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Workshop
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Sat 18:12
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LOOD: Localization-based Uncertainty Estimation for Medical Imaging (Spotlight #14)
Yiyou Sun · Sharon Li
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Workshop
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Beyond First-Order Uncertainty Estimation with Evidential Models for Open-World Recognition
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Workshop
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Failures of Uncertainty Estimation on Out-Of-Distribution Samples: Experimental Results from Medical Applications Lead to Theoretical Insights
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Affinity Workshop
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Mon 9:20
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Deep Neural Network Uncertainty Estimation with Stochastic Inputs for Robust Aerial Navigation Policies
Fabio Arnez Yagualca · Huascar Espinoza · François Terrier
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Spotlight
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Tue 7:45
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DeepWalking Backwards: From Embeddings Back to Graphs
Sudhanshu Chanpuriya · Cameron Musco · Konstantinos Sotiropoulos · Charalampos Tsourakakis
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Poster
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Tue 9:00
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DeepWalking Backwards: From Embeddings Back to Graphs
Sudhanshu Chanpuriya · Cameron Musco · Konstantinos Sotiropoulos · Charalampos Tsourakakis
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Workshop
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IV-RL: Leveraging Target Uncertainty Estimation for Sample Efficiency in Deep Reinforcement Learning
Vincent Mai · Kaustubh Mani · Liam Paull
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Spotlight
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Thu 17:35
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Simple and Effective VAE Training with Calibrated Decoders
Oleh Rybkin · Kostas Daniilidis · Sergey Levine
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Poster
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Thu 21:00
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Simple and Effective VAE Training with Calibrated Decoders
Oleh Rybkin · Kostas Daniilidis · Sergey Levine
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Spotlight
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Wed 5:40
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Evaluating Robustness of Predictive Uncertainty Estimation: Are Dirichlet-based Models Reliable?
Anna-Kathrin Kopetzki · Bertrand Charpentier · Daniel Zügner · Sandhya Giri · Stephan Günnemann
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Poster
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Wed 9:00
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Evaluating Robustness of Predictive Uncertainty Estimation: Are Dirichlet-based Models Reliable?
Anna-Kathrin Kopetzki · Bertrand Charpentier · Daniel Zügner · Sandhya Giri · Stephan Günnemann
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Spotlight
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Thu 20:35
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Optimal Thompson Sampling strategies for support-aware CVaR bandits
Dorian Baudry · Romain Gautron · Emilie Kaufmann · Odalric-Ambrym Maillard
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