Automated classification of dopaminergic neurons in the rodent brain. - Azadeh Alavi; Brenton Cavanagh; Gervase Tuxworth; Adrian Meedeniya; Alan Mackay-Sim; Michael Blumenstein (IJCNN, 2009)

Clustering on Grassmann manifolds via kernel embedding with application to action analysis. - Sareh Abolahrari Shirazi; Mehrtash Tafazzoli Harandi; Conrad Sanderson; Azadeh Alavi; Brian C. Lovell (ICIP, 2012)

Multi-shot person re-identification via relational Stein divergence. - Azadeh Alavi; Yan Yang; Mehrtash Tafazzoli Harandi; Conrad Sanderson (ICIP, 2013)

Classification of human epithelial type 2 cell images using independent component analysis. - Yan Yang; Arnold Wiliem; Azadeh Alavi; Peter Hobson (ICIP, 2013)

Relational divergence based classification on Riemannian manifolds. - Azadeh Alavi; Mehrtash Tafazzoli Harandi; Conrad Sanderson (WACV, 2013)

Random projections on manifolds of Symmetric Positive Definite matrices for image classification. - Azadeh Alavi; Arnold Wiliem; Kun Zhao 001; Brian C. Lovell; Conrad Sanderson (WACV, 2014)

Visual learning and classification of human epithelial type 2 cell images through spontaneous activity patterns. - Yan Yang; Arnold Wiliem; Azadeh Alavi; Brian C. Lovell; Peter Hobson (Pattern Recognit., 2014)

Image Analysis on Symmetric Positive Definite Manifolds - Azadeh Alavi (2014)

Unconstrained Age Estimation with Deep Convolutional Neural Networks. - Rajeev Ranjan 003; Sabrina Zhou; Jun-Cheng Chen; Amit Kumar 013; Azadeh Alavi; Vishal M. Patel; Rama Chellappa (ICCV Workshops, 2015)

A cascaded convolutional neural network for age estimation of unconstrained faces. - Jun-Cheng Chen; Amit Kumar 013; Rajeev Ranjan 003; Vishal M. Patel; Azadeh Alavi; Rama Chellappa (BTAS, 2016)

Triplet probabilistic embedding for face verification and clustering. - Swami Sankaranarayanan; Azadeh Alavi; Carlos Domingo Castillo; Rama Chellappa (BTAS, 2016)

Template regularized sparse coding for face verification. - Hongyu Xu; Jingjing Zheng; Azadeh Alavi; Rama Chellappa (ICPR, 2016)

Discriminative Log-Euclidean Feature Learning for Sparse Representation-Based Recognition of Faces from Videos. - Mohammed E. Fathy 001; Azadeh Alavi; Rama Chellappa (IJCAI, 2016)

Learning a structured dictionary for video-based face recognition. - Hongyu Xu; Jingjing Zheng; Azadeh Alavi; Rama Chellappa (WACV, 2016)

Distance Preserving Projection Space of Symmetric Positive Definite Manifolds. - Azadeh Alavi; Vishal M. Patel; Rama Chellappa (CoRR, 2016)

DCNNs on a Diet: Sampling Strategies for Reducing the Training Set Size. - Maya Kabkab; Azadeh Alavi; Rama Chellappa (CoRR, 2016)

Triplet Similarity Embedding for Face Verification. - Swami Sankaranarayanan; Azadeh Alavi; Rama Chellappa (CoRR, 2016)

Efficient clustering on Riemannian manifolds: A kernelised random projection approach. - Kun Zhao 001; Azadeh Alavi; Arnold Wiliem; Brian C. Lovell (Pattern Recognit., 2016)

KEPLER: Keypoint and Pose Estimation of Unconstrained Faces by Learning Efficient H-CNN Regressors. - Amit Kumar 013; Azadeh Alavi; Rama Chellappa (FG, 2017)

Analysis of adaptability of deep features for verifying blurred and cross-resolution images. - Prithviraj Dhar; Azadeh Alavi (ISBA, 2017)

Nonlinear Subspace Feature Enhancement for Image Set Classification. - Mohammed E. Fathy 001; Azadeh Alavi; Rama Chellappa (ACCV (4), 2018)

Cross-Domain Visual Recognition via Domain Adaptive Dictionary Learning. - Hongyu Xu; Jingjing Zheng; Azadeh Alavi; Rama Chellappa (CoRR, 2018)

KEPLER: Simultaneous estimation of keypoints and 3D pose of unconstrained faces in a unified framework by learning efficient H-CNN regressors. - Amit Kumar 013; Azadeh Alavi; Rama Chellappa (Image Vis. Comput., 2018)

Deep Subspace Analysing for Semi-supervised Multi-label Classification of Diabetic Foot Ulcer. - Azadeh Alavi; Hossein Akhoundi (DFUC@MICCAI, 2021)

Deep learning in diabetic foot ulcers detection: A comprehensive evaluation. - Moi Hoon Yap; Ryo Hachiuma; Azadeh Alavi; Raphael Brüngel; Bill Cassidy; Manu Goyal; Hongtao Zhu; Johannes Rückert; Moshe Olshansky; Xiao Huang; Hideo Saito 001; Saeed Hassanpour; et al. (Comput. Biol. Medicine, 2021)

Deep Subspace analysing for Semi-Supervised multi-label classification of Diabetic Foot Ulcer. - Azadeh Alavi (CoRR, 2021)

Hybrid Classical-Quantum method for Diabetic Foot Ulcer Classification. - Azadeh Alavi; Hossein Akhoundi (CoRR, 2021)

Expert Finding for Citizen Science. - Bjoern Komander; Jesús Cerquides; Jaume Piera; Jeffrey Chan; Azadeh Alavi (CCIA, 2023)

Self-Supervised Contrastive Learning for Medical Time Series: A Systematic Review. - Ziyu Liu; Azadeh Alavi; Minyi Li 001; Xiang Zhang 012 (Sensors, 2023)

Self-Supervised Learning for Time Series: Contrastive or Generative? - Ziyu Liu; Azadeh Alavi; Minyi Li 001; Xiang Zhang 012 (CoRR, 2024)

Leveraging SPD Matrices on Riemannian Manifolds in Quantum Classical Hybrid Models for Structural Health Monitoring. - Azadeh Alavi; Sanduni Jayasinghe (CoRR, 2024)

Guidelines for Augmentation Selection in Contrastive Learning for Time Series Classification. - Ziyu Liu; Azadeh Alavi; Minyi Li 001; Xiang Zhang 012 (CoRR, 2024)

A Critical Analysis of Deep Semi-Supervised Learning Approaches for Enhanced Medical Image Classification. - Kaushlesh Singh Shakya; Azadeh Alavi; Julie Porteous; Priti K; Amit Laddi; Manojkumar Jaiswal (Inf., 2024)

Multimodal Fusion Learning with Dual Attention for Medical Imaging. - Joy Dhar; Nayyar Zaidi; Maryam Haghighat; Sudipta Roy 002; Puneet Goyal; Azadeh Alavi; Vikas Kumar (WACV, 2025)

Dual-phase neural networks for feature extraction and ensemble learning for recognizing human health activities. - Joy Dhar; Kapil Rana; Puneet Goyal; Azadeh Alavi; Rajib Rana; Bao Quoc Vo; Sudeepta Mishra; Sajib Mistry (Appl. Soft Comput., 2025)

Analyzing Advanced AI Systems Against Definitions of Life and Consciousness. - Azadeh Alavi; Hossein Akhoundi; Fatemeh Kouchmeshki (CoRR, 2025)

A Geometric-Aware Perspective and Beyond: Hybrid Quantum-Classical Machine Learning Methods. - Azadeh Alavi; Hossein Akhoundi; Fatemeh Kouchmeshki; Mojtaba Mahmoodian; Sanduni Jayasinghe; Yongli Ren; Abdolrahman Alavi (CoRR, 2025)

A Unified Contrastive-Generative Framework for Time Series Classification. - Ziyu Liu; Azadeh Alavi; Minyi Li 001; Xiang Zhang 012 (CoRR, 2025)