Atul Kumar

3 papers · 2024–2026 · 3 venues · across top CS/AI venues

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Achievements

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

Venues

AAAI (1) MICCAI (1) WACV (1)

Top co-authors

Akshay Agarwal (2) Manju R. A (1) Joydeep Chandra (1) Saurabh Sharma (1) Ritika Jain (1)

Research topics

Computer Vision (2) Deep Learning (2) Machine Learning (2) Application Areas (2) Healthcare & Medicine (1) Analysis (1) Clinical (1) Generation (1) Learning Types · Machine Learning (1) Learning Types · Deep Learning (1) Models (1)

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