About

I am Ayan Banerjee. I am pursuing my Ph.D. at the Computer Vision Center, Universitat Autònoma de Barcelona , advised by Prof. Josep Lladós and Dr. Anjan Dutta. I received my M.S. in Computer Vision from Universitat Autònoma de Barcelona, Universitat Pompeu Fabra, Universitat Politècnica de Catalunya, and Universitat Oberta Catalunya, where I was working on Document Layout Analysis . During my Bachelor's degree, I was a visiting student at Indian Statistical Institute, working with Prof. Umapada Pal working on Scene Text Recognition. My research interests include Mechanistic Interpretability and Diffusion Models. I am always open to related collaborations. If you are interested in discussing potential projects, please feel free to contact me via email.

News

Journal

CountLoop: Training-Free High-Instance Image Generation via Iterative Agent Guidance

Anindya Mondal, Ayan Banerjee, Sauradip Nag, Josep Lladós, Xiatian Zhu, Anjan Dutta

TMLR 2026

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Conference

CraftSVG: Multi-Object Text-to-SVG Synthesis via Layout Guided Diffusion

Ayan Banerjee, Nityanand Mathur, Josep Lladós, Umapada Pal, Anjan Dutta

WACV 2026

Paper Page Code