Me
Ayan Banerjee
Ph.D. Student, CVC (UAB)
abanerjee [at] cvc [dot] uab [dot] cat
Research ›

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

  • CAS is accepted by NeurIPS 2026.
  • Joined Sony AI Barcelona as a research intern.
  • CountLoop was accepted by TMLR 2026.
  • CraftSVG was accepted by WACV 2026.


Experiences

Sep. 2026 - Present
Research Intern @ Sony AI, Barcelona
Supervisor: Joan Serra. Working on Music Retrieval and Diffusion Models.


Publications

CAS
Conference
Can Circuit Alignment Predict OOD Generalization?
Ayan Banerjee, Abhra Chaudhuri, Josep Llados, Umapada Pal, Anjan Dutta
NIPS 2026
PASA
Journal
CountLoop: Training-Free High-Instance Image Generation via Iterative Agent Guidance
Anindya Mondal, Sauradip Nag, Ayan Banerjee, Josep Lladós, Xiatian Zhu, Anjan Dutta
TMLR 2026
PASA
Conference
CraftSVG: Multi-Object Text-to-SVG Synthesis via Layout Guided Diffusion
Ayan Banerjee, Nityanand Mathur, Josep Lladós, Umapada Pal, Anjan Dutta
WACV 2026

Selected Honors & Awards

  • [ICDAR 2024] Best Student Paper Award for GraphKD.
  • Academic Services

    • Coming Soon...