Sunny Gupta

According to our database, Sunny Gupta authored at least 11 papers between 2014 and 2025.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of three.

2025

FEDTAIL: Federated Long-Tailed Domain Generalization with Sharpness-Guided Gradient Matching.

Sunny Gupta, Nikita Jangid, Shounak Das, Amit Sethi

CoRR, June, 2025

UniVarFL: Uniformity and Variance Regularized Federated Learning for Heterogeneous Data.

Sunny Gupta, Nikita Jangid, Amit Sethi

CoRR, June, 2025

FedAlign: Federated Domain Generalization with Cross-Client Feature Alignment.

Sunny Gupta, Vinay Sutar, Varunav Singh, Amit Sethi

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops, 2025

2024

Sequential Compression Layers for Efficient Federated Learning in Foundational Models.

Navyansh Mahla, Sunny Gupta, Amit Sethi

CoRR, 2024

Taming the Tail: Leveraging Asymmetric Loss and Pade Approximation to Overcome Medical Image Long-Tailed Class Imbalance.

Pankhi Kashyap, Pavni Tandon, Sunny Gupta, Abhishek Tiwari, Ritwik Kulkarni, Kshitij Sharad Jadhav

CoRR, 2024

FedStein: Enhancing Multi-Domain Federated Learning Through James-Stein Estimator.

Sunny Gupta, Nikita Jangid, Amit Sethi

CoRR, 2024

Taming the Tail: Leveraging Asymmetric Loss and Padé Approximation to Overcome Long-Tailed Class Imbalance.

Pankhi Kashyap, Pavni Tandon, Sunny Gupta, Abhishek Tiwari, Ritwik Kulkarni, Kshitij Sharad Jadhav

Proceedings of the 35th British Machine Vision Conference, 2024

FLeNS: Federated Learning with Enhanced Nesterov-Newton Sketch.

Sunny Gupta, Mohit Jindal, Pankhi Kashyap, Pranav Jeevan, Amit Sethi

Proceedings of the IEEE International Conference on Big Data, 2024

2023

Successes and challenges of artificial intelligence in cardiology.

Bert Vandenberk, Derek S. Chew, Dinesh Prasana, Sunny Gupta, Derek V. Exner

Frontiers Digit. Health, March, 2023

2014

Big Data: Overview.

Richa Gupta, Sunny Gupta, Anuradha Singhal

CoRR, 2014

Importance and Techniques of Information Hiding : A Review.

Richa Gupta, Sunny Gupta, Anuradha Singhal

CoRR, 2014