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On Tiny Episodic Memories in Continual Learning

27 February 2019

Arslan Chaudhry

Marcus Rohrbach

Mohamed Elhoseiny

Thalaiyasingam Ajanthan

Papers citing "On Tiny Episodic Memories in Continual Learning"

20 / 270 papers shown

Title
Drinking from a Firehose: Continual Learning with Web-scale Natural LanguageIEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2020 Hexiang Hu Ozan Sener Fei Sha V. Koltun CLL 165 28 0 18 Jul 2020
Batch-level Experience Replay with Review for Continual Learning Zheda Mai Hyunwoo J. Kim Jihwan Jeong Scott Sanner VLM CLL 109 18 0 11 Jul 2020
Graph-Based Continual LearningInternational Conference on Learning Representations (ICLR), 2020 Binh Tang David S. Matteson BDL CLL 189 40 0 09 Jul 2020
Automatic Recall Machines: Internal Replay, Continual Learning and the Brain Xu Ji Joao Henriques Tinne Tuytelaars Andrea Vedaldi KELM 200 11 0 22 Jun 2020
Unifying Regularisation Methods for Continual Learning Frederik Benzing CLL 159 9 0 11 Jun 2020
Coresets via Bilevel Optimization for Continual Learning and Streaming Zalan Borsos Mojmír Mutný Andreas Krause CLL 309 275 0 06 Jun 2020
Continual Deep Learning by Functional Regularisation of Memorable PastNeural Information Processing Systems (NeurIPS), 2020 Pingbo Pan S. Swaroop Alexander Immer Runa Eschenhagen Richard Turner Mohammad Emtiyaz Khan KELM CLL 286 162 0 29 Apr 2020
Continual Reinforcement Learning with Multi-Timescale Replay Christos Kaplanis Claudia Clopath Murray Shanahan CLL 107 17 0 16 Apr 2020
CALM: Continuous Adaptive Learning for Language Modeling Kristjan Arumae Parminder Bhatia CLL KELM 59 7 0 08 Apr 2020
SS-IL: Separated Softmax for Incremental LearningIEEE International Conference on Computer Vision (ICCV), 2020 Hongjoon Ahn Jihwan Kwak S. Lim Hyeonsu Bang Hyojun Kim Taesup Moon CLL 388 201 0 31 Mar 2020
Adversarial Continual LearningEuropean Conference on Computer Vision (ECCV), 2020 Sayna Ebrahimi Franziska Meier Roberto Calandra Trevor Darrell Marcus Rohrbach CLL VLM 379 218 0 21 Mar 2020
Using Hindsight to Anchor Past Knowledge in Continual LearningAAAI Conference on Artificial Intelligence (AAAI), 2019 Arslan Chaudhry Albert Gordo P. Dokania Juil Sock David Lopez-Paz KELM CLL 232 264 0 19 Feb 2020
SPACE: Structured Compression and Sharing of Representational Space for Continual LearningIEEE Access (IEEE Access), 2020 Gobinda Saha Isha Garg Aayush Ankit Kaushik Roy CLL 237 25 0 23 Jan 2020
Frosting Weights for Better Continual TrainingInternational Conference on Machine Learning and Applications (ICMLA), 2019 Xiaofeng Zhu Feng Liu Goce Trajcevski Dingding Wang FedML AI4CE CLL 152 5 0 07 Jan 2020
Online Learned Continual Compression with Adaptive Quantization Modules Lucas Caccia Eugene Belilovsky Massimo Caccia Joelle Pineau 234 5 0 19 Nov 2019
Continual Learning in Neural Networks Rahaf Aljundi CLL 171 42 0 07 Oct 2019
A continual learning survey: Defying forgetting in classification tasks Matthias De Lange Rahaf Aljundi Marc Masana Sarah Parisot Xu Jia A. Leonardis Greg Slabaugh Tinne Tuytelaars CLL KELM 263 258 0 18 Sep 2019
Online Continual Learning with Maximally Interfered Retrieval Rahaf Aljundi Lucas Caccia Eugene Belilovsky Massimo Caccia Min Lin Laurent Charlin Tinne Tuytelaars CLL 467 608 0 11 Aug 2019
Meta-Learning Representations for Continual LearningNeural Information Processing Systems (NeurIPS), 2019 Khurram Javed Martha White KELM CLL 237 346 0 29 May 2019
Gradient based sample selection for online continual learningNeural Information Processing Systems (NeurIPS), 2019 Rahaf Aljundi Min Lin Baptiste Goujaud Yoshua Bengio BDL CLL 539 936 0 20 Mar 2019