Publications d'Mojtaba Faramarzi

Activité

• Étudiant à la maitrise: jan. 2020 - déc. 2020

Thèse de maitrise

1. PatchUp: A Feature-Space Block-Level Regularization Technique for Convolutional Neural Networks
   par Mojtaba Faramarzi, avec Sarath Chandar comme superviseur.
   Université de Montréal , octobre 2021.
   [thesis]

Articles de conférence et de revue

2024

3. On the Costs and Benefits of Adopting Lifelong Learning for Software Analytics - Empirical Study on Brown Build and Risk Prediction
   Doriane Olewicki, Sarra Habchi, Mathieu Nayrolles, Mojtaba Faramarzi, Sarath Chandar et Bram Adams
   International Conference on Software Engineering (ICSE) - Software Engineering in Practice Track, 2024. [ICSE24 SEIP Distinguished Paper Award.]
   #DL
   [arXiv]

2022

2. PatchUp: A Feature-Space Block-Level Regularization Technique for Convolutional Neural Networks
   Mojtaba Faramarzi, Mohammad Amini, Akilesh Badrinaaraayanan, Vikas Verma et Sarath Chandar
   AAAI Conference on Artificial Intelligence (AAAI), 2022.
   #DL
   [arXiv], [code]

2021

1. IIRC: Incremental Implicitly-Refined Classification
   Mohamed Abdelsalam, Mojtaba Faramarzi, Shagun Sodhani et Sarath Chandar
   Conference on Computer Vision and Pattern Recognition (CVPR), 2021.
   #DL
   [arXiv], [code], [website], [PyPI], [docs]