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352 Results
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Workshop
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Interpretable Machine Learning for Extreme Events detection: An application to droughts in the Po River Basin Paolo Bonetti · Matteo Giuliani · Veronica Cardigliano · Alberto Maria Metelli · Marcello Restelli · Andrea Castelletti |
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Poster
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Fri 7:30 |
Interpreting Robustness Proofs of Deep Neural Networks Debangshu Banerjee · Avaljot Singh · Gagandeep Singh |
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Workshop
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Development and Evaluation of Deep Learning Models for Cardiotocography Interpretation Nicole Chiou · Nichole Young-Lin · Christopher Kelly · Julie Cattiau · Tiya Tiyasirichokchai · Abdoulaye Diack · Sanmi Koyejo · Katherine Heller · Mercy Asiedu |
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Workshop
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Interpretable Machine Learning for power systems: Establishing Confidence in SHapley Additive exPlanationS Tabia Ahmad · Robert Hamilton · Panagiotis N. Papadopoulos · Samuel Chevalier · Ilgiz Murzakhanov · Rahul Nellikkath · Jochen Stiasny · Spyros Chatzivasileiadis |
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Poster
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Thu 1:45 |
PRIME: Prioritizing Interpretability in Failure Mode Extraction Keivan Rezaei · Mehrdad Saberi · Mazda Moayeri · Soheil Feizi |
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Poster
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Fri 1:45 |
"What Data Benefits My Classifier?" Enhancing Model Performance and Interpretability through Influence-Based Data Selection Anshuman Chhabra · Peizhao Li · Prasant Mohapatra · Hongfu Liu |
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Workshop
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Immediate generalisation in humans but a generalisation lag in deep neural networks—evidence for representational divergence? Lukas Huber · Fred Mast · Felix Wichmann |
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Poster
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Thu 1:45 |
The Joint Effect of Task Similarity and Overparameterization on Catastrophic Forgetting — An Analytical Model Daniel Goldfarb · Itay Evron · Nir Weinberger · Daniel Soudry · Paul Hand |
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Poster
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Fri 1:45 |
Gradual Domain Adaptation via Gradient Flow Zhan ZHUANG · Yu Zhang · Ying Wei |
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Poster
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Tue 1:45 |
Un-Mixing Test-Time Normalization Statistics: Combatting Label Temporal Correlation Devavrat Tomar · Guillaume Vray · Jean-Philippe Thiran · Behzad Bozorgtabar |
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Poster
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Fri 7:30 |
AUGCAL: Improving Sim2Real Adaptation by Uncertainty Calibration on Augmented Synthetic Images Prithvijit Chattopadhyay · Bharat Goyal · Boglarka Ecsedi · Viraj Prabhu · Judy Hoffman |
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Poster
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Thu 7:30 |
Domain-Inspired Sharpness-Aware Minimization Under Domain Shifts Ruipeng Zhang · Ziqing Fan · Jiangchao Yao · Ya Zhang · Yanfeng Wang |