Akhil Kondepudi

4 papers · 2022–2026 · 3 venues · across top CS/AI venues

Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.

Achievements

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🌍 Conference Polyglot · Bronze 🌉 Interdisciplinary Bridge · Silver 🗺️ Taxonomy Completionist (12) 🐣 Hot Topic Early Bird

Venues

CVPR (2) AAAI (1) NeurIPS (1)

Top co-authors

Honglak Lee (4) Cheng Jiang (3) Todd C. Hollon (3) Xinhai Hou (3) Christian Freudiger (2) Asadur Chowdury (2) Yiwei Lyu (2) Daniel A. Orringer (1) Soumyanil Banerjee (1) Sandra Camelo-Piragua (1)

Research topics

Computer Vision (4) Domain-Specific (4) Deep Learning (3) Healthcare & Medicine (2) Machine Learning (2) Clinical (2) Learning Types · Machine Learning (2) Learning Types · Deep Learning (2) Artificial Intelligence (1) Analysis (1) Core AI (1) Models (1) Processing (1)

Keywords

medical imaging (3) contrastive learning (1) image restoration (1) self-supervised learning (1) weakly supervised learning (1) remote sensing (1) model interpretability (1) diffusion model (1) vision-language model (1) whole slide image (1) cross-attention module (1) contrastive representation learning (1) unpaired learning (1) cancer diagnosis (1) biomedical microscopy (1) whole slide imaging (1) biomedical optical imaging (1) step calibration (1) brain tumor diagnosis (1) stimulated raman histology (1)

Papers

Learning complete and explainable visual representations from itemized text supervision CVPR 2026 Step-Calibrated Diffusion for Biomedical Optical Image Restoration AAAI 2025 Hierarchical Discriminative Learning Improves Visual Representations of Biomedical Microscopy CVPR 2023 OpenSRH: optimizing brain tumor surgery using intraoperative stimulated Raman histology NeurIPS 2022