2 citations · 3 across the 3 of their papers we have counts for
3 papers
Beyond Prediction: Reinforcement Learning as the Defining Leap in Healthcare AI
Dilruk Perera, Gousia Habib, Qianyi Xu +4
Reinforcement learning (RL) marks a fundamental shift in how artificial intelligence is applied in healthcare. Instead of merely predicting outcomes, RL actively decides interventi…
Optimizing Vision Transformers with Data-Free Knowledge Transfer
Gousia Habib, Damandeep Singh, Ishfaq Ahmad Malik +1
The groundbreaking performance of transformers in Natural Language Processing (NLP) tasks has led to their replacement of traditional Convolutional Neural Networks (CNNs), owing to…
Exploring the Efficacy of Group-Normalization in Deep Learning Models for Alzheimer's Disease Classification
Gousia Habib, Ishfaq Ahmed Malik, Jameel Ahmad +2
Batch Normalization is an important approach to advancing deep learning since it allows multiple networks to train simultaneously. A problem arises when normalizing along the batch…