S. Swaroop Vedula

6 papers · 2024–2026 · 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

Jump to papers ↓

🌍 Conference Polyglot · Bronze 🌉 Interdisciplinary Bridge · Silver 🚀 Conference Pioneer

Venues

MICCAI (3) MIDL (2) NeurIPS (1)

Top co-authors

Shameema Sikder (6) Vishal M. Patel (6) Jay N. Paranjape (4) Nisarg A Shah (1) Bardia Safaei (1) Nanthini Narayanan (1) Nisarg Shah (1) Mingze Xia (1) Nisarg A. Shah (1) Subhasri Vijay (1)

Research topics

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

Keywords

federated learning (1) semantic segmentation (1) video captioning (1) self-supervised learning (1) temporal reasoning (1) privacy preservation (1) zero-order optimization (1) vision-language model (1) vision foundation model (1) joint embedding predictive architecture (1) first-order optimization (1) black-box adaptation (1) video moment retrieval (1) surgical video analysis (1) spatiotemporal representation learning (1) surgical video understanding (1)

Papers

CatVLM: Enhancing Temporal Understanding in Cataract Surgery Videos with Boundary-Aware VLM MIDL 2026 A Vision Foundation Model for Cataract Surgery Using Joint-Embedding Predictive Architecture MIDL 2025 StepAL: Step-aware Active Learning for Cataract Surgical Videos MICCAI 2025 Black-Box Adaptation for Medical Image Segmentation MICCAI 2024 Federated Black-Box Adaptation for Semantic Segmentation NeurIPS 2024 S-SAM: SVD-based Fine-Tuning of Segment Anything Model for Medical Image Segmentation MICCAI 2024