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60 Results
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Workshop
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Sat 14:42 |
Known Unknowns: Out-of-Distribution Property Prediction in Materials and Molecules Nofit Segal · Aviv Netanyahu · Kevin P. Greenman · Pulkit Agrawal · Rafael Gomez-Bombarelli |
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Poster
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Fri 11:00 |
What Variables Affect Out-of-Distribution Generalization in Pretrained Models? Md Yousuf Harun · Kyungbok Lee · Gianmarco Gallardo · Giri Krishnan · Christopher Kanan |
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Workshop
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Solving Out-of-Distribution Challenges in Optical Foundation Models using Self-Improving Data Augmentation Mingqian Ma · Taigao Ma · L. Jay Guo |
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Workshop
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Task-Relevant Covariance from Manifold Capacity Theory Improves Robustness in Deep Networks William Yang · Chi-Ning Chou · SueYeon Chung |
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Workshop
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Adapting Segment Anything Model (SAM) to Experimental Datasets via Fine-Tuning on GAN-based Simulation: A Case Study in Additive Manufacturing Anika Tabassum · Amir K Ziabari |
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Workshop
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Rule Extrapolation in Language Models: A Study of Compositional Generalization on OOD Prompts Anna Mészáros · Szilvia Ujváry · Wieland Brendel · Patrik Reizinger · Ferenc Huszar |
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Workshop
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Antibody DomainBed: Out-of-Distribution Generalization in Therapeutic Protein Design Nataša Tagasovska · Ji Won Park · Matthieu Kirchmeyer · Nathan Frey · Andrew Watkins · Aya Ismail · Arian Jamasb · Edith Lee · Tyler Bryson · Stephen Ra · Kyunghyun Cho |
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Poster
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Fri 11:00 |
Benchmarking Out-of-Distribution Generalization Capabilities of DNN-based Encoding Models for the Ventral Visual Cortex. Spandan Madan · Will Xiao · Mingran Cao · Hanspeter Pfister · Margaret Livingstone · Gabriel Kreiman |
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Workshop
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Drift-Resilient TabPFN: In-Context Learning Temporal Distribution Shifts on Tabular Data David Schnurr · Kai Helli · Noah Hollmann · Samuel Müller · Frank Hutter |
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Poster
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Scanning Trojaned Models Using Out-of-Distribution Samples Hossein Mirzaei · Ali Ansari · Bahar Dibaei Nia · Mojtaba Nafez · Moein Madadi · Sepehr Rezaee · Zeinab Taghavi · Arad Maleki · Kian Shamsaie · Mahdi Hajialilue · Jafar Habibi · Mohammad Sabokrou · Mohammad Hossein Rohban |
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Workshop
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Detection of Partially-Synthesized LLM Text Eric Lei · Hsiang Hsu · Richard Chen |
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Poster
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Thu 16:30 |
Generalize or Detect? Towards Robust Semantic Segmentation Under Multiple Distribution Shifts Zhitong Gao · Bingnan Li · Mathieu Salzmann · Xuming He |