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44 Results
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Workshop
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Bridging Diversity and Uncertainty in Active learning with Self-Supervised Pre-Training Paul Doucet · Benjamin Estermann · Till Aczel · Roger Wattenhofer |
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Workshop
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Harnessing Cardio-respiratory Sleep Staging under Uncertainty Jonathan Carter · Lionel Tarassenko |
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Workshop
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Galerkin meets Laplace: Fast uncertainty estimation in neural PDEs Christian Jimenez · Antonio Vergari · Aretha Teckentrup · Konstantinos Zygalakis |
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Poster
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Fri 1:45 |
BayesDiff: Estimating Pixel-wise Uncertainty in Diffusion via Bayesian Inference Siqi Kou · Lei Gan · Dequan Wang · Chongxuan Li · Zhijie Deng |
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Poster
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Fri 1:45 |
Hyper Evidential Deep Learning to Quantify Composite Classification Uncertainty Changbin Li · Kangshuo Li · Yuzhe Ou · Lance Kaplan · Audun Jøsang · Jin-Hee Cho · DONG HYUN JEONG · Feng Chen |
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Poster
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Fri 1:45 |
Can LLMs Express Their Uncertainty? An Empirical Evaluation of Confidence Elicitation in LLMs Miao Xiong · Zhiyuan Hu · Xinyang Lu · YIFEI LI · Jie Fu · Junxian He · Bryan Hooi |
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Poster
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Tue 1:45 |
A Data-Driven Measure of Relative Uncertainty for Misclassification Detection Eduardo Dadalto Câmara Gomes · Marco Romanelli · Georg Pichler · Pablo Piantanida |
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Poster
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Fri 7:30 |
Leveraging Uncertainty Estimates To Improve Classifier Performance Gundeep Arora · Srujana Merugu · Anoop Saladi · Rajeev Rastogi |
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Poster
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Thu 7:30 |
Learning model uncertainty as variance-minimizing instance weights Nishant Jain · Karthikeyan Shanmugam · Pradeep Shenoy |
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Poster
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Tue 7:30 |
Accurate and Scalable Estimation of Epistemic Uncertainty for Graph Neural Networks Puja Trivedi · Mark Heimann · Rushil Anirudh · Danai Koutra · Jayaraman J. Thiagarajan |
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Poster
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Thu 7:30 |
Algorithms for Caching and MTS with reduced number of predictions Karim Ahmed Abdel Sadek · Marek Elias |
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Poster
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Wed 7:30 |
Language Model Cascades: Token-Level Uncertainty And Beyond Neha Gupta · Harikrishna Narasimhan · Wittawat Jitkrittum · Ankit Singh Rawat · Aditya Krishna Menon · Sanjiv Kumar |