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132 Results
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Poster
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Wed 15:00 |
Compositional Foundation Models for Hierarchical Planning Anurag Ajay · Seungwook Han · Yilun Du · Shuang Li · Abhi Gupta · Tommi Jaakkola · Josh Tenenbaum · Leslie Kaelbling · Akash Srivastava · Pulkit Agrawal |
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Workshop
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Multiple Physics Pretraining for Physical Surrogate Models John McCabe · Bruno Régaldo-Saint Blancard · Liam Parker · Ruben Ohana · Miles Cranmer · Alberto Bietti · Michael Eickenberg · Siavash Golkar · Geraud Krawezik · Francois Lanusse · Mariel Pettee · Tiberiu Tesileanu · Kyunghyun Cho · Shirley Ho |
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Workshop
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Masked autoencoders are scalable learners of cellular morphology Oren Kraus · Kian Kenyon-Dean · Saber Saberian · Maryam Fallah · Peter McLean · Jess Leung · Vasudev Sharma · Ayla Khan · Jia Balakrishnan · Safiye Celik · Maciej Sypetkowski · Chi Cheng · Kristen Morse · Maureen Makes · Ben Mabey · Berton Earnshaw |
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Workshop
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Masked autoencoders are scalable learners of cellular morphology Oren Kraus · Kian Kenyon-Dean · Saber Saberian · Maryam Fallah · Peter McLean · Jess Leung · Vasudev Sharma · Ayla Khan · Jia Balakrishnan · Safiye Celik · Maciej Sypetkowski · Chi Cheng · Kristen Morse · Maureen Makes · Ben Mabey · Berton Earnshaw |
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Workshop
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Using Foundation Models to Promote Digitization and Reproducibility in Scientific Experimentation Amol Thakkar · Andrea Giovannini · Antonio Foncubierta-Rodriguez · Carlo Baldassari · Dimitrios Christofidellis · Federico Zipoli · Gianmarco Gabrieli · Jannis Born · Mara Graziani · Marvin Alberts · Matteo Manica · Michael Stiefel · Oliver Schilter · Teodoro Laino · Patrick Ruch |
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Workshop
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AstroCLIP: Cross-Modal Pre-Training for Astronomical Foundation Models Francois Lanusse · Liam Parker · Siavash Golkar · Alberto Bietti · Miles Cranmer · Michael Eickenberg · Geraud Krawezik · John McCabe · Ruben Ohana · Mariel Pettee · Bruno Régaldo-Saint Blancard · Tiberiu Tesileanu · Kyunghyun Cho · Shirley Ho |
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Poster
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Thu 15:00 |
GEO-Bench: Toward Foundation Models for Earth Monitoring Alexandre Lacoste · Nils Lehmann · Pau Rodriguez · Evan Sherwin · Hannah Kerner · Björn Lütjens · Jeremy Irvin · David Dao · Hamed Alemohammad · Alexandre Drouin · Mehmet Gunturkun · Gabriel Huang · David Vazquez · Dava Newman · Yoshua Bengio · Stefano Ermon · Xiaoxiang Zhu |
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Workshop
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xVal: A Continuous Number Encoding for Large Language Models Siavash Golkar · Mariel Pettee · Michael Eickenberg · Alberto Bietti · Miles Cranmer · Geraud Krawezik · Francois Lanusse · John McCabe · Ruben Ohana · Liam Parker · Bruno Régaldo-Saint Blancard · Tiberiu Tesileanu · Kyunghyun Cho · Shirley Ho |
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Workshop
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Multi-modal Foundation Model for Material Design Seiji Takeda · Indra Priyadarsini S · Akihiro Kishimoto · Hajime Shinohara · Lisa Hamada · Hirose Masataka · Junta Fuchiwaki · Daiju Nakano |
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Workshop
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MathVista: Evaluating Mathematical Reasoning of Foundation Models in Visual Contexts Pan Lu · Hritik Bansal · Tanglin Xia · Jiacheng Liu · Chunyuan Li · Hannaneh Hajishirzi · Hao Cheng · Kai-Wei Chang · Michel Galley · Jianfeng Gao |
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Workshop
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One shot localization and segmentation of medical images with Foundation Models Deepa Anand · Gurunath Reddy Madhumani · Vanika Singhal · Dattesh Shanbhag · Shriram KS · Uday Patil · Chitresh Bhushan · Kavitha Manickam · Dawei Gui · Rakesh Mullick · Avinash Gopal · Parminder Bhatia · Taha Kass-Hout |
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Workshop
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Fri 11:35 |
Does CLIP’s generalization performance mainly stem from high train-test similarity? Prasanna Mayilvahanan · Thaddäus Wiedemer · Evgenia Rusak · Matthias Bethge · Wieland Brendel |