Papers citing 'Continual Learning with Deep Generative Replay'

Title
Ecological Reinforcement Learning John D. Co-Reyes Suvansh Sanjeev Glen Berseth Abhishek Gupta Sergey Levine OffRL 181 24 0 22 Jun 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
Continual Learning in Recurrent Neural Networks Benjamin Ehret Christian Henning Maria R. Cervera Alexander Meulemans J. Oswald Benjamin Grewe CLL 146 10 0 22 Jun 2020
Semi-Discriminative Representation Loss for Online Continual Learning Yu Chen Tom Diethe Peter A. Flach CLL 194 0 0 19 Jun 2020
Optimization and Generalization of Regularization-Based Continual Learning: a Loss Approximation Viewpoint Dong Yin Mehrdad Farajtabar Ang Li Nir Levine Alex Mott CLL 171 22 0 19 Jun 2020
Deep Reinforcement Learning amidst Lifelong Non-Stationarity Annie Xie James Harrison Chelsea Finn CLL OffRL 200 67 0 18 Jun 2020
GAN Memory with No ForgettingNeural Information Processing Systems (NeurIPS), 2020 Yulai Cong Miaoyun Zhao Jianqiao Li Sijia Wang Lawrence Carin CLL 249 143 0 13 Jun 2020
CPR: Classifier-Projection Regularization for Continual LearningInternational Conference on Learning Representations (ICLR), 2020 Sungmin Cha Hsiang Hsu Taebaek Hwang Flavio du Pin Calmon Taesup Moon CLL 247 89 0 12 Jun 2020
Understanding the Role of Training Regimes in Continual LearningNeural Information Processing Systems (NeurIPS), 2020 Seyed Iman Mirzadeh Mehrdad Farajtabar Razvan Pascanu H. Ghasemzadeh CLL 231 261 0 12 Jun 2020
Unifying Regularisation Methods for Continual Learning Frederik Benzing CLL 159 9 0 11 Jun 2020
Self-Supervised Learning Aided Class-Incremental Lifelong Learning Song Zhang Gehui Shen Jinsong Huang Zhihong Deng CLL 135 14 0 10 Jun 2020
Variational Auto-Regressive Gaussian Processes for Continual Learning Sanyam Kapoor Theofanis Karaletsos T. Bui BDL 161 29 0 09 Jun 2020
Optimal Continual Learning has Perfect Memory and is NP-hard Jeremias Knoblauch Hisham Husain Tom Diethe CLL 239 111 0 09 Jun 2020
A Survey on Generative Adversarial Networks: Variants, Applications, and Training Abdul Jabbar Xi Li Bourahla Omar 198 320 0 09 Jun 2020
Continual Representation Learning for Biometric Identification Bo Zhao Weizhen He Dapeng Chen Hakan Bilen Rui Zhao CLL 212 46 0 08 Jun 2020
Coresets via Bilevel Optimization for Continual Learning and Streaming Zalan Borsos Mojmír Mutný Andreas Krause CLL 321 277 0 06 Jun 2020
Prediction error-driven memory consolidation for continual learning. On the case of adaptive greenhouse models G. Schillaci L. Miranda Uwe Schmidt CLL 140 9 0 19 May 2020
Continual Learning Using Multi-view Task Conditional Neural Networks Honglin Li Payam Barnaghi Shirin Enshaeifar F. Ganz CLL 204 1 0 08 May 2020
Visually Grounded Continual Learning of Compositional Phrases Xisen Jin Junyi Du Arka Sadhu Ram Nevatia Xiang Ren CLL 243 4 0 02 May 2020
Importance Driven Continual Learning for Segmentation Across Domains S. Özgün Anne-Marie Rickmann Abhijit Guha Roy Christian Wachinger OOD CLL 135 34 0 30 Apr 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 290 163 0 29 Apr 2020
Reducing catastrophic forgetting with learning on synthetic data Wojciech Masarczyk Ivona Tautkute DD 179 40 0 29 Apr 2020
PODNet: Pooled Outputs Distillation for Small-Tasks Incremental Learning Arthur Douillard Matthieu Cord Charles Ollion Thomas Robert Eduardo Valle CLL 159 6 0 28 Apr 2020
Pseudo Rehearsal using non photo-realistic imagesInternational Conference on Pattern Recognition (ICPR), 2020 Bhasker Sri Harsha Suri Kalidas Yeturu 80 1 0 28 Apr 2020
Recall and Learn: Fine-tuning Deep Pretrained Language Models with Less ForgettingConference on Empirical Methods in Natural Language Processing (EMNLP), 2020 Sanyuan Chen Yutai Hou Yiming Cui Wanxiang Che Ting Liu Xiangzhan Yu KELM CLL 247 254 0 27 Apr 2020
IROS 2019 Lifelong Robotic Vision Challenge -- Lifelong Object Recognition Report Qi She Fan Feng Qi Liu Rosa H. M. Chan Xinyue Hao ... Di Xie Yangsheng Xu Lin Yang Qiaoyong Zhong Liguang Zhou 109 2 0 26 Apr 2020
Few-Shot Class-Incremental Learning Xiaoyu Tao Xiaopeng Hong Xinyuan Chang Songlin Dong Xing Wei Yihong Gong CLL 232 491 0 23 Apr 2020
Continual Learning using a Bayesian Nonparametric Dictionary of Weight Factors Nikhil Mehta Kevin J. Liang Vinay K Verma Lawrence Carin CLL 270 5 0 21 Apr 2020
Generative Feature Replay For Class-Incremental Learning Xialei Liu Chenshen Wu Mikel Menta Luis Herranz Bogdan Raducanu Andrew D. Bagdanov Shangling Jui Joost van de Weijer CLL 182 170 0 20 Apr 2020
Memory-Efficient Incremental Learning Through Feature AdaptationEuropean Conference on Computer Vision (ECCV), 2020 Ahmet Iscen Jeffrey O. Zhang Svetlana Lazebnik Cordelia Schmid CLL VLM 271 184 0 01 Apr 2020
Semantic Drift Compensation for Class-Incremental LearningComputer Vision and Pattern Recognition (CVPR), 2020 Lu Yu Bartlomiej Twardowski Xialei Liu Luis Herranz Kai Wang Yongmei Cheng Shangling Jui Joost van de Weijer CLL 338 377 0 01 Apr 2020
Conditional Channel Gated Networks for Task-Aware Continual LearningComputer Vision and Pattern Recognition (CVPR), 2020 Davide Abati Jakub M. Tomczak Tijmen Blankevoort Simone Calderara Rita Cucchiara B. Bejnordi CLL 227 199 0 31 Mar 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 400 202 0 31 Mar 2020
Continual Learning with Node-Importance based Adaptive Group Sparse RegularizationNeural Information Processing Systems (NeurIPS), 2020 Sangwon Jung Hongjoon Ahn Sungmin Cha Taesup Moon CLL 298 143 0 30 Mar 2020
Incremental Learning In Online ScenarioComputer Vision and Pattern Recognition (CVPR), 2020 Jiangpeng He Runyu Mao Zeman Shao Fengqing Zhu CLL 185 167 0 30 Mar 2020
iTAML: An Incremental Task-Agnostic Meta-learning ApproachComputer Vision and Pattern Recognition (CVPR), 2020 Jathushan Rajasegaran Salman Khan Munawar Hayat Fahad Shahbaz Khan M. Shah CLL OOD 231 166 0 25 Mar 2020
Adversarial Continual LearningEuropean Conference on Computer Vision (ECCV), 2020 Sayna Ebrahimi Franziska Meier Roberto Calandra Trevor Darrell Marcus Rohrbach CLL VLM 383 219 0 21 Mar 2020
Online Continual Learning on Sequences G. I. Parisi Vincenzo Lomonaco CLL 116 29 0 20 Mar 2020
XtarNet: Learning to Extract Task-Adaptive Representation for Incremental Few-Shot LearningInternational Conference on Machine Learning (ICML), 2020 Sung Whan Yoon Do-Yeon Kim Jun Seo Jaekyun Moon CLL 340 48 0 19 Mar 2020
Lifelong Learning with Searchable Extension Units Wenjin Wang Yunqing Hu Yin Zhang KELM CLL 165 3 0 19 Mar 2020
Incremental Object Detection via Meta-LearningIEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2020 K. J. Joseph Jathushan Rajasegaran Salman Khan Fahad Shahbaz Khan V. Balasubramanian ObjD CLL VLM 351 118 0 17 Mar 2020
Online Fast Adaptation and Knowledge Accumulation: a New Approach to Continual Learning Massimo Caccia Pau Rodríguez López O. Ostapenko Fabrice Normandin Min Lin ... I. Laradji Irina Rish Alexande Lacoste David Vazquez Laurent Charlin CLL KELM 259 68 0 12 Mar 2020
Continuous Domain Adaptation with Variational Domain-Agnostic Feature Replay Qicheng Lao Xiang Jiang Mohammad Havaei Yoshua Bengio VLM 122 33 0 09 Mar 2020
FoCL: Feature-Oriented Continual Learning for Generative ModelsPattern Recognition (Pattern Recognit.), 2020 Qicheng Lao Mehrzad Mortazavi Marzieh S. Tahaei Francis Dutil T. Fevens Mohammad Havaei CLL 122 15 0 09 Mar 2020
Synaptic Metaplasticity in Binarized Neural NetworksNature Communications (Nat Commun), 2020 Axel Laborieux M. Ernoult T. Hirtzlin D. Querlioz CLL 198 72 0 07 Mar 2020
Federated Continual Learning with Weighted Inter-client TransferInternational Conference on Machine Learning (ICML), 2020 Jaehong Yoon Wonyoung Jeong Giwoong Lee Eunho Yang Sung Ju Hwang FedML 505 266 0 06 Mar 2020
Triple Memory Networks: a Brain-Inspired Method for Continual LearningIEEE Transactions on Neural Networks and Learning Systems (IEEE TNNLS), 2020 Liyuan Wang Bo Lei Qian Li Hang Su Jun Zhu Yi Zhong AAML 127 58 0 06 Mar 2020
Mnemonics Training: Multi-Class Incremental Learning without ForgettingComputer Vision and Pattern Recognition (CVPR), 2020 Yaoyao Liu Yuting Su Anan Liu Bernt Schiele Qianru Sun CLL 273 377 0 24 Feb 2020
Residual Continual LearningAAAI Conference on Artificial Intelligence (AAAI), 2020 Janghyeon Lee Donggyu Joo H. Hong Junmo Kim CLL 183 25 0 17 Feb 2020
Multi-Task Incremental Learning for Object Detection Xialei Liu Hao Yang Avinash Ravichandran Rahul Bhotika Stefano Soatto ObjD VLM CLL 207 13 0 13 Feb 2020