Search Results for author: Vishal Purohit

Found 4 papers, 0 papers with code

A Partial Replication of MaskFormer in TensorFlow on TPUs for the TensorFlow Model Garden

no code implementations29 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.

Generative Quanta Color Imaging

no code implementations28 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.

Colorization

Counterfactual Outcome Prediction using Structured State Space Model

no code implementations16 May 2023 Vishal Purohit

In this paper, we explore the use of the state space model, a popular sequence model, for this task.

counterfactual

Ortho-ODE: Enhancing Robustness and of Neural ODEs against Adversarial Attacks

no code implementations16 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.

Irregular Time Series Time Series

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