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Workshop
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Semantic Entropy Neurons: Encoding Semantic Uncertainty in the Latent Space of LLMs
Jiatong Han · Jannik Kossen · Muhammed Razzak · Yarin Gal
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Competition
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Sat 10:00
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Neural Network Prediction of Strong Lensing Systems with Domain Adaptation and Uncertainty Quantification
Shrihan Agarwal
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Workshop
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Just rephrase it! Uncertainty estimation in closed-source language models via multiple rephrased queries
Adam Yang · CHEN CHEN · Konstantinos Pitas
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Workshop
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Just rephrase it! Uncertainty estimation in closed-source language models via multiple rephrased queries
Adam Yang · CHEN CHEN · Konstantinos Pitas
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Workshop
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Addressing Uncertainty in LLMs to Enhance Reliability in Generative AI
Ramneet Kaur · Colin Samplawski · Adam Cobb · Anirban Roy · Brian Matejek · Manoj Acharya · Daniel Elenius · Alexander Berenbeim · John Pavlik · Nathaniel Bastian · Susmit Jha
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Poster
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Thu 11:00
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Random Function Descent
Felix Benning · Leif Döring
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Workshop
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Neural machine translation of clinical procedure codes for medical diagnosis and uncertainty quantification
Pei-Hung Chung · Shuhan He · Norawit Kijpaisalratana · Abdel Ariss · Byung-Jun Yoon
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Poster
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Fri 16:30
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Sketched Lanczos uncertainty score: a low-memory summary of the Fisher information
Marco Miani · Lorenzo Beretta · Søren Hauberg
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Session
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Wed 16:30
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Creative Loss: Ambiguity, Uncertainty and Indeterminacy
Tom Holberton
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Affinity Event
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Sparse Partial Bayesian Networks: Efficient Uncertainty Quantification in Medical Image Analysis
Zeinab Abboud · Herve Lombaert · Samuel Kadoury
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Poster
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Combining Statistical Depth and Fermat Distance for Uncertainty Quantification
Hai Vy Nguyen · Fabrice Gamboa · Reda CHHAIBI · Sixin Zhang · Serge Gratton · Thierry Giaccone
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Poster
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Thu 11:00
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Benchmarking Uncertainty Disentanglement: Specialized Uncertainties for Specialized Tasks
Bálint Mucsányi · Michael Kirchhof · Seong Joon Oh
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