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Workshop
Forecasting labels under distribution-shift for machine-guided sequence design
Lauren B Wheelock · Stephen Malina · Jeffrey Gerold · Sam Sinai
Poster
Dynamic Graph Neural Networks Under Spatio-Temporal Distribution Shift
Zeyang Zhang · Xin Wang · Ziwei Zhang · Haoyang Li · Zhou Qin · Wenwu Zhu
Workshop
An Adaptive Temporal Attention Mechanism to Address Distribution Shifts
sepideh koohfar · Laura Dietz
Competition
Thu 5:10 Team KAIST-CILAB - RainUNet for Super-Resolution Rain Movie Prediction under Spatio-temporal Shifts
Jinyoung Park
Workshop
Neural Network Online Training with Sensitivity to Multiscale Temporal Structure
Matt Jones · Tyler Scott · Gamaleldin Elsayed · Mengye Ren · Katherine Hermann · David Mayo · Michael Mozer
Poster
Wed 9:00 Wild-Time: A Benchmark of in-the-Wild Distribution Shift over Time
Huaxiu Yao · Caroline Choi · Bochuan Cao · Yoonho Lee · Pang Wei Koh · Chelsea Finn
Competition
Thu 4:50 Transfer Learning Award: Team SI Analytics - Domain Generalization Strategy to Train Classifiers Robust to Spatial-Temporal Shift
Yeji Choi
Workshop
Tailored Overlap for Learning Under Distribution Shift
David Bruns-Smith · Alexander D'Amour · Avi Feller · Steve Yadlowsky
Workshop
Engineering Uncertainty Representations to Monitor Distribution Shifts
Thomas Bonnier · Benjamin Bosch
Poster
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
Poster
Tue 14:00 Unsupervised Causal Generative Understanding of Images
Titas Anciukevicius · Patrick Fox-Roberts · Edward Rosten · Paul Henderson
Poster
RankFeat: Rank-1 Feature Removal for Out-of-distribution Detection
Yue Song · Nicu Sebe · Wei Wang