Arslan Chaudhry

According to our database, Arslan Chaudhry authored at least 15 papers between 2017 and 2023.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2023

Is Forgetting Less a Good Inductive Bias for Forward Transfer?

Jiefeng Chen, Timothy Nguyen, Dilan Görür, Arslan Chaudhry

Proceedings of the Eleventh International Conference on Learning Representations, 2023

Continually learning representations at scale.

Alexandre Galashov, Jovana Mitrovic, Dhruva Tirumala, Yee Whye Teh, Timothy Nguyen, Arslan Chaudhry, Razvan Pascanu

Proceedings of the Conference on Lifelong Learning Agents, 2023

2022

NEVIS'22: A Stream of 100 Tasks Sampled from 30 Years of Computer Vision Research.

Jörg Bornschein, Alexandre Galashov, Ross Hemsley, Amal Rannen-Triki, Yutian Chen, Arslan Chaudhry, Xu Owen He, Arthur Douillard, Massimo Caccia, Qixuang Feng, Jiajun Shen, Sylvestre-Alvise Rebuffi, Kitty Stacpoole, Diego de Las Casas, Will Hawkins, Angeliki Lazaridou, Yee Whye Teh, Andrei A. Rusu, Razvan Pascanu, Marc'Aurelio Ranzato

CoRR, 2022

When does mixup promote local linearity in learned representations?

Arslan Chaudhry, Aditya Krishna Menon, Andreas Veit, Sadeep Jayasumana, Srikumar Ramalingam, Sanjiv Kumar

CoRR, 2022

Architecture Matters in Continual Learning.

Seyed-Iman Mirzadeh, Arslan Chaudhry, Dong Yin, Timothy Nguyen, Razvan Pascanu, Dilan Görür, Mehrdad Farajtabar

CoRR, 2022

Wide Neural Networks Forget Less Catastrophically.

Seyed-Iman Mirzadeh, Arslan Chaudhry, Dong Yin, Huiyi Hu, Razvan Pascanu, Dilan Görür, Mehrdad Farajtabar

Proceedings of the International Conference on Machine Learning, 2022

2021

Wide Neural Networks Forget Less Catastrophically.

Seyed-Iman Mirzadeh, Arslan Chaudhry, Huiyi Hu, Razvan Pascanu, Dilan Görür, Mehrdad Farajtabar

CoRR, 2021

Multilevel Knowledge Transfer for Cross-Domain Object Detection.

Botos Csaba, Xiaojuan Qi, Arslan Chaudhry, Puneet K. Dokania, Philip H. S. Torr

CoRR, 2021

Using Hindsight to Anchor Past Knowledge in Continual Learning.

Arslan Chaudhry, Albert Gordo, Puneet K. Dokania, Philip H. S. Torr, David Lopez-Paz

Proceedings of the Thirty-Fifth AAAI Conference on Artificial Intelligence, 2021

2020

Continual learning for efficient machine learning.

Arslan Chaudhry

PhD thesis, 2020

Continual Learning in Low-rank Orthogonal Subspaces.

Arslan Chaudhry, Naeemullah Khan, Puneet K. Dokania, Philip H. S. Torr

Proceedings of the Advances in Neural Information Processing Systems 33: Annual Conference on Neural Information Processing Systems 2020, 2020

2019

Continual Learning with Tiny Episodic Memories.

Arslan Chaudhry, Marcus Rohrbach, Mohamed Elhoseiny, Thalaiyasingam Ajanthan, Puneet Kumar Dokania, Philip H. S. Torr, Marc'Aurelio Ranzato

CoRR, 2019

Efficient Lifelong Learning with A-GEM.

Arslan Chaudhry, Marc'Aurelio Ranzato, Marcus Rohrbach, Mohamed Elhoseiny

Proceedings of the 7th International Conference on Learning Representations, 2019

2018

Riemannian Walk for Incremental Learning: Understanding Forgetting and Intransigence.

Arslan Chaudhry, Puneet Kumar Dokania, Thalaiyasingam Ajanthan, Philip H. S. Torr

Proceedings of the Computer Vision - ECCV 2018, 2018

2017

Discovering Class-Specific Pixels for Weakly-Supervised Semantic Segmentation.

Arslan Chaudhry, Puneet Kumar Dokania, Philip H. S. Torr

Proceedings of the British Machine Vision Conference 2017, 2017