conftrace_

Peter Sorrenson

5 papers · 2020–2025 · 4 conferences · across top CS/AI conferences

Achievements

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🌉 Interdisciplinary Bridge 🌍 Conference Polyglot (4) 🏃 Academic Marathon (5) 🐝 Cross-Pollinator (14) 🧭 Keyword Pioneer

Conferences

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

Top co-authors

Felix Draxler (3) Armand Rousselot (3) Ullrich Köthe (3) Ullrich Koethe (2) Lea Zimmermann (2) Sander Hummerich (2) Christoph Schnoerr (1) Carsten Rother (1) Daniel Behrend-Uriarte (1)

Research topics

Probability (1)

Keywords

normalizing flow (2) maximum likelihood (2) neural network (2) generative model (2) change of variable (1) maximum likelihood training (1) manifold learning (1) free-form flow (1) riemannian manifold (1) molecule generation (1) flow-based model (1)

Papers

Learning Distances from Data with Normalizing Flows and Score Matching ICML 2025 Learning Distributions on Manifolds with Free-Form Flows NIPS 2024 Free-form Flows: Make Any Architecture a Normalizing Flow AISTATS 2024 Lifting Architectural Constraints of Injective Flows ICLR 2024 Disentanglement by Nonlinear ICA with General Incompressible-flow Networks (GIN) ICLR 2020