conftrace_

Brendan Leigh Ross

4 papers · 2023–2025 · 3 conferences · across top CS/AI conferences

Achievements

Jump to papers ↓

🌉 Interdisciplinary Bridge 🌍 Conference Polyglot (3) 🐝 Cross-Pollinator (14)

Conferences

ICLR (2) ICML (1) NIPS (1)

Top co-authors

Gabriel Loaiza-Ganem (4) Hamidreza Kamkari (3) Jesse C. Cresswell (3) Anthony L. Caterini (2) Rasa Hosseinzadeh (2) Bradley CA Brown (1) Tongzi Wu (1) George Stein (1) Jesse C Cresswell (1) Rahul Krishnan (1)

Keywords

intrinsic dimension (1) generative model (1) diffusion model (1) out-of-distribution detection (1) local intrinsic dimension (1) fokker-planck equation (1) data complexity (1) dimensionality estimation (1)

Papers

A Geometric Framework for Understanding Memorization in Generative Models ICLR 2025 A Geometric View of Data Complexity: Efficient Local Intrinsic Dimension Estimation with Diffusion Models NIPS 2024 A Geometric Explanation of the Likelihood OOD Detection Paradox ICML 2024 Verifying the Union of Manifolds Hypothesis for Image Data ICLR 2023