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11 Results
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Workshop
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Wild Comparisons: A Study of how Representation Similarity Changes when Input Data is Drawn from a Shifted Distribution Davis Brown · Madelyn Shapiro · Alyson Bittner · Jackson Warley · Henry Kvinge |
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Poster
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Tue 7:30 |
Generalizability of Adversarial Robustness Under Distribution Shifts Bernard Ghanem · Kumail Alhamoud · Hasan Hammoud · Motasem Alfarra |
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Workshop
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Selective Prediction for Semantic Segmentation under Distribution Shift Bruno Laboissiere Camargos Borges · Bruno Pacheco · Danilo Silva |
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Workshop
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Development and Evaluation of Deep Learning Models for Cardiotocography Interpretation Nicole Chiou · Nichole Young-Lin · Christopher Kelly · Julie Cattiau · Tiya Tiyasirichokchai · Abdoulaye Diack · Sanmi Koyejo · Katherine Heller · Mercy Asiedu |
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Workshop
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A BENCHMARK FOR GEOGRAPHIC DISTRIBUTION SHIFT IN SMALLHOLDER AGROFORESTRY: DO FOUNDATION MODELS IMPROVE OOD GENERALIZATION? Siddharth Sachdeva · Chandrasekhar Biradar · Isabel Lopez · David Lobell |
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Poster
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Wed 7:30 |
Online GNN Evaluation Under Test-time Graph Distribution Shifts Xin Zheng · Dongjin Song · Qingsong Wen · Bo Du · Shirui Pan |
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Poster
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Tue 1:45 |
Understanding the Robustness of Multi-modal Contrastive Learning to Distribution Shift Yihao Xue · Siddharth Joshi · Dang Nguyen · Baharan Mirzasoleiman |
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Poster
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Thu 7:30 |
Adapting to Distribution Shift by Visual Domain Prompt Generation Zhixiang Chi · Li Gu · Tao Zhong · Huan Liu · YUANHAO YU · Konstantinos Plataniotis · Yang Wang |
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Poster
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Thu 1:45 |
Latent Trajectory Learning for Limited Timestamps under Distribution Shift over Time Qiuhao Zeng · Changjian Shui · Long-Kai Huang · Peng Liu · Xi Chen · Charles Ling · Boyu Wang |
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Oral
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Thu 1:15 |
Latent Trajectory Learning for Limited Timestamps under Distribution Shift over Time Qiuhao Zeng · Changjian Shui · Long-Kai Huang · Peng Liu · Xi Chen · Charles Ling · Boyu Wang |
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Workshop
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How Well Does GPT-4V(ision) Adapt to Distribution Shifts? A Preliminary Investigation Zhongyi Han · Guanglin Zhou · Rundong He · Jindong Wang · Tailin Wu · Yilong Yin · Salman Khan · Lina Yao · Tongliang Liu · Kun Zhang |