Kriti Kumar

According to our database, Kriti Kumar authored at least 29 papers between 2014 and 2023.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2023

Graph Regularized Probabilistic Matrix Factorization for Drug-Drug Interactions Prediction.

Stuti Jain, Émilie Chouzenoux, Kriti Kumar, Angshul Majumdar

IEEE J. Biomed. Health Informatics, May, 2023

A Digital Twin Approach for Estimation of Contaminants in Lubrication Oil through Photoacoustic Sensing System.

Subhasri Chatterjee, Naibedya Pattnaik, Abhijeet Gorey, Kriti Kumar, Supriya Gain, Arijit Sinharay, Tapas Chakravarty, Arpan Pal

Proceedings of the 16th International Conference on Sensing Technology, 2023

Unsupervised Domain Adaptation via Subspace Interpolating Deep Dictionary Learning: A Case Study in Machine Inspection.

Kriti Kumar, Angshul Majumdar, Achanna Anil Kumar, M. Girish Chandra

Proceedings of the IEEE International Conference on Acoustics, 2023

Label-Consistent Convolutional Dictionary Learning for Machine Inspection.

Saurabh Sahu, Kriti Kumar, Angshul Majumdar, Achanna Anil Kumar, M. Girish Chandra

Proceedings of the 31st European Signal Processing Conference, 2023

Graph Assisted Unsupervised Domain Adaptation for Machine Fault Diagnosis.

Naibedya Pattnaik, Kriti Kumar, Achanna Anil Kumar, M. Girish Chandra

Proceedings of the 31st European Signal Processing Conference, 2023

Transform Based Subspace Interpolation for Unsupervised Domain Adaptation Applied to Machine Inspection.

Kriti Kumar, Angshul Majumdar, Achanna Anil Kumar, M. Girish Chandra

Proceedings of the 31st European Signal Processing Conference, 2023

2022

CycleGAN Based Unsupervised Domain Adaptation for Machine Fault Diagnosis.

Naibedya Pattnaik, Uday Sai Vemula, Kriti Kumar, Achanna Anil Kumar, Angshul Majumdar, M. Girish Chandra, Arpan Pal

Proceedings of the 20th ACM Conference on Embedded Networked Sensor Systems, 2022

Phaseless FMCW Multistatic Radar.

K. Aditi, Achanna Anil Kumar, Angshul Majumdar, R. Krishna Kanth, Tapas Chakravarty, Kriti Kumar, Arpan Pal

Proceedings of the 2022 IEEE Sensors, Dallas, TX, USA, October 30 - Nov. 2, 2022, 2022

DeepDive: Deep Latent Factor Model for Enhancing Diversity in Recommender Systems.

Kriti Kumar, Angshul Majumdar, M. Girish Chandra

Proceedings of the IEEE International Conference on Data Mining Workshops, 2022

Multi-modal Image Super-resolution with Joint Coupled Deep Transform Learning.

R. Krishna Kanth, Andrew Gigie, Kriti Kumar, Achanna Anil Kumar, Angshul Majumdar, Balamuralidhar P

Proceedings of the 30th European Signal Processing Conference, 2022

Phaseless Passive Synthetic Aperture Imaging with Regularized Wirtinger Flow.

K. Aditi, Achanna Anil Kumar, Angshul Majumdar, Tapas Chakravarty, Kriti Kumar

Proceedings of the 30th European Signal Processing Conference, 2022

2021

AutoFuse: A Semi-supervised Autoencoder based Multi-Sensor Fusion Framework.

Kriti Kumar, Saurabh Sahu, Angshul Majumdar, M. Girish Chandra

Proceedings of the International Joint Conference on Neural Networks, 2021

Joint Coupled Transform Learning Framework for Multimodal Image Super-Resolution.

Andrew Gigie, Achanna Anil Kumar, Angshul Majumdar, Kriti Kumar, M. Girish Chandra

Proceedings of the IEEE International Conference on Acoustics, 2021

Multi-Sensor Fusion Framework using Discriminative Autoencoders.

Arup Kumar Das, Kriti Kumar, Angshul Majumdar, Saurabh Sahu, M. Girish Chandra

Proceedings of the 29th European Signal Processing Conference, 2021

2020

Deep Transform Learning for Multi-Sensor Fusion.

Saurabh Sahu, Kriti Kumar, Angshul Majumdar, M. Girish Chandra

Proceedings of the 28th European Signal Processing Conference, 2020

Transform Learning Assisted Graph Signal Processing for Low Rate Electrical Load Disaggregation.

Kriti Kumar, M. Girish Chandra

Proceedings of the 28th European Signal Processing Conference, 2020

Cognitive Fatigue Detection from EEG Signals using Topological Signal Processing.

Arup Kumar Das, Kriti Kumar, Rahul D. Gavas, Dibyanshu Jaiswal, Debatri Chatterjee, Ramesh Kumar Ramakrishnan, M. Girish Chandra, Arpan Pal

Proceedings of the 28th European Signal Processing Conference, 2020

2019

Transform Learning Based Function Approximation for Regression and Forecasting.

Kriti Kumar, Angshul Majumdar, M. Girish Chandra, Achanna Anil Kumar

Proceedings of the Advanced Analytics and Learning on Temporal Data, 2019

Long-Term Forecasting of Heterogenous Variables with Automatic Algorithm Selection.

Naveen Kumar Thokala, Kriti Kumar, M. Girish Chandra, Karumanchi Ravikumar

Proceedings of the Advances in Computational Intelligence, 2019

Enterprise System Response Time Prediction Using Non-stationary Function Approximations.

Karumanchi Ravikumar, Kriti Kumar, Naveen Kumar Thokala, M. Girish Chandra

Proceedings of the Advances in Computational Intelligence, 2019

On Using Graph Signal Processing for Electrical Load Disaggregation.

Subbareddy Batreddy, Kriti Kumar, M. Girish Chandra

Proceedings of the 26th International Conference on High Performance Computing, 2019

Low Sampling Rate Electrical Load Disaggregation Using Dictionary Representation and Graph Signal Smoothness.

Kriti Kumar, M. Girish Chandra, Achanna Anil Kumar, Naveen Kumar Thokala

Proceedings of the Tenth ACM International Conference on Future Energy Systems, 2019

2018

Structural Health Monitoring of Multi-Rotor Micro Aerial Vehicles.

Prasant Misra, Gopi Kandaswamy, Pragyan Mohapatra, Kriti Kumar, P. Balamuralidhar

Proceedings of the 4th ACM Workshop on Micro Aerial Vehicle Networks, 2018

Tool Wear Prediction using Function Approximation Driven by Signal Processing.

Kriti Kumar, Aakanksha Bapna, M. Girish Chandra, Naveen Kumar Thokala

Proceedings of the IECON 2018, 2018

Regressing Kernel Dictionary Learning.

Kriti Kumar, Angshul Majumdar, M. Girish Chandra, Achanna Anil Kumar

Proceedings of the 2018 IEEE International Conference on Acoustics, 2018

Sampling and Reconstruction of Band-limited Graph Signals using Graph Syndromes.

Achanna Anil Kumar, N. Narendra, M. Girish Chandra, Kriti Kumar

Proceedings of the 26th European Signal Processing Conference, 2018

Graph Structured Dictionary for Regression.

Kriti Kumar, M. Girish Chandra, Aakanksha Bapna, Achanna Anil Kumar

Proceedings of the 26th European Signal Processing Conference, 2018

2014

An Improved Tracking using IMU and Vision Fusion for Mobile Augmented Reality Applications.

Kriti Kumar, Ashley Varghese, Pavan K. Reddy, N. Narendra, Prashanth Swamy, M. Girish Chandra, P. Balamuralidhar

CoRR, 2014

MobiCoStream: Real-time collaborative video upstream for Mobile Augmented Reality applications.

N. Narendra, Pavan K. Reddy, Kriti Kumar, Ashley Varghese, Prashanth Swamy, M. Girish Chandra, P. Balamuralidhar

Proceedings of the 2014 IEEE International Conference on Advanced Networks and Telecommuncations Systems, 2014