OFL-SAM2: Prompt SAM2 with Online Few-shot Learner for Efficient Medical Image Segmentation

Meng Lan, Lefei Zhang, Xiaomeng Li. OFL-SAM2: Prompt SAM2 with Online Few-shot Learner for Efficient Medical Image Segmentation. In Sven Koenig, Chad Jenkins, Matthew E. Taylor, editors, Fortieth AAAI Conference on Artificial Intelligence, Thirty-Eighth Conference on Innovative Applications of Artificial Intelligence, Sixteenth Symposium on Educational Advances in Artificial Intelligence, AAAI 2026, Singapore, January 20-27, 2026. pages 5809-5817, AAAI Press, 2026. [doi]

Abstract

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