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17 Results
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Workshop
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Fri 2:25 |
Post-Hoc Uncertainty Quantification for QT Interval Measurements with Ensembles of Electrocardiographic Leads and Deep Models Mously Diaw · Stéphane Papelier · Alexandre Durand-Salmon · Jacques Felblinger · Julien Oster |
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Oral
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Wed 6:40 |
Packed Ensembles for efficient uncertainty estimation Olivier Laurent · Adrien Lafage · Enzo Tartaglione · Geoffrey Daniel · Jean-marc Martinez · Andrei Bursuc · Gianni Franchi |
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Poster
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Wed 7:30 |
Packed Ensembles for efficient uncertainty estimation Olivier Laurent · Adrien Lafage · Enzo Tartaglione · Geoffrey Daniel · Jean-marc Martinez · Andrei Bursuc · Gianni Franchi |
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Poster
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Tue 7:30 |
Active Learning in Bayesian Neural Networks with Balanced Entropy Learning Principle Jae Oh Woo |
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Oral
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Tue 6:00 |
Active Learning in Bayesian Neural Networks with Balanced Entropy Learning Principle Jae Oh Woo |
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Poster
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Mon 7:30 |
A Call to Reflect on Evaluation Practices for Failure Detection in Image Classification Paul F. Jaeger · Carsten Lüth · Lukas Klein · Till Bungert |
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Oral
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Mon 6:00 |
A Call to Reflect on Evaluation Practices for Failure Detection in Image Classification Paul F. Jaeger · Carsten Lüth · Lukas Klein · Till Bungert |
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Poster
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On Compositional Uncertainty Quantification for Seq2seq Graph Parsing Zi Lin · Du Phan · Panupong Pasupat · Jeremiah Zhe Liu · Jingbo Shang |
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Poster
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Batch Multivalid Conformal Prediction Christopher Jung · Georgy Noarov · Ramya Ramalingam · Aaron Roth |
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Poster
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Mon 2:30 |
Pushing the Accuracy-Group Robustness Frontier with Introspective Self-play Jeremiah Zhe Liu · Krishnamurthy Dvijotham · Jihyeon Lee · Quan Yuan · Balaji Lakshminarayanan · Deepak Ramachandran |
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Poster
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Tue 7:30 |
That Label's got Style: Handling Label Style Bias for Uncertain Image Segmentation Kilian Zepf · Eike Petersen · Jes Frellsen · Aasa Feragen |
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Workshop
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Deep ensembles to improve uncertainty quantification of statistical downscaling models under climate change conditions Jose González-Abad · Jorge Baño-Medina |