Papers citing 'Memory Efficient Experience Replay for Streaming Learning'

Title
Continual Learning: Tackling Catastrophic Forgetting in Deep Neural Networks with Replay Processes Timothée Lesort CLL 265 23 0 01 Jul 2020
Coresets via Bilevel Optimization for Continual Learning and Streaming Zalan Borsos Mojmír Mutný Andreas Krause CLL 293 274 0 06 Jun 2020
Reducing catastrophic forgetting with learning on synthetic data Wojciech Masarczyk Ivona Tautkute DD 171 40 0 29 Apr 2020
Do We Need Fully Connected Output Layers in Convolutional Networks? Zhongchao Qian Tyler L. Hayes Kushal Kafle Christopher Kanan 107 9 0 28 Apr 2020
Online Continual Learning on Sequences G. I. Parisi Vincenzo Lomonaco CLL 116 29 0 20 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 224 264 0 19 Feb 2020
Latent Replay for Real-Time Continual LearningIEEE/RJS International Conference on Intelligent RObots and Systems (IROS), 2019 Lorenzo Pellegrini G. Graffieti Vincenzo Lomonaco Davide Maltoni CLL 339 176 0 02 Dec 2019
Memory-Efficient Episodic Control Reinforcement Learning with Dynamic Online k-means A. Agostinelli Kai Arulkumaran Marta Sarrico Pierre Harvey Richemond Anil Anthony Bharath OffRL 121 4 0 21 Nov 2019
Are Out-of-Distribution Detection Methods Effective on Large-Scale Datasets? Ryne Roady Tyler L. Hayes Ronald Kemker Ayesha Gonzales Christopher Kanan OODD 131 20 0 30 Oct 2019
REMIND Your Neural Network to Prevent Catastrophic ForgettingEuropean Conference on Computer Vision (ECCV), 2019 Tyler L. Hayes Kushal Kafle Robik Shrestha Manoj Acharya Christopher Kanan CLL 322 325 0 06 Oct 2019
Domain Expansion in DNN-based Acoustic Models for Robust Speech RecognitionAutomatic Speech Recognition & Understanding (ASRU), 2019 Shahram Ghorbani S. Khorram John H. L. Hansen 123 19 0 01 Oct 2019
Lifelong Machine Learning with Deep Streaming Linear Discriminant Analysis Tyler L. Hayes Christopher Kanan CLL 310 158 0 04 Sep 2019
Biologically inspired sleep algorithm for artificial neural networks G. Krishnan Timothy Tadros Ramyaa Ramyaa M. Bazhenov 96 20 0 01 Aug 2019
Rehearsal-Free Continual Learning over Small Non-I.I.D. Batches Vincenzo Lomonaco Davide Maltoni Lorenzo Pellegrini CLL VLM 203 70 0 08 Jul 2019
Continual Learning for Robotics: Definition, Framework, Learning Strategies, Opportunities and ChallengesInformation Fusion (Inf. Fusion), 2019 Timothée Lesort Vincenzo Lomonaco Andrei Stoian Davide Maltoni David Filliat Natalia Díaz Rodríguez CLL 292 282 0 29 Jun 2019
Leveraging Semantics for Incremental Learning in Multi-Relational Embeddings A. Daruna Weiyu Liu Z. Kira Sonia Chernova 129 0 0 29 May 2019
Answer Them All! Toward Universal Visual Question Answering ModelsComputer Vision and Pattern Recognition (CVPR), 2019 Robik Shrestha Kushal Kafle Christopher Kanan 262 86 0 01 Mar 2019
On Tiny Episodic Memories in Continual Learning Arslan Chaudhry Marcus Rohrbach Mohamed Elhoseiny Thalaiyasingam Ajanthan P. Dokania Juil Sock MarcÁurelio Ranzato CLL 513 436 0 27 Feb 2019
Experience Replay for Continual Learning David Rolnick Arun Ahuja Jonathan Richard Schwarz Timothy Lillicrap Greg Wayne CLL 372 1,375 0 28 Nov 2018
Continuous Learning in Single-Incremental-Task Scenarios Davide Maltoni Vincenzo Lomonaco CLL 238 324 0 22 Jun 2018