Arslan Chaudhry

7 papers · 2018–2023 · 6 venues · across top CS/AI venues

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Achievements

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🗺️ Taxonomy Completionist (10) 🌉 Interdisciplinary Bridge · Bronze 🏃 Academic Marathon · Sprint 🐣 Hot Topic Early Bird 🌍 Conference Polyglot · Silver

🏆 Grand Slam 👥 Mega-Team · Squad 🚀 Conference Pioneer ❓ The Questioner 🔥 Unstoppable · Bronze

Venues

ICLR (2) AAAI (1) ECCV (1) ICML (1) JMLR (1) NeurIPS (1)

Top co-authors

Dilan Gorur (2) Marc’Aurelio Ranzato (2) Razvan Pascanu (2) Puneet Dokania (2) Philip Torr (2) Jiajun Shen (1) Will Hawkins (1) Mohamed Elhoseiny (1) Huiyi Hu (1) Angeliki Lazaridou (1)

Research topics

Machine Learning (5) Learning Types · Machine Learning (5) Deep Learning (4) Learning Types · Deep Learning (3) Optimization & Theory (3) Artificial Intelligence (1) Computer Vision (1) Analysis (1) Architectures (1) Core Methods (1) Learning Paradigms (1)

Keywords

continual learning (6) catastrophic forgetting (4) experience replay (2) sample complexity (1) episodic memory (1) visual classification (1) distribution shift (1) sequential learning (1) lifelong learning (1) bilevel optimization (1) inductive bia (1) learning dynamics (1) task adaptation (1) task interference (1) anchor point (1) stiefel manifold (1) network width (1) orthogonal subspace (1) gradient orthogonality (1) regularization-based method (1)

Papers

Is Forgetting Less a Good Inductive Bias for Forward Transfer? ICLR 2023 Nevis'22: A Stream of 100 Tasks Sampled from 30 Years of Computer Vision Research JMLR 2023 Wide Neural Networks Forget Less Catastrophically ICML 2022 Using Hindsight to Anchor Past Knowledge in Continual Learning AAAI 2021 Continual Learning in Low-rank Orthogonal Subspaces NeurIPS 2020 Efficient Lifelong Learning with A-GEM ICLR 2019 Riemannian Walk for Incremental Learning: Understanding Forgetting and Intransigence ECCV 2018