conftrace_

Vincent Gripon

2 papers · 2023–2025 · 2 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 🗺️ Taxonomy Completionist (11)

Venues

AISTATS (1) CVPR (1)

Top co-authors

Stephane Pateux (1) Yuqing Hu (1) Amine Ouasfi (1) Adnane Boukhayma (1) Yassir Bendou (1)

Research topics

Artificial Intelligence (2) Deep Learning (2) Machine Learning (2) Core Methods (2) Learning Paradigms (2) Architectures (1) Bayesian & Probabilistic (1) Learning Types · Machine Learning (1) Learning Types · Deep Learning (1) Models (1) Optimization & Theory (1)

Keywords

few-shot learning (2) variational inference (1) bayesian inference (1) transductive learning (1) ridge regression (1) dimension reduction (1) reproducing kernel hilbert space (1) linear discriminant analysis (1) kernel ridge regression (1) vision-language model (1) contrastive language-image pretraining (1) clustering method (1) few-shot adaptation (1) kernel methods (1) contrastive learning (1) proximal regularizer (1)

Papers

ProKeR: A Kernel Perspective on Few-Shot Adaptation of Large Vision-Language Models CVPR 2025 Adaptive Dimension Reduction and Variational Inference for Transductive Few-Shot Classification AISTATS 2023