Amina Asif

31 papers B 1Misc 1Journal 26Unranked 3
YearRankTypeTitle / Venue / Authors
2025 J jnl
Change-centric building damage assessment across multiple disasters using deep learning.
Int. J. Data Sci. Anal.
Amina Asif, Hamza Rafique, Khurram Jadoon, Muhammad Zakwan, Muhammad Habib Mahmood
2025 J jnl
Towards face anti-spoofing.
J. Exp. Theor. Artif. Intell.
Muhammad Ibrahim Syed, Amina Asif, Mohsin Shahzad, Uzair Khan, Sumair Khan, Zahid Mahmood
2024 — conf
Knowledge Distillation for Enabling Efficient AI-Based Skin Cancer Detection in Resource-Constrained Environments.
MICAD
Preya Thaker, Amina Asif
2023 J jnl
An aggregation of aggregation methods in computational pathology.
Medical Image Anal.
Mohsin Bilal, Robert Jewsbury, Ruoyu Wang, Hammam M. AlGhamdi, Amina Asif, Mark Eastwood, Nasir M. Rajpoot
2022 J jnl
An Aggregation of Aggregation Methods in Computational Pathology.
CoRR
Mohsin Bilal, Robert Jewsbury, Ruoyu Wang, Hammam M. AlGhamdi, Amina Asif, Mark Eastwood, Nasir M. Rajpoot
2022 J jnl
REET: Robustness Evaluation and Enhancement Toolbox for Computational Pathology.
CoRR
Alex Foote, Amina Asif, Nasir M. Rajpoot, Fayyaz A. Minhas
2022 J jnl
REET: robustness evaluation and enhancement toolbox for computational pathology.
Bioinform.
Alex Foote, Amina Asif, Nasir M. Rajpoot, Fayyaz A. Minhas
2022 J jnl
Rank the triplets: A ranking-based multiple instance learning framework for detecting HPV infection in head and neck cancers using routine H&E images.
CoRR
Ruoyu Wang, Syed Ali Khurram, Amina Asif, Lawrence Young, Nasir M. Rajpoot
2021 — conf
A Generalized Meta-loss Function for Distillation Based Learning Using Privileged Information for Classification and Regression.
ICANN (3)
Amina Asif, Muhammad Dawood, Fayyaz ul Amir Afsar Minhas
2021 J jnl
AcrDB: a database of anti-CRISPR operons in prokaryotes and viruses.
Nucleic Acids Res.
Le Huang, Bowen Yang, Haidong Yi, Amina Asif, Jiawei Wang, Trevor Lithgow, Han Zhang, Fayyaz ul Amir Afsar Minhas, Yanbin Yin
2021 J jnl
MILAMP: Multiple Instance Prediction of Amyloid Proteins.
IEEE ACM Trans. Comput. Biol. Bioinform.
Farzeen Munir, Sadaf Gull, Amina Asif, Fayyaz ul Amir Afsar Minhas
2021 J jnl
Now You See It, Now You Dont: Adversarial Vulnerabilities in Computational Pathology.
CoRR
Alex Foote, Amina Asif, Ayesha Azam, Tim Marshall-Cox, Nasir M. Rajpoot, Fayyaz A. Minhas
2021 J jnl
Towards Launching AI Algorithms for Cellular Pathology into Clinical & Pharmaceutical Orbits.
CoRR
Amina Asif, Kashif Rajpoot, David R. J. Snead, Fayyaz A. Minhas, Nasir M. Rajpoot
2020 — conf
Cross-Domain Knowledge Transfer for Prediction of Chemosensitivity in Ovarian Cancer Patients.
CVPR Workshops
Asfand Yaar, Amina Asif, Shan E Ahmed Raza, Nasir M. Rajpoot, Fayyaz A. Minhas
2020 J jnl
Deep-PHURIE: deep learning based hurricane intensity estimation from infrared satellite imagery.
Neural Comput. Appl.
Muhammad Dawood, Amina Asif, Fayyaz ul Amir Afsar Minhas
2020 B conf
Generalized Neural Framework for Learning with Rejection.
IJCNN
Amina Asif, Fayyaz ul Amir Afsar Minhas
2020 J jnl
PHURIE: hurricane intensity estimation from infrared satellite imagery using machine learning.
Neural Comput. Appl.
Amina Asif, Muhammad Dawood, Bismillah Jan, Javaid Khurshid, Mark DeMaria, Fayyaz ul Amir Afsar Minhas
2019 J jnl
An embarrassingly simple approach to neural multiple instance classification.
CoRR
Amina Asif, Fayyaz ul Amir Afsar Minhas
2019 J jnl
An embarrassingly simple approach to neural multiple instance classification.
Pattern Recognit. Lett.
Amina Asif, Fayyaz ul Amir Afsar Minhas
2019 J jnl
Generalized Learning with Rejection for Classification and Regression Problems.
CoRR
Amina Asif, Fayyaz ul Amir Afsar Minhas
2019 J jnl
Learning Neural Activations.
CoRR
Fayyaz ul Amir Afsar Minhas, Amina Asif
2019 J jnl
Ten ways to fool the masses with machine learning.
CoRR
Fayyaz ul Amir Afsar Minhas, Amina Asif, Asa Ben-Hur
2018 J jnl
A generalized meta-loss function for distillation and learning using privileged information for classification and regression.
CoRR
Amina Asif, Muhammad Dawood, Fayyaz ul Amir Afsar Minhas
2018 J jnl
Correlation Filters for Detection of Cellular Nuclei in Histopathology Images.
J. Medical Syst.
Asif Ahmad, Amina Asif, Nasir M. Rajpoot, Muhammad Arif, Fayyaz ul Amir Afsar Minhas
2018 J jnl
Learning protein binding affinity using privileged information.
BMC Bioinform.
Wajid Arshad Abbasi, Amina Asif, Asa Ben-Hur, Fayyaz ul Amir Afsar Minhas
2018 J jnl
Machine Learning with Abstention for Automated Liver Disease Diagnosis.
CoRR
Kanza Hamid, Amina Asif, Wajid Arshad Abbasi, Durre Sabih, Fayyaz ul Amir Afsar Minhas
2018 J jnl
Training host-pathogen protein-protein interaction predictors.
J. Bioinform. Comput. Biol.
Abdul Hannan Basit, Wajid Arshad Abbasi, Amina Asif, Sadaf Gull, Fayyaz ul Amir Afsar Minhas
2017 Misc conf
Machine Learning with Abstention for Automated Liver Disease Diagnosis.
FIT
Kanza Hamid, Amina Asif, Wajid Arshad Abbasi, Durre Sabih, Fayyaz ul Amir Afsar Minhas
2017 J jnl
Training large margin host-pathogen protein-protein interaction predictors.
CoRR
Abdul Hannan Basit, Wajid Arshad Abbasi, Amina Asif, Fayyaz ul Amir Afsar Minhas
2017 J jnl
pyLEMMINGS: Large Margin Multiple Instance Classification and Ranking for Bioinformatics Applications.
CoRR
Amina Asif, Wajid Arshad Abbasi, Farzeen Munir, Asa Ben-Hur, Fayyaz ul Amir Afsar Minhas
2016 J jnl
CAFÉ-Map: Context Aware Feature Mapping for mining high dimensional biomedical data.
Comput. Biol. Medicine
Fayyaz ul Amir Afsar Minhas, Amina Asif, Muhammad Arif