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Poster
Fri 16:30 Does Reasoning Emerge? Examining the Probabilities of Causation in Large Language Models
Javier Gonzalez · Aditya Nori
Poster
Thu 11:00 Multistable Shape from Shading Emerges from Patch Diffusion
Xinran Han · Todd Zickler · Ko Nishino
Poster
Fri 11:00 An exactly solvable model for emergence and scaling laws in the multitask sparse parity problem
yoonsoo nam · Nayara Fonseca · Seok Hyeong Lee · Chris Mingard · Ard Louis
Poster
Thu 16:30 Speaking Your Language: Spatial Relationships in Interpretable Emergent Communication
Olaf Lipinski · Adam Sobey · Federico Cerutti · Timothy Norman
Poster
Thu 16:30 Learning diverse causally emergent representations from time series data
David McSharry · Christos Kaplanis · Fernando Rosas · Pedro A.M Mediano
Poster
Fri 16:30 Emergence of heavy tails in homogenized stochastic gradient descent
Zhezhe Jiao · Martin Keller-Ressel
Poster
Thu 16:30 On Mesa-Optimization in Autoregressively Trained Transformers: Emergence and Capability
Chenyu Zheng · Wei Huang · Rongzhen Wang · Guoqiang Wu · Jun Zhu · Chongxuan LI
Poster
Fri 11:00 Understanding Emergent Abilities of Language Models from the Loss Perspective
Zhengxiao Du · Aohan Zeng · Yuxiao Dong · Jie Tang
Poster
Fri 11:00 Bridging semantics and pragmatics in information-theoretic emergent communication
Eleonora Gualdoni · Mycal Tucker · Roger Levy · Noga Zaslavsky
Workshop
An Information Theory of Compute-Optimal Size Scaling, Emergence, and Plateaus in Language Models
Anuj Keshava Nayak · Lav Varshney
Workshop
Sun 13:35 Bao Pham: Memorization to Generalization: The Emergence of Diffusion Models from Associative Memory
Bao Pham · Gabriel Raya · Matteo Negri · Mohammed Zaki · Luca Ambrogioni · Dmitry Krotov
Poster
Wed 16:30 Latent Intrinsics Emerge from Training to Relight
Xiao Zhang · William Gao · Seemandhar Jain · Michael Maire · David Forsyth · Anand Bhattad