1 citations · 1 across the 3 of their papers we have counts for
4 papers
I-Med: Interpretable Medical Inference through Visual-Guided Dynamic Logits Calibration
Md Sajid, Shreeyut Maheshwari, Akshat Mishra +2
Medical vision language models have demonstrated strong potential for medical image understanding and reasoning. However, their interpretability and reliability remain limited beca…
CI-RKM: A Class-Informed Approach to Robust Restricted Kernel Machines
Ritik Mishra, Mushir Akhtar, M. Tanveer
Restricted kernel machines (RKMs) represent a versatile and powerful framework within the kernel machine family, leveraging conjugate feature duality to address a wide range of mac…
Advancing RVFL networks: Robust classification with the HawkEye loss function
Mushir Akhtar, Ritik Mishra, M. Tanveer +1
Random vector functional link (RVFL), a variant of single-layer feedforward neural network (SLFN), has garnered significant attention due to its lower computational cost and robust…
Projection based fuzzy least squares twin support vector machine for class imbalance problems
M. Tanveer, Ritik Mishra, Bharat Richhariya
Class imbalance is a major problem in many real world classification tasks. Due to the imbalance in the number of samples, the support vector machine (SVM) classifier gets biased t…