Valentin Villecroze

3 papers · 2022–2024 · 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 🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (12)

Venues

CVPR (1) ICML (1) NeurIPS (1)

Top co-authors

Gabriel Loaiza-Ganem (3) Zhaoyan Liu (2) Yi Sui (1) Rasa Hosseinzadeh (1) Maksims Volkovs (1) Harry Braviner (1) Satya Krishna Gorti (1) George Stein (1) Anthony L Caterini (1) Panteha Naderian (1)

Research topics

Deep Learning (2) Machine Learning (2) Core Methods (2) Artificial Intelligence (1) Reinforcement Learning (1) Application Areas (1) Applications (1) Bayesian & Probabilistic (1) Learning Types · Deep Learning (1) Learning Types · Machine Learning (1) Methods (1) Models (1) Techniques (1)

Keywords

bayesian nonparametrics (1) offline reinforcement learning (1) variational inference (1) feature extraction (1) embedding learning (1) efficient computing (1) audio-text retrieval (1) skill discovery (1) diffusion model (1) latent space (1) image-text retrieval (1) multimodal fusion (1) generative model evaluation (1) latent space alignment (1) option learning (1) pretrained encoder (1) unimodal encoder (1) memorization detection (1) perceptual realism (1)

Papers

Data-Efficient Multimodal Fusion on a Single GPU CVPR 2024 Exposing flaws of generative model evaluation metrics and their unfair treatment of diffusion models NeurIPS 2023 Bayesian Nonparametrics for Offline Skill Discovery ICML 2022