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Poster
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Tue 7:30
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Uncertainty-aware Graph-based Hyperspectral Image Classification
Linlin Yu · Yifei Lou · Feng Chen
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Poster
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Tue 1:45
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Model Merging by Uncertainty-Based Gradient Matching
Nico Daheim · Thomas Möllenhoff · Edoardo M. Ponti · Iryna Gurevych · Mohammad Emtiyaz Khan
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Poster
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Tue 1:45
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Uncertainty-aware Constraint Inference in Inverse Constrained Reinforcement Learning
Sheng Xu · Guiliang Liu
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Workshop
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Uncertainty of Thoughts: Uncertainty-Aware Planning Enhances Information Seeking in Large Language Models
Zhiyuan Hu · Chumin Liu · Xidong Feng · Yilun Zhao · See-Kiong Ng · Anh Tuan Luu · Junxian He · Pang Wei Koh · Bryan Hooi
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Workshop
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Joint Parameter and Parameterization Inference with Uncertainty Quantification Through Differentiable Programming
Yongquan Qu · Mohamed Aziz Bhouri · Pierre Gentine
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Workshop
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MARS: Meaning-Aware Response Scoring for Uncertainty Estimation in Generative LLMs
Yavuz Faruk Bakman · Duygu Nur Yaldiz · Baturalp Buyukates · Chenyang Tao · Dimitrios Dimitriadis · Salman Avestimehr
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Workshop
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MARS: Meaning-Aware Response Scoring for Uncertainty Estimation in Generative LLMs
Yavuz Faruk Bakman · Duygu Nur Yaldiz · Baturalp Buyukates · Chenyang Tao · Dimitrios Dimitriadis · Salman Avestimehr
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Workshop
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How many Opinions does your LLM have? Improving Uncertainty Estimation in NLG
Lukas Aichberger · Kajetan Schweighofer · Mykyta Ielanskyi · Sepp Hochreiter
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Workshop
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Uncertainty quantification for probabilistic machine learning in earth observation using conformal prediction.
Geethen Singh
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Workshop
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Sat 5:30
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Uncertainty Aware Tropical Cyclone Wind Speed Estimation from Satellite Data
Nils Lehmann · Nina Maria Gottschling · Stefan Depeweg · Eric Nalisnick
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Workshop
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How many Opinions does your LLM have? Improving Uncertainty Estimation in NLG
Lukas Aichberger · Kajetan Schweighofer · Mykyta Ielanskyi · Sepp Hochreiter
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Workshop
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Investigating Uncertainty Calibration of Aligned Language Models under the Multiple-Choice Setting
Guande He · Peng Cui · Jianfei Chen · Wenbo Hu · Jun Zhu
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