1 code implementation • 29 Apr 2024 • Vishal Purohit, Wenxin Jiang, Akshath R. Ravikiran, James C. Davis
Our implementation exploits the modular constructs available within the TensorFlow Model Garden (TFMG), encompassing elements such as the data loader, training orchestrator, and various architectural components, tailored and adapted to meet the specifications of the MaskFormer model.
no code implementations • 28 Mar 2024 • Vishal Purohit, Junjie Luo, Yiheng Chi, Qi Guo, Stanley H. Chan, Qiang Qiu
In this paper, we explore the possibility of generating a color image from a single binary frame of a single-photon camera.
no code implementations • 16 May 2023 • Vishal Purohit
In this paper, we explore the use of the state space model, a popular sequence model, for this task.
no code implementations • 16 May 2023 • Vishal Purohit
Neural Ordinary Differential Equations (NODEs) probed the usage of numerical solvers to solve the differential equation characterized by a Neural Network (NN), therefore initiating a new paradigm of deep learning models with infinite depth.