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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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CLIFT : Analysing Natural Distribution Shift on Question Answering Models in Clinical Domain
Ankit Pal
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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
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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
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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
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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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Poster
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Thu 9:00
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Explicit Tradeoffs between Adversarial and Natural Distributional Robustness
Mazda Moayeri · Kiarash Banihashem · Soheil Feizi
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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
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GAPX: Generalized Autoregressive Paraphrase-Identification X
Yifei Zhou · Renyu Li · Hayden Housen · Ser Nam Lim
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