On the Importance of Label Quality for Semantic Segmentation. - Aleksandar Zlateski; Ronnachai Jaroensri; Prafull Sharma; Frédo Durand (CVPR, 2018)

K-means++ vs. Behavioral Biometrics: One Loop to Rule Them All. - Parimarjan Negi; Prafull Sharma; Vivek Jain; Bahman Bahmani (NDSS, 2018)

Computational Mirrors: Blind Inverse Light Transport by Deep Matrix Factorization. - Miika Aittala; Prafull Sharma; Lukas Murmann; Adam B. Yedidia; Gregory W. Wornell; Bill Freeman; Frédo Durand (NeurIPS, 2019)

SAR-to-EO Image Translation with Multi-Conditional Adversarial Networks. - Armando Cabrera; Miriam Cha; Prafull Sharma; Michael Newey (ACSCC, 2021)

What You Can Learn by Staring at a Blank Wall. - Prafull Sharma; Miika Aittala; Yoav Y. Schechner; Antonio Torralba 001; Gregory W. Wornell; William T. Freeman; Frédo Durand (ICCV, 2021)

Seeing 3D Objects in a Single Image via Self-Supervised Static-Dynamic Disentanglement. - Prafull Sharma; Ayush Tewari; Yilun Du; Sergey Zakharov; Rares Ambrus; Adrien Gaidon; William T. Freeman; Frédo Durand; Joshua B. Tenenbaum; Vincent Sitzmann (CoRR, 2022)

Neural Groundplans: Persistent Neural Scene Representations from a Single Image. - Prafull Sharma; Ayush Tewari; Yilun Du; Sergey Zakharov; Rares Andrei Ambrus; Adrien Gaidon; William T. Freeman; Frédo Durand; Joshua B. Tenenbaum; Vincent Sitzmann (ICLR, 2023)

Materialistic: Selecting Similar Materials in Images. - Prafull Sharma; Julien Philip; Michaël Gharbi; Bill Freeman; Frédo Durand; Valentin Deschaintre (ACM Trans. Graph., 2023)

Alchemist: Parametric Control of Material Properties with Diffusion Models. - Prafull Sharma; Varun Jampani; Yuanzhen Li; Xuhui Jia; Dmitry Lagun; Frédo Durand; Bill Freeman; Mark J. Matthews (CVPR, 2024)

ZeST: Zero-Shot Material Transfer from a Single Image. - Ta Ying Cheng; Prafull Sharma; Andrew Markham; Niki Trigoni; Varun Jampani (ECCV (1), 2024)

MARBLE: Material Recomposition and Blending in CLIP-Space. - Ta Ying Cheng; Prafull Sharma; Mark Boss; Varun Jampani (CVPR, 2025)

Assessing Adaptive World Models in Machines with Novel Games. - Lance Ying; Katherine M. Collins; Prafull Sharma; Cedric Colas; Kaiya Ivy Zhao; Adrian Weller; Zenna Tavares; Phillip Isola; Samuel J. Gershman; Jacob Andreas; Thomas L. Griffiths 001; François Chollet; et al. (CoRR, 2025)