Anita Rau

5 papers · 2020–2025 · 4 venues · across top CS/AI venues

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Achievements

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🌍 Conference Polyglot · Bronze 🏃 Academic Marathon · Sprint 🌉 Interdisciplinary Bridge · Bronze

Venues

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

Top co-authors

Serena Yeung-Levy (3) James Burgess (2) Josiah Aklilu (2) Yuhui Zhang (2) Alejandro Lozano (2) Xiaohan Wang (2) Jeffrey Gu (1) Floyd C Holsinger (1) Danail Stoyanov (1) Jeffrey J. Nirschl (1)

Research topics

Artificial Intelligence (2) Deep Learning (2) Core AI (2) Computer Vision (1) Machine Learning (1) Analysis (1) Architectures (1) Domain-Specific (1) Learning Paradigms (1) Learning Types (1) Models (1)

Keywords

semi-supervised learning (1) object detection (1) multimodal learning (1) biomedical imaging (1) multimodal dataset (1) foundation model (1) vision-language model (1) image-text retrieval (1) zero-shot classification (1) consistency loss (1) key frame localization (1) hand detection (1) surgical video (1) video action (1) clip-style model (1) frame differencing (1) action difference (1)

Papers

BIOMEDICA: An Open Biomedical Image-Caption Archive, Dataset, and Vision-Language Models Derived from Scientific Literature CVPR 2025 Video Action Differencing ICLR 2025 Depth-guided NeRF Training via Earth Mover’s Distance ECCV 2024 Robust Semi-supervised Detection of Hands in Diverse Open Surgery Environments MLHC 2023 Predicting Visual Overlap of Images Through Interpretable Non-Metric Box Embeddings ECCV 2020