The Relevance Sample-Feature Machine: A Sparse Bayesian Learning Approach to Joint Feature-Sample Selection. - Yalda Mohsenzadeh; Hamid Sheikhzadeh; Ali M. Reza; Najmehsadat Bathaee; Mahdi M. Kalayeh (IEEE Trans. Cybern., 2013)

Recognition of Complex Events: Exploiting Temporal Dynamics between Underlying Concepts. - Subhabrata Bhattacharya; Mahdi M. Kalayeh; Rahul Sukthankar; Mubarak Shah (CVPR, 2014)

NMF-KNN: Image Annotation Using Weighted Multi-view Non-negative Matrix Factorization. - Mahdi M. Kalayeh; Haroon Idrees; Mubarak Shah (CVPR, 2014)

UCF-CRCV at TRECVID 2014: Semantic Indexing. - Afshin Dehghan; Mahdi M. Kalayeh; Yang Zhang 035; Haroon Idrees; Yicong Tian; Amir Mazaheri; Mubarak Shah; Jingen Liu; Hui Cheng (TRECVID, 2014)

Numerical Surrogates for Human Observers in Myocardial Motion Evaluation From SPECT Images. - Thibault Marin; Mahdi M. Kalayeh; Felipe M. Parages; Jovan G. Brankov (IEEE Trans. Medical Imaging, 2014)

How to Take a Good Selfie? - Mahdi M. Kalayeh; Misrak Seifu; Wesna LaLanne; Mubarak Shah (ACM Multimedia, 2015)

UCF-CRCV at TRECVID 2015: Semantic Indexing. - Amir Mazaheri; Mahdi M. Kalayeh; Haroon Idrees; Mubarak Shah (TRECVID, 2015)

Understanding Trajectory Behavior: A Motion Pattern Approach. - Mahdi M. Kalayeh; Stephen Mussmann; Alla Petrakova; Niels da Vitoria Lobo; Mubarak Shah (CoRR, 2015)

Improving Facial Attribute Prediction Using Semantic Segmentation. - Mahdi M. Kalayeh; Boqing Gong; Mubarak Shah (CVPR, 2017)

Human Semantic Parsing for Person Re-Identification. - Mahdi M. Kalayeh; Emrah Basaran; Muhittin Gökmen; Mustafa E. Kamasak; Mubarak Shah (CVPR, 2018)

Training Faster by Separating Modes of Variation in Batch-Normalized Models. - Mahdi M. Kalayeh; Mubarak Shah (IEEE Trans. Pattern Anal. Mach. Intell., 2020)

Watching Too Much Television is Good: Self-Supervised Audio-Visual Representation Learning from Movies and TV Shows. - Mahdi M. Kalayeh; Nagendra Kamath; Lingyi Liu; Ashok Chandrashekar (CoRR, 2021)

On Symbiosis of Attribute Prediction and Semantic Segmentation. - Mahdi M. Kalayeh; Mubarak Shah (IEEE Trans. Pattern Anal. Mach. Intell., 2021)

On Negative Sampling for Audio-Visual Contrastive Learning from Movies. - Mahdi M. Kalayeh; Shervin Ardeshir; Lingyi Liu; Nagendra Kamath; Ashok Chandrashekar (CoRR, 2022)

Looking Similar, Sounding Different: Leveraging Counterfactual Cross-Modal Pairs for Audiovisual Representation Learning. - Nikhil Singh 003; Chih-Wei Wu; Iroro Orife; Mahdi M. Kalayeh (CVPR, 2024)

Seeing Sound: Assembling Sounds from Visuals for Audio-to-Image Generation. - Darius Petermann; Mahdi M. Kalayeh (CoRR, 2025)