Ananya Singhal

According to our database, Ananya Singhal authored at least 4 papers between 2023 and 2026.

Collaborative distances:

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

2026

ARMARecon: An ARMA Convolutional Filter Based Graph Neural Network for Neurodegenerative Dementias Classification.

VSS Tejaswi Abburi, Ananya Singhal, Saurabh J. Shigwan, Nitin Kumar

Proceedings of the 23rd IEEE International Symposium on Biomedical Imaging, 2026

2024

Minkowski Descent: An Algorithm for Stochastic Global Optimization.

Keshav Patel Keval, Vivek Shripad Borkar, Ananya Singhal

Proceedings of the 60th Annual Allerton Conference on Communication, 2024

2023

Deep Learning Framework using Sparse Diffusion MRI for Diagnosis of Frontotemporal Dementia.

Abhishek Tiwari, Ananya Singhal, Saurabh J. Shigwan, Rajeev Kumar Singh

Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023

Early Diagnosis of Alzheimer through Swin-Transformer-Based Deep Learning Framework using Sparse Diffusion Measures.

Abhishek Tiwari, Ananya Singhal, Saurabh J. Shigwan, Rajeev Kumar Singh

Proceedings of the Asian Conference on Machine Learning, 2023