Ousmane Dia

2 papers · 2018–2023 · 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

Jump to papers ↓

🌍 Conference Polyglot · Bronze 🏃 Academic Marathon · Sprint 🐣 Hot Topic Early Bird ❓ The Questioner

Venues

ICLR (1) NeurIPS (1)

Top co-authors

Yifei Ming (1) Jaesik Yoon (1) Yixuan Li (1) Yiyou Sun (1) Taesup Kim (1) Sungjin Ahn (1) Yoshua Bengio (1) Sungwoong Kim (1)

Research topics

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

Keywords

representation learning (1) contrastive learning (1) metric learning (1) few-shot learning (1) variational inference (1) bayesian inference (1) gradient-based optimization (1) posterior inference (1) out-of-distribution detection (1) gradient-based meta-learning (1) hyperspherical embedding (1) compactness loss (1)

Papers

How to Exploit Hyperspherical Embeddings for Out-of-Distribution Detection? ICLR 2023 Bayesian Model-Agnostic Meta-Learning NeurIPS 2018