ALGES: Active Learning with Gradient Embeddings for Semantic Segmentation of Laparoscopic Surgical Images. - Josiah Aklilu; Serena Yeung (MLHC, 2022)

Depth-Guided NeRF Training via Earth Mover's Distance. - Anita Rau; Josiah Aklilu; F. Christopher Holsinger; Serena Yeung-Levy (ECCV (64), 2024)

Zero-shot Action Localization via the Confidence of Large Vision-Language Models. - Josiah Aklilu; Xiaohan Wang; Serena Yeung-Levy (CoRR, 2024)

Revisiting Active Learning in the Era of Vision Foundation Models. - Sanket Rajan Gupte; Josiah Aklilu; Jeffrey J. Nirschl; Serena Yeung-Levy (Trans. Mach. Learn. Res., 2024)

BIOMEDICA: An Open Biomedical Image-Caption Archive, Dataset, and Vision-Language Models Derived from Scientific Literature. - Alejandro Lozano; Min Woo Sun; James Burgess; Liangyu Chen 005; Jeffrey J. Nirschl; Jeffrey Gu; Ivan Lopez; Josiah Aklilu; Anita Rau; Austin Wolfgang Katzer; Yuhui Zhang; Collin Chiu; et al. (CVPR, 2025)

Automated Generation of Challenging Multiple-Choice Questions for Vision Language Model Evaluation. - Yuhui Zhang; Yuchang Su; Yiming Liu; Xiaohan Wang; James Burgess; Elaine Sui; Chenyu Wang 003; Josiah Aklilu; Alejandro Lozano; Anjiang Wei; Ludwig Schmidt; Serena Yeung-Levy (CVPR, 2025)

A Large-Scale Vision-Language Dataset Derived from Open Scientific Literature to Advance Biomedical Generalist AI. - Alejandro Lozano; Min Woo Sun; James Burgess; Jeffrey J. Nirschl; Christopher Polzak; Yuhui Zhang; Liangyu Chen 005; Jeffrey Gu; Ivan Lopez; Josiah Aklilu; Anita Rau; Austin Wolfgang Katzer; et al. (CoRR, 2025)

Systematic Evaluation of Large Vision-Language Models for Surgical Artificial Intelligence. - Anita Rau; Mark Endo; Josiah Aklilu; Jaewoo Heo; Khaled Saab 003; Alberto Paderno; Jeffrey Jopling; F. Christopher Holsinger; Serena Yeung-Levy (CoRR, 2025)