Atul Kumar
3 papers · 2024–2026 · 3 conferences · across top CS/AI conferences
Achievements
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🌉
Interdisciplinary Bridge
🌍
Conference Polyglot
(2)
🐝
Cross-Pollinator
(13)
🧭
Keyword Pioneer
🚀
Conference Pioneer
Conferences
AAAI (1)
MICCAI (1)
WACV (1)
Top co-authors
Keywords
contrastive learning
(1)
vision transformer
(1)
uncertainty quantification
(1)
knowledge distillation
(1)
face recognition
(1)
image synthesis
(1)
semantic consistency
(1)
medical image classification
(1)
convolutional neural network
(1)
gender classification
(1)
structural fidelity
(1)
synthetic face image
(1)
soft biometric
(1)
real face image
(1)
sketch-to-rgb translation
(1)
controlled diffusion
(1)
Papers
Semantic-Guided Sketch-to-RGB Image Generation via Controlled Diffusion for Improved Sketch Recognition (Student Abstract)
AAAI 2026
On Which Data Distribution (Synthetic or Real) We Should Rely for Soft Biometric Classification
WACV 2025
Confidence Matters: Enhancing Medical Image Classification Through Uncertainty-Driven Contrastive Self-Distillation
MICCAI 2024