conftrace_

Benjamin F Grewe

4 papers · 2021–2025 · 2 conferences · across top CS/AI conferences

Achievements

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🌍 Conference Polyglot (2) 🌉 Interdisciplinary Bridge 🐝 Cross-Pollinator (15)

Conferences

ICLR (2) ICML (2)

Top co-authors

Alexander Meulemans (2) Christian Henning (2) Johannes von Oswald (2) Thilo Stadelmann (1) Maria Cervera (1) Bernhard Schölkopf (1) Benjamin Ehret (1) Matteo Saponati (1) Seijin Kobayashi (1) João Sacramento (1)

Keywords

representation learning (1) group theory (1) action prediction (1) latent space (1) group representation (1)

Papers

The underlying structures of self-attention: symmetry, directionality, and emergent dynamics in Transformer training ICML 2025 Homomorphism AutoEncoder -- Learning Group Structured Representations from Observed Transitions ICML 2023 Continual learning in recurrent neural networks ICLR 2021 Neural networks with late-phase weights ICLR 2021