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Junsoo Lee

9 papers · 2019–2024 · 5 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 · Silver 🏃 Academic Marathon · Sprint 🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (16) 🔥 Unstoppable · Bronze

Venues

ECCV (3) AAAI (2) CVPR (2) ICCV (1) WACV (1)

Top co-authors

Jaegul Choo (6) Daesik Kim (3) Kibeom Hong (2) Sunghyo Chung (2) Namhyuk Ahn (2) Kangyeol Kim (2) Jaehyuk Chang (2) Kunhee Kim (2) Sunghyun Park (2) Nojun Kwak (1)

Research topics

Deep Learning (6) Computer Vision (5) Generation (5) Models (4) Processing (3) Artificial Intelligence (2) Learning Paradigms (2) Techniques (2) Machine Learning (1) Architectures (1) Core AI (1) Learning Types · Machine Learning (1) Learning Types · Deep Learning (1) Optimization & Theory (1)

Keywords

style transfer (2) image colorization (2) semantic correspondence (2) attention mechanism (2) text-to-image diffusion (1) continuous-time dynamics (1) text-to-image synthesis (1) diffusion model (1) frame interpolation (1) neural ordinary differential equation (1) generative model (1) text-to-video generation (1) memory network (1) image synthesis (1) video generation (1) triplet loss (1) memory-augmented network (1) unsupervised training (1) few-shot learning (1) unsupervised learning (1)

Papers

DreamStyler: Paint by Style Inversion with Text-to-Image Diffusion Models AAAI 2024 SAVE: Protagonist Diversification with Structure Agnostic Video Editing ECCV 2024 TCAN: Animating Human Images with Temporally Consistent Pose Guidance using Diffusion Models ECCV 2024 AesPA-Net: Aesthetic Pattern-Aware Style Transfer Networks ICCV 2023 Guiding Users to Where To Give Color Hints for Efficient Interactive Sketch Colorization via Unsupervised Region Prioritization WACV 2023 AnimeCeleb: Large-Scale Animation CelebHeads Dataset for Head Reenactment ECCV 2022 Vid-ODE: Continuous-Time Video Generation with Neural Ordinary Differential Equation AAAI 2021 Reference-Based Sketch Image Colorization Using Augmented-Self Reference and Dense Semantic Correspondence CVPR 2020 Coloring With Limited Data: Few-Shot Colorization via Memory Augmented Networks CVPR 2019