Kyumin Hwang

5 papers · 2025–2026 · 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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🌍 Conference Polyglot · Bronze 🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (16) ⭐ Rising Star (5)

Venues

AAAI (2) CVPR (2) ICLR (1)

Top co-authors

Sunghoon Im (5) Wonhyeok Choi (5) Minwoo Choi (4) Jihun Park (3) Jaeyeul Kim (3) Kyoungmin Lee (3) Jongmin Gim (2) Wonjoon Choi (1) Mingyu Shin (1) Hyeonseo Jo (1)

Research topics

Computer Vision (4) Deep Learning (4) Learning Types · Deep Learning (3) Machine Learning (2) Analysis (2) Core Methods (2) Generation (2) Learning Types · Machine Learning (2) Artificial Intelligence (1) Core AI (1) Models (1) Processing (1) Techniques (1)

Keywords

knowledge distillation (2) self-supervised learning (2) reflective surface (2) monocular depth estimation (1) text-to-image generation (1) singular value decomposition (1) reward function (1) diffusion model (1) autoregressive model (1) style personalization (1) feature decomposition (1) cooperative multi-agent reinforcement learning (1) gradient conflict (1) style consistency (1) multi-task optimization (1) intrinsic image decomposition (1) photometric consistency (1) photometric error (1) identity consistency (1) attention guidance (1)

Papers

A Training-Free Style-Personalization via SVD-Based Feature Decomposition CVPR 2026 Infinite-Story: A Training-Free Consistent Text-to-Image Generation AAAI 2026 TaskForce: Cooperative Multi-agent Reinforcement Learning for Multi-task Optimization CVPR 2026 Intrinsic Image Decomposition for Robust Self-supervised Monocular Depth Estimation on Reflective Surfaces AAAI 2025 Self-supervised Monocular Depth Estimation Robust to Reflective Surface Leveraged by Triplet Mining ICLR 2025