Gwanhyeong Koo
10 papers · 2023–2026 · 6 venues · across top CS/AI venues
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Achievements
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🗺️ Taxonomy Completionist (19) 🐣 Hot Topic Early Bird 🌍 Conference Polyglot · Silver 🌉 Interdisciplinary Bridge · Bronze 🤝 Dynamic Duo (10)
⚡
Prolific Year · Productive
💎
Century Club · Bronze
Top co-authors
Research topics
Computer Vision
(6)
Generation
(5)
Processing
(5)
Deep Learning
(3)
Analysis
(3)
Artificial Intelligence
(2)
Machine Learning
(2)
Core AI
(2)
Models
(2)
Computer Science
(1)
Applications
(1)
Architectures
(1)
Learning Types · Deep Learning
(1)
Learning Types · Machine Learning
(1)
Optimization & Theory
(1)
Keywords
diffusion model
(3)
pose estimation
(1)
image editing
(1)
multimodal learning
(1)
image synthesis
(1)
video retrieval
(1)
weakly supervised learning
(1)
edge detection
(1)
optical flow
(1)
state space model
(1)
image generation
(1)
vision-language model
(1)
human image animation
(1)
multimodal large language model
(1)
advantage estimation
(1)
denoising process
(1)
virtual try-on
(1)
cross-attention mechanism
(1)
edge guidance
(1)
reinforcement learning
(1)
Papers
PDCR: Perception-Decomposed Confidence Reward for Vision-Language Reasoning
CVPR 2026
FlowDrag: 3D-aware Drag-based Image Editing with Mesh-guided Deformation Vector Flow Fields
ICML 2025
ITA-MDT: Image-Timestep-Adaptive Masked Diffusion Transformer Framework for Image-Based Virtual Try-On
CVPR 2025
Occlusion-robust Stylization for Drawing-based 3D Animation
ICCV 2025
DNI: Dilutional Noise Initialization for Diffusion Video Editing
ECCV 2024
FlexiEdit: Frequency-Aware Latent Refinement for Enhanced Non-Rigid Editing
ECCV 2024
FRAG: Frequency Adapting Group for Diffusion Video Editing
ICML 2024
Query-based Cross-Modal Projector Bolstering Mamba Multimodal LLM
EMNLP 2024
TPC: Test-time Procrustes Calibration for Diffusion-based Human Image Animation
NeurIPS 2024
SCANet: Scene Complexity Aware Network for Weakly-Supervised Video Moment Retrieval
ICCV 2023