Josiah Aklilu

4 papers · 2022–2025 · 3 venues · across top CS/AI venues

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Achievements

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🌍 Conference Polyglot · Bronze 🌉 Interdisciplinary Bridge · Bronze

Venues

CVPR (2) ECCV (1) MLHC (1)

Top co-authors

Serena Yeung-Levy (3) Xiaohan Wang (2) Anita Rau (2) Alejandro Lozano (2) Yuhui Zhang (2) James Burgess (2) Jeffrey Gu (1) Collin Chiu (1) Ivan Lopez (1) Floyd C Holsinger (1)

Research topics

Artificial Intelligence (2) Machine Learning (2) Core AI (2) Learning Types (2) Computer Vision (1) Deep Learning (1) Natural Language Processing (1) Applications (1) Domain-Specific (1) Learning Paradigms (1) Models (1)

Keywords

vision-language model (2) semantic segmentation (1) benchmark evaluation (1) visual question answering (1) question answering (1) uncertainty sampling (1) batch selection (1) biomedical imaging (1) multimodal dataset (1) image-text retrieval (1) zero-shot classification (1) multiple-choice question (1) gradient embedding (1) agentic framework (1) multiple choice question generation (1) automated benchmark construction (1) model evaluation framework (1) clip-style model (1) active learning (1) laparoscopic image (1)

Papers

Automated Generation of Challenging Multiple-Choice Questions for Vision Language Model Evaluation CVPR 2025 BIOMEDICA: An Open Biomedical Image-Caption Archive, Dataset, and Vision-Language Models Derived from Scientific Literature CVPR 2025 Depth-guided NeRF Training via Earth Mover’s Distance ECCV 2024 ALGES: Active Learning with Gradient Embeddings for Semantic Segmentation of Laparoscopic Surgical Images MLHC 2022