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Oral
Tue Jul 15 10:00 AM -- 10:15 AM (PDT) @ West Ballroom D None
An analytic theory of creativity in convolutional diffusion models
In Oral 1E Theory and Phenomenology
Mason Kamb · Surya Ganguli
[ Slides]  [ OpenReview] 
Oral
Tue Jul 15 10:15 AM -- 10:30 AM (PDT) @ West Ballroom D None
Layer by Layer: Uncovering Hidden Representations in Language Models
In Oral 1E Theory and Phenomenology
Oscar Skean · Md Rifat Arefin · Dan Zhao · Niket Patel · Jalal Naghiyev · Yann LeCun · Ravid Shwartz-Ziv
[ Slides]  [ OpenReview] 
Oral
Tue Jul 15 10:30 AM -- 10:45 AM (PDT) @ West Ballroom D None
Scaling Collapse Reveals Universal Dynamics in Compute-Optimally Trained Neural Networks
In Oral 1E Theory and Phenomenology
Shikai Qiu · Lechao Xiao · Andrew Wilson · Jeffrey Pennington · Atish Agarwala
[ OpenReview] 
Oral
Tue Jul 15 10:45 AM -- 11:00 AM (PDT) @ West Ballroom D None
Emergence in non-neural models: grokking modular arithmetic via average gradient outer product
In Oral 1E Theory and Phenomenology
Neil Mallinar · Daniel Beaglehole · Libin Zhu · Adityanarayanan Radhakrishnan · Parthe Pandit · Misha Belkin
[ Slides]  [ OpenReview]