Daniel LK Yamins

4 papers · 2021–2026 · 2 venues · across top CS/AI venues

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Achievements

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🌍 Conference Polyglot · Bronze 🏃 Academic Marathon · Sprint 🌉 Interdisciplinary Bridge · Silver 🗺️ Taxonomy Completionist (13)

Venues

CVPR (2) ICLR (2)

Top co-authors

Jared Watrous (2) Klemen Kotar (2) Wanhee Lee (2) Surya Ganguli (1) Stefan Stojanov (1) Daniel Bear (1) Seungwoo Kim (1) Daniel Kunin (1) Rahul Venkatesh (1) Honglin Chen (1)

Research topics

Artificial Intelligence (3) Core AI (3) Computer Vision (2) Analysis (2) Computer Science (1) Machine Learning (1) Natural Language Processing (1) Applications (1) Bayesian & Probabilistic (1) Optimization & Theory (1) Resources & Methods (1)

Keywords

world model (2) sequence modeling (1) stochastic gradient descent (1) probabilistic modeling (1) motion analysis (1) hierarchical planning (1) probabilistic inference (1) 3d scene understanding (1) neural network optimization (1) object discovery (1) learning dynamics (1) novel view synthesis (1) theory of mind (1) agent modeling (1) hypothesis refinement (1) natural language reasoning (1) conservation law (1) scene memory (1) multi-agent reinforcement learning (1) finite learning rate (1)

Papers

Perceptual 3D Simulation With Physical World Modeling CVPR 2026 Physical Object Understanding with a Physically Controllable World Model CVPR 2026 Hypothetical Minds: Scaffolding Theory of Mind for Multi-Agent Tasks with Large Language Models ICLR 2025 Neural Mechanics: Symmetry and Broken Conservation Laws in Deep Learning Dynamics ICLR 2021