Ayan Banerjee
9 papers · 2019–2026 · 5 venues · across top CS/AI venues
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Achievements
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🌍
Conference Polyglot · Silver
🏃
Academic Marathon · Sprint
🌉
Interdisciplinary Bridge · Bronze
🗺️
Taxonomy Completionist
(22)
🚀
Conference Pioneer
Venues
Top co-authors
Research topics
Artificial Intelligence
(6)
Machine Learning
(6)
Core AI
(6)
Application Areas
(5)
Deep Learning
(4)
Computer Vision
(3)
Architectures
(2)
Domain-Specific
(2)
Learning Types · Deep Learning
(2)
Models
(2)
Healthcare & Medicine
(1)
Natural Language Processing
(1)
Clinical
(1)
Generation
(1)
Learning Types · Machine Learning
(1)
Keywords
safety verification
(2)
multimodal learning
(2)
parameter estimation
(1)
medical imaging
(1)
cyber-physical system
(1)
diffusion model
(1)
physics-informed learning
(1)
dynamical system
(1)
low-rank adaptation
(1)
vision-language model
(1)
style transfer
(1)
domain adaptation
(1)
domain shift
(1)
diffusion transformer
(1)
continuous-time model
(1)
self attention
(1)
bandwidth optimization
(1)
autonomous system
(1)
layout generation
(1)
causal inference
(1)
Papers
CraftSVG: Multi-Object Text-to-SVG Synthesis via Layout Guided Diffusion
WACV 2026
EMMA: Extracting Multiple physical parameters from Multimodal Data
CVPR 2026
Experience with Single Domain Generalization in Real World Medical Imaging Deployments
AAAI 2026
Human Knowledge Integrated Multi-modal Learning for Single Source Domain Generalization
WACV 2026
CraftGraffiti: Exploring Human Identity with Custom Graffiti Art via Facial-Preserving Diffusion Models
NeurIPS 2025
Personalized open world plan generation for safety-critical human centered autonomous systems: A case study on Artificial Pancreas
EMNLP 2025
Harnessing the Power of Multi-Lingual Datasets for Pre-Training: Towards Enhancing Text Spotting Performance
WACV 2024
Toward Operational Safety Verification of AI-Enabled CPS (Student Abstract)
AAAI 2020
Expert Guided Rule Based Prioritization of Scientifically Relevant Images for Downlinking over Limited Bandwidth from Planetary Orbiters
AAAI 2019