Sudipta Roy
7 papers · 2024–2026 · 4 venues · across top CS/AI venues
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Achievements
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🌍
Conference Polyglot · Bronze
🌉
Interdisciplinary Bridge · Silver
🗺️
Taxonomy Completionist
(13)
🚀
Conference Pioneer
Venues
Top co-authors
Research topics
Keywords
medical imaging
(3)
diffusion model
(2)
conformal prediction
(1)
anomaly detection
(1)
ensemble learning
(1)
uncertainty quantification
(1)
self-supervised learning
(1)
attention mechanism
(1)
text-to-image generation
(1)
zero-order optimization
(1)
vision-language model
(1)
multimodal fusion
(1)
visual prompt
(1)
domain shift
(1)
anomaly segmentation
(1)
social bia
(1)
fairness evaluation
(1)
intersectional bia
(1)
semantic control
(1)
medical vision-language model
(1)
Papers
How Reasoning Influences Intersectional Biases in Vision–Language Models (Student Abstract)
AAAI 2026
LATA: Laplacian-Assisted Transductive Adaptation for Conformal Uncertainty in Medical VLMs
CVPR 2026
NoMoColor: Unified Noise Modulation for Enhanced Diffusion-based Image Colorization (Student Abstract)
AAAI 2026
VALIANT: Prompt Instability for Active Learning in Black-Box Medical Imaging
AAAI 2026
Multimodal Fusion Learning with Dual Attention for Medical Imaging
WACV 2025
Self-Supervised Anomaly Segmentation via Diffusion Models with Dynamic Transformer UNet
WACV 2025
Confidence-guided Semi-supervised Learning for Generalized Lesion Localization in X-ray Images
MICCAI 2024