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Poster
Thu 7:30 Towards Optimal Feature-Shaping Methods for Out-of-Distribution Detection
Qinyu Zhao · Ming Xu · Kartik Gupta · Akshay Asthana · Liang Zheng · Stephen Gould
Poster
Wed 1:45 Feature-aligned N-BEATS with Sinkhorn divergence
Joonhun Lee · Myeongho Jeon · Myungjoo Kang · Kyunghyun Park
Workshop
Binding Dynamics in Rotating Features
Sindy Löwe · Francesco Locatello · Max Welling
Workshop
Sat 2:40 ResTran: A GNN Alternative to Learn A Graph with Features
Shota Saito · Takanori Maehara · Mark Herbster
Workshop
Transformers Learn Nonlinear Features In Context: Nonconvex Mean-field Dynamics on the Attention Landscape
Juno Kim · Taiji Suzuki
Workshop
Transformers Learn Nonlinear Features In Context
Juno Kim · Taiji Suzuki
Workshop
Less is More: Discovering Concise Network Explanations
Neehar Kondapaneni · Markus Marks · Oisin Mac Aodha · Pietro Perona
Workshop
A case for sparse positive alignment of neural systems
Jacob Prince · Colin Conwell · George Alvarez · Talia Konkle
Workshop
Select High-Level Features: Efficient Experts from a Hierarchical Classification Network
Andre Kelm · Niels Hannemann · Bruno Heberle · Lucas Schmidt · Tim Rolff · Christian Wilms · Ehsan Yaghoubi · Simone Frintrop
Workshop
Sat 2:00 Contributed Talk 2: Catapults in SGD: spikes in the training loss and their impact on generalization through feature learning
Libin Zhu · Chaoyue Liu · Adityanarayanan Radhakrishnan · Misha Belkin
Poster
Fri 7:30 T-MARS: Improving Visual Representations by Circumventing Text Feature Learning
Pratyush Maini · Sachin Goyal · Zachary Lipton · J Kolter · Aditi Raghunathan
Workshop
Estimating the age of buildings from satellite and morphological features to create a pan-EU Digital Building Stock Model
Jeremias Wenzel · Ana Martinez · Pietro Florio · Katarzyna Goch