Jaehoon Yoo

4 papers · 2021–2024 · 3 venues · across top CS/AI venues

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Achievements

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🌍 Conference Polyglot · Bronze 🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (14)

Venues

CVPR (2) ICLR (1) NeurIPS (1)

Top co-authors

Seunghoon Hong (4) Semin Kim (2) Jinwoo Kim (2) Sungjin Ahn (1) Chiheon Kim (1) Juho Lee (1) Yeonwoo Cha (1) Doyup Lee (1) Whie Jung (1) Saehoon Kim (1)

Research topics

Deep Learning (4) Architectures (4) Machine Learning (3) Core Methods (3) Computer Vision (2) Generation (2) Artificial Intelligence (1) Mathematics & Optimization (1) Core AI (1) Learning Types (1) Models (1) Optimization (1) Optimization & Theory (1)

Keywords

embedding space (1) video generation (1) point cloud generation (1) visual reasoning (1) flow matching (1) dynamical system (1) compositional representation (1) neural ordinary differential equation (1) variational autoencoder (1) object-centric learning (1) systematic generalization (1) paired data (1) dynamics function (1) regression task (1) slot attention (1) permutation invariance (1) bidirectional transformer (1) velocity field (1) masked token (1) latent token (1)

Papers

Learning to Compose: Improving Object Centric Learning by Injecting Compositionality ICLR 2024 Simulation-Free Training of Neural ODEs on Paired Data NeurIPS 2024 Towards End-to-End Generative Modeling of Long Videos With Memory-Efficient Bidirectional Transformers CVPR 2023 SetVAE: Learning Hierarchical Composition for Generative Modeling of Set-Structured Data CVPR 2021