Yalda Mohsenzadeh

Publication Activity (10 Years)

Years Active: 2009-2024
Publications (10 Years): 29

Top Topics

Face Recognition

Feature Selection And Classification

Sparse Bayesian Learning

Top Venues

PLoS Comput. Biol.

Publications

Saba Charmi Motlagh, Marc F. Joanisse, Boyu Wang, Yalda Mohsenzadeh
Unveiling the neural dynamics of conscious perception in rapid object recognition. NeuroImage 296 (2024)
Sepehr Asgarian, Ze Wang, Feng Wan, Chi Man Wong, Feng Liu, Yalda Mohsenzadeh, Boyu Wang, Charles X. Ling
Multiview Contrastive Learning for Unsupervised Domain Adaptation in Brain-Computer Interfaces. IEEE Trans. Instrum. Meas. 73 (2024)
Shih-Han Chou, Matthew Kowal, Yasmin Niknam, Diana Moyano, Shayaan Mehdi, Richard Pito, Cheng Zhang, Ian Knopke, Sedef Akinli Kocak, Leonid Sigal, Yalda Mohsenzadeh
Multi-modal News Understanding with Professionally Labelled Videos (ReutersViLNews). CoRR (2024)
Rouzbeh Meshkinnejad, Jie Mei, Daniel J. Lizotte, Yalda Mohsenzadeh
Look-Ahead Selective Plasticity for Continual Learning of Visual Tasks. CoRR (2023)
Vahid Reza Khazaie, Anthony Wong, John Taylor Jewell, Yalda Mohsenzadeh
Anomaly Detection with Adversarially Learned Perturbations of Latent Space. CoRR (2022)
Vahid Reza Khazaie, Anthony Wong, Yalda Mohsenzadeh
Augment to Detect Anomalies with Continuous Labelling. CoRR (2022)
John Taylor Jewell, Vahid Reza Khazaie, Yalda Mohsenzadeh
One-Class Learned Encoder-Decoder Network with Adversarial Context Masking for Novelty Detection. WACV (2022)
Mohammad Younesi, Yalda Mohsenzadeh
Controlling Memorability of Face Images. CoRR (2022)
Vahid Reza Khazaie, Anthony Wong, John Taylor Jewell, Yalda Mohsenzadeh
Anomaly Detection with Adversarially Learned Perturbations of Latent Space. CRV (2022)
Vahid Reza Khazaie, Nicky Bayat, Yalda Mohsenzadeh
Multi-Scale Identity-Preserving Image-to-Image Translation Network for Low-Resolution Face Recognition. AI (2022)
Haider Al-Tahan, Yalda Mohsenzadeh
Reconstructing feedback representations in the ventral visual pathway with a generative adversarial autoencoder. PLoS Comput. Biol. 17 (3) (2021)
Nicky Bayat, Vahid Reza Khazaie, Yalda Mohsenzadeh
Fast Inverse Mapping of Face GANs. ICASSP (2021)
Haider Al-Tahan, Yalda Mohsenzadeh
CLAR: Contrastive Learning of Auditory Representations. AISTATS (2021)
John Taylor Jewell, Vahid Reza Khazaie, Yalda Mohsenzadeh
OLED: One-Class Learned Encoder-Decoder Network with Adversarial Context Masking for Novelty Detection. CoRR (2021)
Haider Al-Tahan, Yalda Mohsenzadeh
The Impact of Spatiotemporal Augmentations on Self-Supervised Audiovisual Representation Learning. CoRR (2021)
Nicky Bayat, Vahid Reza Khazaie, Andrew Keyes, Yalda Mohsenzadeh
Latent Vector Recovery of Audio GANs with Application in Deepfake Audio Detection. Canadian Conference on AI (2021)
Vahid Reza Khazaie, Nicky Bayat, Yalda Mohsenzadeh
IPU-Net: Multi Scale Identity-Preserved U-Net for Low Resolution Face Recognition. CoRR (2020)
Erfan Zangeneh, Mohammad Rahmati, Yalda Mohsenzadeh
Low resolution face recognition using a two-branch deep convolutional neural network architecture. Expert Syst. Appl. 139 (2020)
Haider Al-Tahan, Yalda Mohsenzadeh
CLAR: Contrastive Learning of Auditory Representations. CoRR (2020)
Elaheh Hatamimajoumerd, Alireza Talebpour, Yalda Mohsenzadeh
Enhancing multivariate pattern analysis for magnetoencephalography through relevant sensor selection. Int. J. Imaging Syst. Technol. 30 (2) (2020)
Andrew Keyes, Nicky Bayat, Vahid Reza Khazaie, Yalda Mohsenzadeh
Latent Vector Recovery of Audio GANs. CoRR (2020)
Nicky Bayat, Vahid Reza Khazaie, Yalda Mohsenzadeh
Inverse mapping of face GANs. CoRR (2020)
Karim Rajaei, Yalda Mohsenzadeh, Reza Ebrahimpour, Seyed-Mahdi Khaligh-Razavi
Beyond core object recognition: Recurrent processes account for object recognition under occlusion. PLoS Comput. Biol. 15 (5) (2019)
Radoslaw Martin Cichy, Gemma Roig, Alex Andonian, Kshitij Dwivedi, Benjamin Lahner, Alex Lascelles, Yalda Mohsenzadeh, Kandan Ramakrishnan, Aude Oliva
The Algonauts Project: A Platform for Communication between the Sciences of Biological and Artificial Intelligence. CoRR (2019)
Dimitrios Pantazis, Mingtong Fang, Sheng Qin, Yalda Mohsenzadeh, Quanzheng Li, Radoslaw Martin Cichy
Decoding the orientation of contrast edges from MEG evoked and induced responses. NeuroImage 180 (Part) (2018)
Erfan Zangeneh, Mohammad Rahmati, Yalda Mohsenzadeh
Low Resolution Face Recognition Using a Two-Branch Deep Convolutional Neural Network Architecture. CoRR (2017)
Ali Mirzaei, Yalda Mohsenzadeh, Hamid Sheikhzadeh
Variational Relevant Sample-Feature Machine: A fully Bayesian approach for embedded feature selection. Neurocomputing 241 (2017)
Yalda Mohsenzadeh, Hamid Sheikhzadeh, Sobhan Nazari
Incremental relevance sample-feature machine: A fast marginal likelihood maximization approach for joint feature selection and classification. Pattern Recognit. 60 (2016)
Yalda Mohsenzadeh, Hamid Sheikhzadeh
Gaussian Kernel Width Optimization for Sparse Bayesian Learning. IEEE Trans. Neural Networks Learn. Syst. 26 (4) (2015)
Yalda Mohsenzadeh, Hamid Sheikhzadeh, Ali M. Reza, Najmehsadat Bathaee, Mahdi M. Kalayeh
The Relevance Sample-Feature Machine: A Sparse Bayesian Learning Approach to Joint Feature-Sample Selection. IEEE Trans. Cybern. 43 (6) (2013)
Milad Sefidgaran, Bahareh Akhbari, Yalda Mohsenzadeh, Mohammad Reza Aref
Reliable source transmission over relay networks with Side Information. ISIT (2009)