publications

2026

1. Preprint

   TILT: Improving Compositional Generation in Diffusion Models with a Model-Intrinsic Reward

   Debottam Dutta, Jianchong Chen, Jaehoon Hahm, and 1 more author

   Under review, 2026

   arXiv Bib Website

   @article{dutta2026tilt,
     title = {{TILT}: Improving Compositional Generation in Diffusion Models with a Model-Intrinsic Reward},
     author = {Dutta, Debottam and Chen, Jianchong and Hahm, Jaehoon and Choudhury, Romit Roy},
     journal = {Under review},
     year = {2026},
   }

2. ICLR

   Steer Away From Mode Collisions: Improving Composition In Diffusion Models

   Debottam Dutta, Jianchong Chen, Rajalaxmi Rajagopalan, and 2 more authors

   In International Conference on Learning Representations, 2026

   arXiv Bib Website

   

   @inproceedings{dutta2026co3,
     title = {Steer Away From Mode Collisions: Improving Composition In Diffusion Models},
     author = {Dutta, Debottam and Chen, Jianchong and Rajagopalan, Rajalaxmi and Wei, Yu-Lin and Choudhury, Romit Roy},
     booktitle = {International Conference on Learning Representations},
     year = {2026},
   }