Wonkwang Lee

5 papers · 2020–2025 · 4 venues · across top CS/AI venues

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Achievements

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🌍 Conference Polyglot · Bronze 🏃 Academic Marathon · Sprint 🐣 Hot Topic Early Bird 🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (11)

Venues

ICLR (2) AAAI (1) ECCV (1) ICML (1)

Top co-authors

Seunghoon Hong (3) Donggyun Kim (2) Gunhee Kim (2) Honglak Lee (2) Ting Chen (1) Whie Jung (1) Seongwoong Cho (1) Jongwon Jeong (1) Jing Yu Koh (1) Thomas Huang (1)

Research topics

Machine Learning (3) Core Methods (3) Computer Vision (2) Deep Learning (2) Generation (2) Models (2) Artificial Intelligence (1) Architectures (1) Bayesian & Probabilistic (1) Learning Types · Machine Learning (1) Learning Types · Deep Learning (1) Processing (1)

Keywords

unsupervised learning (1) multi-task learning (1) variational inference (1) information bottleneck (1) video prediction (1) mutual information (1) hierarchical model (1) stochastic process (1) latent variable (1) disentangled representation (1) variational autoencoder (1) generative adversarial network (1) long-term prediction (1) neural process (1) motion diffusion model (1) text-to-motion synthesis (1) video-to-video translation (1) function inference (1) correlation discovery (1) dense semantic structure (1)

Papers

How to Move Your Dragon: Text-to-Motion Synthesis for Large-Vocabulary Objects ICML 2025 Multi-Task Processes ICLR 2022 IB-GAN: Disentangled Representation Learning with Information Bottleneck Generative Adversarial Networks AAAI 2021 Revisiting Hierarchical Approach for Persistent Long-Term Video Prediction ICLR 2021 High-Fidelity Synthesis with Disentangled Representation ECCV 2020