Sungyong Baik

18 papers · 2020–2025 · 8 conferences · across top CS/AI conferences

Achievements

🐝 Cross-Pollinator (15) 🌍 Conference Polyglot (8) 🏃 Academic Marathon (5) 🌉 Interdisciplinary Bridge 🗺️ Taxonomy Completionist (29) 🧭 Keyword Pioneer 🐣 Hot Topic Early Bird 🏆 Grand Slam 🧬 Topic Evolution 🤝 Dynamic Duo (11) 💎 Century Club (18) 🗃️ Keyword Collector (66) 🔥 Unstoppable (6)

Conferences

CVPR (3) ICCV (3) ICLR (3) WACV (3) ECCV (2) NIPS (2) AAAI (1) ICML (1)

Top co-authors

Kyoung Mu Lee (11) Heewon Kim (6) Tae Hyun Kim (6) Junghun Oh (5) Cheeun Hong (4) Janghoon Choi (4) Myungsub Choi (3) Dongjin Kim (2) Daehyun Kim (1) Joon Hyun Park (1)

Keywords

image restoration (4) few-shot learning (3) semantic segmentation (2) model-agnostic meta-learning (2) model compression (2) neural network (2) video synthesis (1) video frame interpolation (1) image generation (1) hyperparameter optimization (1) neural architecture search (1) motion estimation (1) density estimation (1) attention mechanism (1) test-time adaptation (1) batch normalization (1) data augmentation (1) video restoration (1) anomaly detection (1) image segmentation (1)

Papers

Find A Winning Sign: Sign Is All We Need to Win the Lottery ICLR 2025

SeeDiff: Off-the-Shelf Seeded Mask Generation from Diffusion Models AAAI 2025

Difficulty Diversity and Plausibility: Dynamic Data-Free Quantization WACV 2025

Mitigating Parameter Interference in Model Merging via Sharpness-Aware Fine-Tuning ICLR 2025

CLOSER: Towards Better Representation Learning for Few-Shot Class-Incremental Learning ECCV 2024

LAN: Learning to Adapt Noise for Image Denoising CVPR 2024

sRGB Real Noise Modeling via Noise-Aware Sampling with Normalizing Flows ICLR 2024

SANFlow: Semantic-Aware Normalizing Flow for Anomaly Detection NIPS 2023

Learning Controllable Degradation for Real-World Super-Resolution via Constrained Flows ICML 2023

Semantic-Aware Dynamic Parameter for Video Inpainting Transformer ICCV 2023

CADyQ: Content-Aware Dynamic Quantization for Image Super-Resolution ECCV 2022

DAQ: Channel-Wise Distribution-Aware Quantization for Deep Image Super-Resolution Networks WACV 2022

Batch Normalization Tells You Which Filter Is Important WACV 2022

Searching for Controllable Image Restoration Networks ICCV 2021

Meta-Learning With Task-Adaptive Loss Function for Few-Shot Learning ICCV 2021

Meta-Learning with Adaptive Hyperparameters NIPS 2020

Scene-Adaptive Video Frame Interpolation via Meta-Learning CVPR 2020

Learning to Forget for Meta-Learning CVPR 2020