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Poster
Tue 14:00 Multimodal Contrastive Learning with LIMoE: the Language-Image Mixture of Experts
Basil Mustafa · Carlos Riquelme · Joan Puigcerver · Rodolphe Jenatton · Neil Houlsby
Poster
Tue 9:00 Spectral Bias in Practice: The Role of Function Frequency in Generalization
Sara Fridovich-Keil · Raphael Gontijo Lopes · Rebecca Roelofs
Poster
Thu 9:00 SketchBoost: Fast Gradient Boosted Decision Tree for Multioutput Problems
Leonid Iosipoi · Anton Vakhrushev
Poster
Thu 14:00 NodeFormer: A Scalable Graph Structure Learning Transformer for Node Classification
Qitian Wu · Wentao Zhao · Zenan Li · David P Wipf · Junchi Yan
Poster
Thu 9:00 On the consistent estimation of optimal Receiver Operating Characteristic (ROC) curve
Renxiong Liu · Yunzhang Zhu
Poster
Tue 14:00 Geo-SIC: Learning Deformable Geometric Shapes in Deep Image Classifiers
Jian Wang · Miaomiao Zhang
Poster
Wed 14:00 Decision Trees with Short Explainable Rules
Victor Feitosa Souza · Ferdinando Cicalese · Eduardo Laber · Marco Molinaro
Poster
Thu 14:00 When are Local Queries Useful for Robust Learning?
Pascale Gourdeau · Varun Kanade · Marta Kwiatkowska · James Worrell
Poster
Label-invariant Augmentation for Semi-Supervised Graph Classification
Han Yue · Chunhui Zhang · Chuxu Zhang · Hongfu Liu
Poster
Thu 9:00 LIFT: Language-Interfaced Fine-Tuning for Non-language Machine Learning Tasks
Tuan Dinh · Yuchen Zeng · Ruisu Zhang · Ziqian Lin · Michael Gira · Shashank Rajput · Jy-yong Sohn · Dimitris Papailiopoulos · Kangwook Lee
Poster
Tue 14:00 Learning Generalizable Part-based Feature Representation for 3D Point Clouds
Xin Wei · Xiang Gu · Jian Sun
Poster
Thu 14:00 Ambiguous Images With Human Judgments for Robust Visual Event Classification
Kate Sanders · Reno Kriz · Anqi Liu · Benjamin Van Durme