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Poster
Thu 8:45 LaFTer: Label-Free Tuning of Zero-shot Classifier using Language and Unlabeled Image Collections
Muhammad Jehanzeb Mirza · Leonid Karlinsky · Wei Lin · Horst Possegger · Mateusz Kozinski · Rogerio Feris · Horst Bischof
Poster
Thu 15:00 Battle of the Backbones: A Large-Scale Comparison of Pretrained Models across Computer Vision Tasks
Micah Goldblum · Hossein Souri · Renkun Ni · Manli Shu · Viraj Prabhu · Gowthami Somepalli · Prithvijit Chattopadhyay · Mark Ibrahim · Adrien Bardes · Judy Hoffman · Rama Chellappa · Andrew Wilson · Tom Goldstein
Poster
Thu 15:00 LAMM: Language-Assisted Multi-Modal Instruction-Tuning Dataset, Framework, and Benchmark
Zhenfei Yin · Jiong Wang · Jianjian Cao · Zhelun Shi · Dingning Liu · Mukai Li · Xiaoshui Huang · Zhiyong Wang · Lu Sheng · LEI BAI · Jing Shao · Wanli Ouyang
Poster
Thu 15:00 LLaVA-Med: Training a Large Language-and-Vision Assistant for Biomedicine in One Day
Chunyuan Li · Cliff Wong · Sheng Zhang · Naoto Usuyama · Haotian Liu · Jianwei Yang · Tristan Naumann · Hoifung Poon · Jianfeng Gao
Workshop
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
Workshop
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
Poster
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
Poster
Thu 15:00 LVM-Med: Learning Large-Scale Self-Supervised Vision Models for Medical Imaging via Second-order Graph Matching
Duy M. H. Nguyen · Hoang Nguyen · Nghiem Diep · Tan Ngoc Pham · Tri Cao · Binh Nguyen · Paul Swoboda · Paul Swoboda · Nhat Ho · Shadi Albarqouni · Pengtao Xie · Pengtao Xie · Daniel Sonntag · Mathias Niepert