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48 Results
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Poster
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Wed 15:00 |
Uncovering the Hidden Dynamics of Video Self-supervised Learning under Distribution Shifts Pritam Sarkar · Ahmad Beirami · Ali Etemad |
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Poster
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Thu 8:45 |
Is Heterogeneity Notorious? Taming Heterogeneity to Handle Test-Time Shift in Federated Learning Yue Tan · Chen Chen · Weiming Zhuang · Xin Dong · Lingjuan Lyu · Guodong Long |
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Poster
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Thu 8:45 |
Evaluating Robustness and Uncertainty of Graph Models Under Structural Distributional Shifts Gleb Bazhenov · Denis Kuznedelev · Andrey Malinin · Artem Babenko · Liudmila Prokhorenkova |
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Workshop
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Assessing the Impact of Distribution Shift on Reinforcement Learning Performance Ted Fujimoto · Joshua Suetterlein · Samrat Chatterjee · Auroop Ganguly |
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Workshop
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Fri 11:15 |
TiC-CLIP: Continual Training of CLIP Models Saurabh Garg · Mehrdad Farajtabar · Hadi Pouransari · Raviteja Vemulapalli · Sachin Mehta · Oncel Tuzel · Vaishaal Shankar · Fartash Faghri |
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Workshop
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Fri 11:45 |
Domain constraints improve risk prediction when outcome data is missing Sidhika Balachandar · Nikhil Garg · Emma Pierson |
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Workshop
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Channel Selection for Test-Time Adaptation Under Distribution Shift Pedro Vianna · Muawiz Chaudhary · An Tang · Guy Cloutier · Guy Wolf · Michael Eickenberg · Eugene Belilovsky |
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Poster
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Wed 8:45 |
Effective Robustness against Natural Distribution Shifts for Models with Different Training Data Zhouxing Shi · Nicholas Carlini · Ananth Balashankar · Ludwig Schmidt · Cho-Jui Hsieh · Alex Beutel · Yao Qin |
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Workshop
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Probing the Equivariance of Image Embeddings Cyrus Rashtchian · Charles Herrmann · Chun-Sung Ferng · Ayan Chakrabarti · Dilip Krishnan · Deqing Sun · Da-Cheng Juan · Andrew Tomkins |
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Poster
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Wed 8:45 |
Ensemble-based Deep Reinforcement Learning for Vehicle Routing Problems under Distribution Shift YUAN JIANG · Zhiguang Cao · Yaoxin Wu · Wen Song · Jie Zhang |
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Workshop
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ciix: Outperforming GPT3 on Scientific Factual Error Correction Dhananjay Ashok · Atharva Kulkarni · Hai Pham · Barnabas Poczos |
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Poster
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Tue 8:45 |
Invariant Anomaly Detection under Distribution Shifts: A Causal Perspective João Carvalho · Mengtao Zhang · Robin Geyer · Carlos Cotrini · Joachim M Buhmann |