fMRG Verilerinde Temel Bileşenler Analizi ve Özyinemeli Boyut Eliminasyonu Kullanarak Boyut Küçültme. - Arman Afrasiyabi; Fatos T. Yarman-Vural (SIU, 2015)

A Sparse Temporal Mesh Model for brain decoding. - Arman Afrasiyabi; Itir Onal; Fatos T. Yarman-Vural (ICCI*CC, 2016)

Effect of voxel selection on temporal mesh model for brain decoding. - Arman Afrasiyabi; Itir Onal; Fatos T. Yarman-Vural (SIU, 2016)

An energy efficient additive neural network. - Arman Afrasiyabi; Baris Nasir; Ozan Yildiz; Fatos T. Yarman-Vural; A. Enis Çetin (SIU, 2017)

Energy Saving Additive Neural Network. - Arman Afrasiyabi; Ozan Yildiz; Baris Nasir; Fatos T. Yarman-Vural; A. Enis Çetin (CoRR, 2017)

Non-Euclidean Vector Product for Neural Networks. - Arman Afrasiyabi; Diaa Badawi; Baris Nasir; Ozan Yildiz; Fatos T. Yarman-Vural; A. Enis Çetin (ICASSP, 2018)

Associative Alignment for Few-Shot Image Classification. - Arman Afrasiyabi; Jean-François Lalonde; Christian Gagné 001 (ECCV (5), 2020)

Persistent Mixture Model Networks for Few-Shot Image Classification. - Arman Afrasiyabi; Jean-François Lalonde; Christian Gagné 001 (CoRR, 2020)

Mixture-based Feature Space Learning for Few-shot Image Classification. - Arman Afrasiyabi; Jean-François Lalonde; Christian Gagné 001 (ICCV, 2021)

Matching Feature Sets for Few-Shot Image Classification. - Arman Afrasiyabi; Hugo Larochelle; Jean-François Lalonde; Christian Gagné 001 (CVPR, 2022)

DarSwin: Distortion Aware Radial Swin Transformer. - Akshaya Athwale; Arman Afrasiyabi; Justin Lagüe; Ichrak Shili; Ola Ahmad; Jean-François Lalonde (ICCV, 2023)

Domain Agnostic Image-to-image Translation using Low-Resolution Conditioning. - Mohamed Abderrahmen Abid; Arman Afrasiyabi; Ihsen Hedhli; Jean-François Lalonde; Christian Gagné 001 (CoRR, 2023)

Density-based Isometric Mapping. - Bardia Yousefi; Mélina Khansari; Ryan Trask; Patrick Tallon; Carina Carino; Arman Afrasiyabi; Vikas Kundra; Lan Ma; Lei Ren; Keyvan Farahani; Michelle Hershman (CoRR, 2024)

Looking through the mind's eye via multimodal encoder-decoder networks. - Arman Afrasiyabi; Erica L. Busch; Rahul Singh; Dhananjay Bhaskar; Laurent Caplette; Nicholas B. Turk-Browne; Smita Krishnaswamy (CoRR, 2024)

Latent Representation Learning for Multimodal Brain Activity Translation. - Arman Afrasiyabi; Dhananjay Bhaskar; Erica L. Busch; Laurent Caplette; Rahul Singh; Guillaume Lajoie; Nicholas B. Turk-Browne; Smita Krishnaswamy (ICASSP, 2025)

Measuring Subtle HD Data Representation and Multimodal Imaging Phenotype Embedding for Precision Medicine. - Bardia Yousefi; Mélina Khansari; Ryan Trask; Patrick Tallon; Carina Carino; Arman Afrasiyabi; Vikas Kundra; Lan Ma; Lei Ren 002; Keyvan Farahani; Michelle Hershman (IEEE Trans. Instrum. Meas., 2025)