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Workshop
GlanceNets: Interpretable, Leak-proof Concept-based Models
Emanuele Marconato · Andrea Passerini · Stefano Teso
Workshop
Fri 4:40 GlanceNets: Interpretable, Leak-proof Concept-based Models
Emanuele Marconato · Andrea Passerini · Stefano Teso
Poster
Tue 9:00 GlanceNets: Interpretable, Leak-proof Concept-based Models
Emanuele Marconato · Andrea Passerini · Stefano Teso
Poster
Thu 14:00 Concept Activation Regions: A Generalized Framework For Concept-Based Explanations
Jonathan CrabbĂ© · Mihaela van der Schaar
Workshop
Uncertainty quantification methods for ML-based surrogate models of scientific applications
Kishore Basu · Yujia Hao · Delphine Hintz · Dev Shah · Aaron Palmer · Gurpreet Singh Hora · Darian Nwankwo · Laurent White
Workshop
Concept-based Understanding of Emergent Multi-Agent Behavior
Niko Grupen · Shayegan Omidshafiei · Natasha Jaques · Been Kim
Affinity Workshop
The use of Region-based Convolutional Neural Network Model for Analysing Unmanned Aerial Vehicle Remote Sensing
Esther Oduntan
Poster
Model-Based Opponent Modeling
XiaoPeng Yu · Jiechuan Jiang · Wanpeng Zhang · Haobin Jiang · Zongqing Lu
Poster
Tue 9:00 A Unified Framework for Alternating Offline Model Training and Policy Learning
Shentao Yang · Shujian Zhang · Yihao Feng · Mingyuan Zhou
Poster
Tue 14:00 Tempo: Accelerating Transformer-Based Model Training through Memory Footprint Reduction
Muralidhar Andoorveedu · Zhanda Zhu · Bojian Zheng · Gennady Pekhimenko
Workshop
A Closer Look at the Intervention Procedure of Concept Bottleneck Models
Sungbin Shin · Yohan Jo · Sungsoo Ahn · Namhoon Lee
Poster
Tue 9:00 WeightedSHAP: analyzing and improving Shapley based feature attributions
Yongchan Kwon · James Zou