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Arslan Chaudhry
Arslan Chaudhry
DeepMind
Email confirmado em deepmind.com - Página inicial
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Efficient Lifelong Learning with A-GEM
A Chaudhry, MA Ranzato, M Rohrbach, M Elhoseiny
ICLR (2019), 2019
15652019
Riemannian Walk for Incremental Learning: Understanding Forgetting and Intransigence
A Chaudhry, PK Dokania, T Ajanthan, PHS Torr
ECCV (2018), 2018
12922018
On Tiny Episodic Memories in Continual Learning
A Chaudhry, M Rohrbach, M Elhoseiny, T Ajanthan, PK Dokania, ...
ICML, MTLRL Workshop (2019), 2019
951*2019
Using hindsight to anchor past knowledge in continual learning
A Chaudhry, A Gordo, PK Dokania, P Torr, D Lopez-Paz
AAAI (2021), 2020
2412020
Discovering Class-Specific Pixels for Weakly-Supervised Semantic Segmentation
A Chaudhry, PK Dokania, PHS Torr
BMVC (2017), 2017
1672017
Continual Learning in Low-rank Orthogonal Subspaces
A Chaudhry, N Khan, PK Dokania, PHS Torr
NeurIPS (2020), 2020
1252020
Architecture matters in continual learning
SI Mirzadeh, A Chaudhry, D Yin, T Nguyen, R Pascanu, D Gorur, ...
arXiv preprint arXiv:2202.00275, 2022
692022
Wide Neural Networks Forget Less Catastrophically
SI Mirzadeh, A Chaudhry, H Hu, R Pascanu, D Gorur, M Farajtabar
ICML (2022), 2021
652021
Towards responsible development of generative AI for education: An evaluation-driven approach
I Jurenka, M Kunesch, KR McKee, D Gillick, S Zhu, S Wiltberger, SM Phal, ...
arXiv preprint arXiv:2407.12687, 2024
152024
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, ...
arXiv preprint arXiv:2211.11747, 2022
142022
Is forgetting less a good inductive bias for forward transfer?
J Chen, T Nguyen, D Gorur, A Chaudhry
ICLR (2023), 2023
132023
Multilevel knowledge transfer for cross-domain object detection
B Csaba, X Qi, A Chaudhry, P Dokania, P Torr
arXiv preprint arXiv:2108.00977, 2021
102021
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
52023
Finetuning language models to emit linguistic expressions of uncertainty
A Chaudhry, S Thiagarajan, D Gorur
arXiv preprint arXiv:2409.12180, 2024
22024
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
22023
Continual learning for efficient machine learning
A Chaudhry
University of Oxford, 2020
12020
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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Artigos 1–18