Publications

(* - equal contribution)

2024

  1. Posterior Sampling Via Langevin Dynamics Based on Generative Priors
    Vishal Purohit*, Matthew Repasky*, Jianfeng Lu, Qiang Qiu, Yao Xie, Xiuyuan Cheng
    Preprint, 2024
  2. Generative Quanta Color Imaging
    Vishal Purohit, Junjie Luo, Yiheng Chi, Qi Guo, Stanley H. Chan, Qiang Qiu
    IEEE Computer Vision and Pattern Recognition (CVPR), 2024 [PDF]
  3. A Partial Replication of MaskFormer in TensorFlow on TPUs
    Vishal Purohit, Wenxin Jiang, Akshath R. Ravikiran, James C. Davis
    arXiv, 2024 [PDF]

2023

  1. A Label Efficient Semi Self-Supervised Learning Framework for IoT Devices in Industrial Process
    Vandana Bharti, Abhinav Kumar, Vishal Purohit, Rishav Singh, Amit Kumar Singh, Sanjay Kumar Singh
    IEEE Transactions on Industrial Informatics, 2023 (Impact Factor : 12.3) [PDF]

2021

  1. Medisecfed: Private and secure medical image classification in the presence of malicious clients
    Abhinav Kumar*, Vishal Purohit*, Vandana Bharti, Rishav Singh, Sanjay Kumar Singh
    IEEE Transactions on Industrial Informatics, 2021 (Impact Factor : 12.3) [PDF]
  2. MetaMed: Few-shot medical image classification using gradient-based meta-learning
    Rishav Singh, Vandana Bharti, Vishal Purohit, Abhinav Kumar, Amit Kumar Singh, Sanjay Kumar Singh
    Pattern Recognition, Elsevier, 2021 (Impact Factor: 7.1) [PDF]