Shameema Sikder
6 papers · 2024–2026 · 3 conferences · across top CS/AI conferences
Achievements
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🌍
Conference Polyglot
(2)
🌉
Interdisciplinary Bridge
🧭
Keyword Pioneer
🐝
Cross-Pollinator
(15)
🚀
Conference Pioneer
Conferences
MICCAI (3)
MIDL (2)
NIPS (1)
Top co-authors
Keywords
federated learning
(1)
semantic segmentation
(1)
video captioning
(1)
self-supervised learning
(1)
temporal reasoning
(1)
privacy preservation
(1)
vision language model
(1)
vision foundation model
(1)
joint-embedding predictive architecture
(1)
black-box adaptation
(1)
video moment retrieval
(1)
surgical video analysis
(1)
spatiotemporal representation learning
(1)
surgical video understanding
(1)
first order optimization
(1)
zero order optimization
(1)
Papers
CatVLM: Enhancing Temporal Understanding in Cataract Surgery Videos with Boundary-Aware VLM
MIDL 2026
StepAL: Step-aware Active Learning for Cataract Surgical Videos
MICCAI 2025
A Vision Foundation Model for Cataract Surgery Using Joint-Embedding Predictive Architecture
MIDL 2025
Federated Black-Box Adaptation for Semantic Segmentation
NIPS 2024
Black-Box Adaptation for Medical Image Segmentation
MICCAI 2024
S-SAM: SVD-based Fine-Tuning of Segment Anything Model for Medical Image Segmentation
MICCAI 2024