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Spotlight
Thu 10:35 A Functional Information Perspective on Model Interpretation
Itai Gat · Nitay Calderon · Roi Reichart · Tamir Hazan
Poster
Wed 15:30 Interpretable Neural Networks with Frank-Wolfe: Sparse Relevance Maps and Relevance Orderings
Jan Macdonald · Mathieu Besançon · Sebastian Pokutta
Spotlight
Thu 8:35 Dataset Condensation with Contrastive Signals
Saehyung Lee · SANGHYUK CHUN · Sangwon Jung · Sangdoo Yun · Sungroh Yoon
Spotlight
Tue 8:20 Co-training Improves Prompt-based Learning for Large Language Models
Hunter Lang · Monica Agrawal · Yoon Kim · David Sontag
Spotlight
Thu 7:50 Active Learning on a Budget: Opposite Strategies Suit High and Low Budgets
Guy Hacohen · Avihu Dekel · Daphna Weinshall
Poster
Thu 15:00 Dataset Condensation with Contrastive Signals
Saehyung Lee · SANGHYUK CHUN · Sangwon Jung · Sangdoo Yun · Sungroh Yoon
Poster
Wed 15:30 A Statistical Manifold Framework for Point Cloud Data
Yonghyeon Lee · Seungyeon Kim · Jinwon Choi · Frank Chongwoo Park
Poster
Tue 15:30 Detecting Adversarial Examples Is (Nearly) As Hard As Classifying Them
Florian Tramer
Spotlight
Tue 13:20 Neural-Symbolic Models for Logical Queries on Knowledge Graphs
Zhaocheng Zhu · Mikhail Galkin · Zuobai Zhang · Jian Tang
Spotlight
Thu 10:40 Be Like Water: Adaptive Floating Point for Machine Learning
Thomas Y. Yeh · Maxwell Sterner · Zerlina Lai · Brandon Chuang · Alexander Ihler
Spotlight
Wed 11:30 Wide Bayesian neural networks have a simple weight posterior: theory and accelerated sampling
Jiri Hron · Roman Novak · Jeffrey Pennington · Jascha Sohl-Dickstein
Poster
Wed 15:30 Architecture Agnostic Federated Learning for Neural Networks
Disha Makhija · Xing Han · Nhat Ho · Joydeep Ghosh