conftrace_

Core Francisco Park

4 papers · 2024–2025 · 2 conferences · across top CS/AI conferences

Achievements

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🌉 Interdisciplinary Bridge 🧭 Keyword Pioneer 🌍 Conference Polyglot (2) 🐝 Cross-Pollinator (14)

Conferences

ICLR (3) NIPS (1)

Top co-authors

Ekdeep Singh Lubana (4) Hidenori Tanaka (4) Maya Okawa (3) Yongyi Yang (2) Andrew Lee (2) Martin Wattenberg (1) Kento Nishi (1) Wei Hu (1)

Research topics

Optimization & Theory (1)

Keywords

representation learning (1) concept learning (1) generative model (1) learning dynamics (1) foundation model (1) hidden capability (1) emergent capability (1) emergent behavior (1) latent intervention (1)

Papers

ICLR: In-Context Learning of Representations ICLR 2025 Competition Dynamics Shape Algorithmic Phases of In-Context Learning ICLR 2025 Swing-by Dynamics in Concept Learning and Compositional Generalization ICLR 2025 Emergence of Hidden Capabilities: Exploring Learning Dynamics in Concept Space NIPS 2024