2 papers
cs.LG2026
Interpretable Classification of Time Series Using Euler Characteristic Surfaces
Salam Rabindrajit Luwang, Sushovan Majhi, Vishal Mandal +3
Persistent homology (PH) -- the conventional method in topological data analysis -- is computationally expensive, requires further vectorization of its signatures before machine le…
eess.IV2025
In-Context Learning for Label-Efficient Cancer Image Classification in Oncology
Mobina Shrestha, Bishwas Mandal, Vishal Mandal +1
The application of AI in oncology has been limited by its reliance on large, annotated datasets and the need for retraining models for domain-specific diagnostic tasks. Taking heed…