Josiah Aklilu

12 papers A* 2Journal 8Unranked 2
YearRankTypeTitle / Venue / Authors
2025 J jnl
A Large-Scale Vision-Language Dataset Derived from Open Scientific Literature to Advance Biomedical Generalist AI.
CoRR
Alejandro Lozano, Min Woo Sun, James Burgess, Jeffrey J. Nirschl, Christopher Polzak, Yuhui Zhang, Liangyu Chen, Jeffrey Gu, Ivan Lopez, Josiah Aklilu, Anita Rau, Austin Wolfgang Katzer, Collin Chiu, Orr Zohar, Xiaohan Wang, Alfred Seunghoon Song, Chia-Chun Chiang, Robert Tibshirani, Serena Yeung-Levy
2025 A* conf
Automated Generation of Challenging Multiple-Choice Questions for Vision Language Model Evaluation.
CVPR
Yuhui Zhang, Yuchang Su, Yiming Liu, Xiaohan Wang, James Burgess, Elaine Sui, Chenyu Wang, Josiah Aklilu, Alejandro Lozano, Anjiang Wei, Ludwig Schmidt, Serena Yeung-Levy
2025 J jnl
Automated Generation of Challenging Multiple-Choice Questions for Vision Language Model Evaluation.
CoRR
Yuhui Zhang, Yuchang Su, Yiming Liu, Xiaohan Wang, James Burgess, Elaine Sui, Chenyu Wang, Josiah Aklilu, Alejandro Lozano, Anjiang Wei, Ludwig Schmidt, Serena Yeung-Levy
2025 A* conf
BIOMEDICA: An Open Biomedical Image-Caption Archive, Dataset, and Vision-Language Models Derived from Scientific Literature.
CVPR
Alejandro Lozano, Min Woo Sun, James Burgess, Liangyu Chen, Jeffrey J. Nirschl, Jeffrey Gu, Ivan Lopez, Josiah Aklilu, Anita Rau, Austin Wolfgang Katzer, Yuhui Zhang, Collin Chiu, Xiaohan Wang, Alfred Seunghoon Song, Robert Tibshirani, Serena Yeung-Levy
2025 J jnl
BIOMEDICA: An Open Biomedical Image-Caption Archive, Dataset, and Vision-Language Models Derived from Scientific Literature.
CoRR
Alejandro Lozano, Min Woo Sun, James Burgess, Liangyu Chen, Jeffrey J. Nirschl, Jeffrey Gu, Ivan Lopez, Josiah Aklilu, Austin Wolfgang Katzer, Collin Chiu, Anita Rau, Xiaohan Wang, Yuhui Zhang, Alfred Seunghoon Song, Robert Tibshirani, Serena Yeung-Levy
2025 J jnl
Systematic Evaluation of Large Vision-Language Models for Surgical Artificial Intelligence.
CoRR
Anita Rau, Mark Endo, Josiah Aklilu, Jaewoo Heo, Khaled Saab, Alberto Paderno, Jeffrey Jopling, F. Christopher Holsinger, Serena Yeung-Levy
2024 — conf
Depth-Guided NeRF Training via Earth Mover's Distance.
ECCV (64)
Anita Rau, Josiah Aklilu, F. Christopher Holsinger, Serena Yeung-Levy
2024 J jnl
Depth-guided NeRF Training via Earth Mover's Distance.
CoRR
Anita Rau, Josiah Aklilu, F. Christopher Holsinger, Serena Yeung-Levy
2024 J jnl
Revisiting Active Learning in the Era of Vision Foundation Models.
CoRR
Sanket Rajan Gupte, Josiah Aklilu, Jeffrey J. Nirschl, Serena Yeung-Levy
2024 J jnl
Revisiting Active Learning in the Era of Vision Foundation Models.
Trans. Mach. Learn. Res.
Sanket Rajan Gupte, Josiah Aklilu, Jeffrey J. Nirschl, Serena Yeung-Levy
2024 J jnl
Zero-shot Action Localization via the Confidence of Large Vision-Language Models.
CoRR
Josiah Aklilu, Xiaohan Wang, Serena Yeung-Levy
2022 — conf
ALGES: Active Learning with Gradient Embeddings for Semantic Segmentation of Laparoscopic Surgical Images.
MLHC
Josiah Aklilu, Serena Yeung