Gousia Habib

According to our database, Gousia Habib authored at least 12 papers between 2022 and 2025.

Collaborative distances:

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

2025

MedDreamer: Model-Based Reinforcement Learning with Latent Imagination on Complex EHRs for Clinical Decision Support.

Qianyi Xu, Gousia Habib, Dilruk Perera, Mengling Feng

CoRR, May, 2025

Compressed lightweight deep learning models for resource-constrained Internet of things devices in the healthcare sector.

Gousia Habib, Shaima Qureshi

Expert Syst. J. Knowl. Eng., January, 2025

Harnessing the Power of Attention for Patch-Based Biomedical Image Classification.

Gousia Habib, Ishfaq Ahmad Malik, Shaima Qureshi, In-Ho Ra, Saurabh Singh, Surbhi Sharma

IEEE Access, 2025

2024

Optimizing Vision Transformers with Data-Free Knowledge Transfer.

Gousia Habib, Damandeep Singh, Ishfaq Ahmad Malik, Brejesh Lall

CoRR, 2024

Harnessing The Power of Attention For Patch-Based Biomedical Image Classification.

Gousia Habib, Shaima Qureshi, Malik Ishfaq

CoRR, 2024

Exploring the Efficacy of Group-Normalization in Deep Learning Models for Alzheimer's Disease Classification.

Gousia Habib, Ishfaq Ahmed Malik, Jameel Ahmad, Imtiaz Ahmed, Shaima Qureshi

CoRR, 2024

A Comprehensive Review of Knowledge Distillation in Computer Vision.

Sheikh Musa Kaleem, Tufail Rouf, Gousia Habib, Tausifa Jan Saleem, Brejesh Lall

CoRR, 2024

2023

Distilling Inductive Bias: Knowledge Distillation Beyond Model Compression.

Gousia Habib, Tausifa Jan Saleem, Brejesh Lall

CoRR, 2023

Knowledge Distillation in Vision Transformers: A Critical Review.

Gousia Habib, Tausifa Jan Saleem, Brejesh Lall

CoRR, 2023

2022

Optimization and acceleration of convolutional neural networks: A survey.

Gousia Habib, Shaima Qureshi

J. King Saud Univ. Comput. Inf. Sci., 2022

GAPCNN with HyPar: Global Average Pooling convolutional neural network with novel NNLU activation function and HYBRID parallelism.

Gousia Habib, Shaima Qureshi

Frontiers Comput. Neurosci., 2022

Blockchain Technology: Benefits, Challenges, Applications, and Integration of Blockchain Technology with Cloud Computing.

Gousia Habib, Sparsh Sharma, Sara Ibrahim, Imtiaz Ahmed, Shaima Qureshi, Malik Ishfaq

Future Internet, 2022