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Arslan Chaudhry
Arslan Chaudhry
DeepMind
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Efficient Lifelong Learning with A-GEM
A Chaudhry, MA Ranzato, M Rohrbach, M Elhoseiny
ICLR (2019), 2019
10982019
Riemannian Walk for Incremental Learning: Understanding Forgetting and Intransigence
A Chaudhry, PK Dokania, T Ajanthan, PHS Torr
ECCV (2018), 2018
9002018
On Tiny Episodic Memories in Continual Learning
A Chaudhry, M Rohrbach, M Elhoseiny, T Ajanthan, PK Dokania, ...
ICML, MTLRL Workshop (2019), 2019
618*2019
Using hindsight to anchor past knowledge in continual learning
A Chaudhry, A Gordo, PK Dokania, P Torr, D Lopez-Paz
AAAI (2021), 2020
1712020
Discovering Class-Specific Pixels for Weakly-Supervised Semantic Segmentation
A Chaudhry, PK Dokania, PHS Torr
BMVC (2017), 2017
1532017
Continual Learning in Low-rank Orthogonal Subspaces
A Chaudhry, N Khan, PK Dokania, PHS Torr
NeurIPS (2020), 2020
782020
Architecture matters in continual learning
SI Mirzadeh, A Chaudhry, D Yin, T Nguyen, R Pascanu, D Gorur, ...
arXiv preprint arXiv:2202.00275, 2022
372022
Wide Neural Networks Forget Less Catastrophically
SI Mirzadeh, A Chaudhry, H Hu, R Pascanu, D Gorur, M Farajtabar
ICML (2022), 2021
332021
Multilevel knowledge transfer for cross-domain object detection
B Csaba, X Qi, A Chaudhry, P Dokania, P Torr
arXiv preprint arXiv:2108.00977, 2021
82021
Nevis’ 22: A stream of 100 tasks sampled from 30 years of computer vision research
J Bornschein, A Galashov, R Hemsley, A Rannen-Triki, Y Chen, ...
Journal of Machine Learning Research 24 (308), 1-77, 2023
72023
Is forgetting less a good inductive bias for forward transfer?
J Chen, T Nguyen, D Gorur, A Chaudhry
ICLR (2023), 2023
32023
Continual learning for efficient machine learning
A Chaudhry
University of Oxford, 2020
22020
Continually learning representations at scale
A Galashov, J Mitrovic, D Tirumala, YW Teh, T Nguyen, A Chaudhry, ...
Conference on Lifelong Learning Agents, 534-547, 2023
2023
When does mixup promote local linearity in learned representations?
A Chaudhry, AK Menon, A Veit, S Jayasumana, S Ramalingam, S Kumar
NeurIPS, INTERPOLATE Workshop (2022), 2022
2022
Riemannian Walk for Incremental Learning: Understanding Forgetting and Intransigence (Supplementary Material)
A Chaudhry, PK Dokania, T Ajanthan, PHS Torr
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Artikelen 1–15