Wonil Song

3 papers · 2020–2024 · 3 venues · across top CS/AI venues

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Achievements

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🌍 Conference Polyglot · Bronze 🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (10)

Venues

AAAI (1) CVPR (1) NeurIPS (1)

Top co-authors

Kwanghoon Sohn (3) Hyesong Choi (2) Dongbo Min (2) Hunsang Lee (1) Somi Jeong (1) Sangryul Jeon (1) Sungil Choi (1)

Research topics

Machine Learning (2) Reinforcement Learning (2) Methods (2) Computer Vision (1) Deep Learning (1) Application Areas (1) Architectures (1) Core Methods (1) Generation (1) Learning Types (1) Models (1) Processing (1) Techniques (1)

Keywords

visual reinforcement learning (2) representation learning (1) feature learning (1) domain generalization (1) image restoration (1) stereo vision (1) self-supervised learning (1) attention mechanism (1) data augmentation (1) image super-resolution (1) spatial structure (1) feature aggregation (1) correspondence learning (1) image encoder (1) stereo image super-resolution (1) stereo consistency (1) deep reinforcement learning (1) parallax attention (1)

Papers

A Simple Framework for Generalization in Visual RL under Dynamic Scene Perturbations NeurIPS 2024 Local-Guided Global: Paired Similarity Representation for Visual Reinforcement Learning CVPR 2023 Stereoscopic Image Super-Resolution with Stereo Consistent Feature AAAI 2020