Niladri Shekhar Dutt

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I am a first year ELLIS PhD student at University College London (UCL), sponsored by Adobe Research. I am fortunate to be advised by Prof Niloy Mitra (UCL) and Duygu Ceylan (Adobe). My current research focuses on multimodal learning, combining MLLMs with computer graphics and vision for reasoning in generative and procedural modeling tasks.

I’m currently a Research Scientist Intern at Adobe working with Xuelin Chen, Paul Gurrero, and Chun-Hao Huang.

past

Research Intern @ Nvidia, Visiting scholar @ Berkeley, Research Engineer @ Ready Player Me, Founding Engineer @ NFTPort (raised $26M, now Galadriel)

news

Apr 05, 2025 Co-organizing the London GenAI Forum’25.</a>
Apr 05, 2025 Selected for Google Gemini Academic Program
Mar 28, 2025 Awarded the Meshy AI Fellowship 2025 Finalist prize
Oct 04, 2024 Presented my research at The Alan Turing Institute PhD day
Oct 01, 2024 Started my PhD at UCL 🥳

publications

  1. smf.png
    SMF: Template-free and Rig-free Animation Transfer using Kinetic Codes
    Sanjeev Muralikrishnan*, Niladri Shekhar Dutt*, and Niloy Mitra
    * Equal contribution
    Siggraph Asia [ACM Transactions on Graphics], 2025
    arXiv HTML
  2. monetGPT.jpg
    MonetGPT: Solving Puzzles Enhances MLLMs’ Image Retouching Skills
    Niladri Shekhar Dutt, Duygu Deylan, and Niloy Mitra
    SIGGRAPH [ACM Transactions on Graphics], 2025
    arXiv HTML Code
  3. brepler.jpg
    B-repLer: Semantic B-rep Latent Editor using Large Language Models
    Yilin Liu, Niladri Shekhar Dutt, Changjian Li, and Niloy J. Mitra
    preprint, 2025
    arXiv
  4. flairgpt.gif
    FlairGPT: Repurposing LLMs for Interior Designs
    Gabrielle Littlefair, Niladri Shekhar Dutt, and Niloy Mitra
    Eurographics, 2025
    arXiv HTML
  5. trj.jpg
    Temporal Residual Jacobians for Rig-Free Motion Transfer
    Sanjeev Muralikrishnan, Niladri Shekhar Dutt, Siddhartha Chaudhuri, Noam Aigerman, Vladimir Kim, Matthew Fisher, and Niloy Mitra
    ECCV, 2024
    arXiv HTML Code
  6. diff3f.jpg
    Diffusion 3D Features (Diff3F): Decorating Untextured Shapes with Distilled Semantic Features
    Niladri Shekhar Dutt, Sanjeev Muralikrishnan, and Niloy Mitra
    CVPR, 2024
    arXiv HTML Code
  7. proteus.gif
    Proteusnerf: Fast Lightweight NeRF Editing using 3D-Aware Image Context
    Binglun Wang, Niladri Shekhar Dutt, and Niloy Mitra
    ACM SIGGRAPH Symposium on Interactive 3D Graphics and Games (I3D), 2024
    arXiv HTML Code

academic service

I review papers for the following conferences/journals:

  • Computer Graphics: SIGGRAPH, SIGGRAPH Asia, ACM Transactions on Graphics (TOG), Computer Graphics Forum
  • Computer Vision: CVPR, ICCV
  • Machine Learning: NeurIPS, ICLR, ICML, AAAI