Josiah Aklilu
4 papers · 2022–2025 · 3 conferences · across top CS/AI conferences
Achievements
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Conference Polyglot
(3)
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Renaissance Researcher
(5)
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Interdisciplinary Bridge
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Keyword Pioneer
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Cross-Pollinator
(15)
Conferences
CVPR (2)
ECCV (1)
MLHC (1)
Top co-authors
Keywords
active learning
(1)
semantic segmentation
(1)
benchmark evaluation
(1)
visual question answering
(1)
question answering
(1)
uncertainty sampling
(1)
batch selection
(1)
biomedical imaging
(1)
vision language model
(1)
vision-language model
(1)
image-text retrieval
(1)
zero-shot classification
(1)
multiple-choice question
(1)
gradient embedding
(1)
multi-modal dataset
(1)
agentic framework
(1)
multiple-choice question generation
(1)
automated benchmark construction
(1)
model evaluation framework
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clip-style model
(1)
Papers
BIOMEDICA: An Open Biomedical Image-Caption Archive, Dataset, and Vision-Language Models Derived from Scientific Literature
CVPR 2025
Automated Generation of Challenging Multiple-Choice Questions for Vision Language Model Evaluation
CVPR 2025
Depth-guided NeRF Training via Earth Moverβs Distance
ECCV 2024
ALGES: Active Learning with Gradient Embeddings for Semantic Segmentation of Laparoscopic Surgical Images
MLHC 2022