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Workshop
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Forecasting labels under distribution-shift for machine-guided sequence design Lauren B Wheelock · Stephen Malina · Jeffrey Gerold · Sam Sinai |
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Workshop
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Tailored Overlap for Learning Under Distribution Shift David Bruns-Smith · Alexander D'Amour · Avi Feller · Steve Yadlowsky |
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Workshop
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Engineering Uncertainty Representations to Monitor Distribution Shifts Thomas Bonnier · Benjamin Bosch |
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Poster
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Tue 14:00 |
Agreement-on-the-line: Predicting the Performance of Neural Networks under Distribution Shift Christina Baek · Yiding Jiang · Aditi Raghunathan · J. Zico Kolter |
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Poster
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Tue 14:00 |
Unsupervised Causal Generative Understanding of Images Titas Anciukevicius · Patrick Fox-Roberts · Edward Rosten · Paul Henderson |
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Poster
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RankFeat: Rank-1 Feature Removal for Out-of-distribution Detection Yue Song · Nicu Sebe · Wei Wang |
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Poster
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Thu 14:00 |
Diverse Weight Averaging for Out-of-Distribution Generalization Alexandre Rame · Matthieu Kirchmeyer · Thibaud Rahier · Alain Rakotomamonjy · Patrick Gallinari · Matthieu Cord |
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Workshop
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Enabling the Visualization of Distributional Shift using Shapley Values Bin Li · Chiara Balestra · Emmanuel Müller |
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Workshop
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An Adaptive Temporal Attention Mechanism to Address Distribution Shifts sepideh koohfar · Laura Dietz |
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Poster
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Tue 14:00 |
GAPX: Generalized Autoregressive Paraphrase-Identification X Yifei Zhou · Renyu Li · Hayden Housen · Ser Nam Lim |
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Workshop
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Explanation Shift: Detecting distribution shifts on tabular data via the explanation space Carlos Mougan · Klaus Broelemann · Gjergji Kasneci · Thanassis Tiropanis · Steffen Staab |
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Poster
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Thu 14:00 |
MEMO: Test Time Robustness via Adaptation and Augmentation Marvin Zhang · Sergey Levine · Chelsea Finn |