Publications by Mojtaba Faramarzi

Activity

• Master's Student: Jan 2020 - Dec 2020

Master's thesis

1. PatchUp: A Feature-Space Block-Level Regularization Technique for Convolutional Neural Networks
   by Mojtaba Faramarzi, with Sarath Chandar as supervisor.
   Université de Montréal ⸺ October 2021.
   [thesis]

Conference and Journal Papers

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, and 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, and Sarath Chandar
   AAAI Conference on Artificial Intelligence (AAAI), 2022.
   #DL
   [aaai], [arXiv], [code]

2021

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