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Workshop
Inductive Biases for Relational Tasks
Giancarlo Kerg · Sarthak Mittal · David Rolnick · Yoshua Bengio · Blake A Richards · Guillaume Lajoie
Spotlight
Mon 2:30 Deconstructing the Inductive Biases of Hamiltonian Neural Networks
Nate Gruver · Marc A Finzi · Samuel Stanton · Andrew Wilson
Poster
Mon 2:30 Deconstructing the Inductive Biases of Hamiltonian Neural Networks
Nate Gruver · Marc A Finzi · Samuel Stanton · Andrew Wilson
Poster
Mon 2:30 On Incorporating Inductive Biases into VAEs
Ning Miao · Emile Mathieu · Siddharth N · Yee Whye Teh · Tom Rainforth
Poster
Wed 18:30 Neural Collapse Under MSE Loss: Proximity to and Dynamics on the Central Path
X.Y. Han · Vardan Papyan · David Donoho
Oral
Tue 1:15 Neural Collapse Under MSE Loss: Proximity to and Dynamics on the Central Path
X.Y. Han · Vardan Papyan · David Donoho
Poster
Tue 10:30 Trivial or Impossible --- dichotomous data difficulty masks model differences (on ImageNet and beyond)
Kristof Meding · Luca Schulze Buschoff · Robert Geirhos · Felix Wichmann
Poster
Mon 10:30 The Inductive Bias of In-Context Learning: Rethinking Pretraining Example Design
Yoav Levine · Noam Wies · Daniel Jannai · Dan Navon · Yedid Hoshen · Amnon Shashua
Spotlight
Mon 10:30 The Inductive Bias of In-Context Learning: Rethinking Pretraining Example Design
Yoav Levine · Noam Wies · Daniel Jannai · Dan Navon · Yedid Hoshen · Amnon Shashua
Poster
Thu 2:30 Embedded-model flows: Combining the inductive biases of model-free deep learning and explicit probabilistic modeling
Gianluigi Silvestri · Emily Fertig · Dave Moore · Luca Ambrogioni