Yucheng Chen

3 papers · 2019–2025 · 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 🏃 Academic Marathon · Sprint 🌉 Interdisciplinary Bridge · Bronze

Venues

CVPR (1) ICCV (1) ICML (1)

Top co-authors

Si Yong Yeo (2) Xulei Yang (1) Zhenxi Li (1) Weilong Yan (1) Daniel Hsu (1) Matus Telgarsky (1) Ming Li (1) Jian Peng (1) Bolton Bailey (1) Ziyang Zhang (1)

Research topics

Machine Learning (3) Core Methods (2) Artificial Intelligence (1) Computer Vision (1) Deep Learning (1) Mathematics & Optimization (1) Core AI (1) Domain-Specific (1) Learning Paradigms (1) Learning Types (1) Optimization (1) Techniques (1)

Keywords

wasserstein distance (1) one-shot learning (1) optimal transport (1) medical imaging (1) cross-modal alignment (1) vision-language pre-training (1) video-language model (1) implicit model (1) generative network (1) identity-aware comprehension (1) progressive image-to-video learning (1) personalized video chat (1) discrete visual representation (1) visual vector quantization (1) semi-discrete optimization (1)

Papers

MedUnifier: Unifying Vision-and-Language Pre-training on Medical Data with Vision Generation Task using Discrete Visual Representations CVPR 2025 PVChat: Personalized Video Chat with One-Shot Learning ICCV 2025 A Gradual, Semi-Discrete Approach to Generative Network Training via Explicit Wasserstein Minimization ICML 2019