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Poster
Tue 14:00 GOOD: A Graph Out-of-Distribution Benchmark
Shurui Gui · Xiner Li · Limei Wang · Shuiwang Ji
Workshop
Fri 7:42 MAFEA: Multimodal Attribution Framework for Embodied AI
Vidhi Jain · Jayant Sravan Tamarapalli · Sahiti Yerramilli · Yonatan Bisk
Poster
Thu 9:00 Robust Rent Division
Dominik Peters · Ariel Procaccia · David Zhu
Poster
Wed 14:00 ConfLab: A Data Collection Concept, Dataset, and Benchmark for Machine Analysis of Free-Standing Social Interactions in the Wild
Chirag Raman · Jose Vargas Quiros · Stephanie Tan · Ashraful Islam · Ekin Gedik · Hayley Hung
Poster
Wed 14:00 Continual Learning with Evolving Class Ontologies
Zhiqiu Lin · Deepak Pathak · Yu-Xiong Wang · Deva Ramanan · Shu Kong
Poster
Wed 9:00 Learning from Few Samples: Transformation-Invariant SVMs with Composition and Locality at Multiple Scales
Tao Liu · P. R. Kumar · Ruida Zhou · Xi Liu
Poster
Tue 14:00 The Dollar Street Dataset: Images Representing the Geographic and Socioeconomic Diversity of the World
William Gaviria Rojas · Sudnya Diamos · Keertan Kini · David Kanter · Vijay Janapa Reddi · Cody Coleman
Workshop
Informative rewards and generalization in curriculum learning
Rahul Siripurapu · Vihang Patil · Kajetan Schweighofer · Marius-Constantin Dinu · Markus Holzleitner · Hamid Eghbalzadeh · Luis Ferro · Thomas Schmied · Michael Kopp · Sepp Hochreiter
Workshop
Fri 7:54 Addressing Mistake Severity in Neural Networks with Semantic Knowledge
Victoria Helus · Nathan Vaska · Natalie Abreu
Affinity Workshop
Boosting Multi-modal Contrastive Learning with Modern Hopfield Networks and InfoLOOB
Andreas Fürst · Elisabeth Rumetshofer · Johannes Lehner · Viet T. Tran · Fei Tang · Hubert Ramsauer · David Kreil · Michael Kopp · Günter Klambauer · Angela Bitto · Sepp Hochreiter
Poster
Thu 14:00 Inducing Neural Collapse in Imbalanced Learning: Do We Really Need a Learnable Classifier at the End of Deep Neural Network?
Yibo Yang · Shixiang Chen · Xiangtai Li · Liang Xie · Zhouchen Lin · Dacheng Tao
Poster
Wed 14:00 CLOOB: Modern Hopfield Networks with InfoLOOB Outperform CLIP
Andreas Fürst · Elisabeth Rumetshofer · Johannes Lehner · Viet T. Tran · Fei Tang · Hubert Ramsauer · David Kreil · Michael Kopp · Günter Klambauer · Angela Bitto · Sepp Hochreiter