Sudipta Roy
6 papers · 2024–2026 · 3 conferences · across top CS/AI conferences
Achievements
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๐ Interdisciplinary Bridge ๐ Conference Polyglot (2) ๐ Renaissance Researcher (5) ๐ Cross-Pollinator (15) ๐บ๏ธ Taxonomy Completionist (11)
๐งญ
Keyword Pioneer
๐
Conference Pioneer
Conferences
AAAI (3)
WACV (2)
MICCAI (1)
Top co-authors
Keywords
medical imaging
(3)
diffusion model
(2)
anomaly detection
(1)
ensemble learning
(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)
anomaly segmentation
(1)
social bia
(1)
fairness evaluation
(1)
intersectional bia
(1)
semantic control
(1)
disease classification
(1)
monte carlo dropout
(1)
image colorization
(1)
dynamic transformer
(1)
Papers
VALIANT: Prompt Instability for Active Learning in Black-Box Medical Imaging
AAAI 2026
NoMoColor: Unified Noise Modulation for Enhanced Diffusion-based Image Colorization (Student Abstract)
AAAI 2026
How Reasoning Influences Intersectional Biases in VisionโLanguage Models (Student Abstract)
AAAI 2026
Self-Supervised Anomaly Segmentation via Diffusion Models with Dynamic Transformer UNet
WACV 2025
Multimodal Fusion Learning with Dual Attention for Medical Imaging
WACV 2025
Confidence-guided Semi-supervised Learning for Generalized Lesion Localization in X-ray Images
MICCAI 2024