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Workshop
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Sat 14:10
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Bringing real-world data to bear in addressing distribution shifts: a sociolinguistically-informed analysis of ASR errors
Alicia Beckford Wassink
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Workshop
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Class-wise Domain Generalization: A Novel Framework for Evaluating Distributional Shift
Sarath Sivaprasad · Akshay Goindani · Mario Fritz · Vineet Gandhi
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Workshop
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Sat 7:00
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Workshop on Distribution Shifts: Connecting Methods and Applications
Chelsea Finn · Fanny Yang · Hongseok Namkoong · Masashi Sugiyama · Jacob Eisenstein · Jonas Peters · Rebecca Roelofs · Shiori Sagawa · Pang Wei Koh · Yoonho Lee
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Workshop
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Sat 14:35
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Geospatial Distribution Shifts in Ecology: Mapping the Urban Forest
Sara Beery
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Poster
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Wed 9:00
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Finding Differences Between Transformers and ConvNets Using Counterfactual Simulation Testing
Nataniel Ruiz · Sarah Bargal · Cihang Xie · Kate Saenko · Stan Sclaroff
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Poster
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A Greek Parliament Proceedings Dataset for Computational Linguistics and Political Analysis
Konstantina Dritsa · Aikaterini Thoma · Ioannis Pavlopoulos · Panos Louridas
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Poster
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Tue 14:00
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Self-Supervised Aggregation of Diverse Experts for Test-Agnostic Long-Tailed Recognition
Yifan Zhang · Bryan Hooi · Lanqing Hong · Jiashi Feng
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Workshop
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Sat 13:00
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Tackling Distribution Shifts in Federated Learning with Superquantile Aggregation
Krishna Pillutla · Yassine Laguel · Jérôme Malick · Zaid Harchaoui
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Poster
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Tue 9:00
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Quality Not Quantity: On the Interaction between Dataset Design and Robustness of CLIP
Thao Nguyen · Gabriel Ilharco · Mitchell Wortsman · Sewoong Oh · Ludwig Schmidt
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Workshop
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Benchmarking Robustness under Distribution Shift of Multimodal Image-Text Models
Jielin Qiu · Yi Zhu · Xingjian Shi · Zhiqiang Tang · DING ZHAO · Bo Li · Mu Li
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Workshop
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"Why did the Model Fail?": Attributing Model Performance Changes to Distribution Shifts
Haoran Zhang · Harvineet Singh · Marzyeh Ghassemi · Shalmali Joshi
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Workshop
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An Empirical Study on Distribution Shift Robustness From the Perspective of Pre-Training and Data Augmentation
Ziquan Liu · Yi Xu · Yuanhong Xu · Qi Qian · Hao Li · Rong Jin · Xiangyang Ji · Antoni Chan
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