Search Results for author: Vishwajeet Pattanaik

Found 3 papers, 1 papers with code

A Visual-Analytical Approach for Automatic Detection of Cyclonic Events in Satellite Observations

no code implementations25 Sep 2024 Akash Agrawal, Mayesh Mohapatra, Abhinav Raja, Paritosh Tiwari, Vishwajeet Pattanaik, Neeru Jaiswal, Arpit Agarwal, Punit Rathore

The current process for cyclone detection and intensity estimation involves physics-based simulation studies which are time-consuming, only using image features will automate the process for significantly faster and more accurate predictions.

Learning Low-Rank Latent Spaces with Simple Deterministic Autoencoder: Theoretical and Empirical Insights

1 code implementation24 Oct 2023 Alokendu Mazumder, Tirthajit Baruah, Bhartendu Kumar, Rishab Sharma, Vishwajeet Pattanaik, Punit Rathore

In LoRAE, we incorporated a low-rank regularizer to adaptively reconstruct a low-dimensional latent space while preserving the basic objective of an autoencoder.

Image Generation

DeepVAT: A Self-Supervised Technique for Cluster Assessment in Image Datasets

no code implementations29 May 2023 Alokendu Mazumder, Tirthajit Baruah, Akash Kumar Singh, Pagadla Krishna Murthy, Vishwajeet Pattanaik, Punit Rathore

Estimating the number of clusters and cluster structures in unlabeled, complex, and high-dimensional datasets (like images) is challenging for traditional clustering algorithms.

Clustering Deep Clustering

Cannot find the paper you are looking for? You can Submit a new open access paper.