECCV 2024 Rethinking Image Restoration for Object Detection NeurIPS 2022