Papers citing 'Efficient Lifelong Learning with A-GEM'

Title
Online Lifelong Generalized Zero-Shot LearningNeural Networks (NN), 2021 C. Gautam S. Parameswaran Ashish Mishra Suresh Sundaram CLL 188 11 0 19 Mar 2021
Gradient Projection Memory for Continual LearningInternational Conference on Learning Representations (ICLR), 2021 Gobinda Saha Isha Garg Kaushik Roy VLM CLL 238 354 0 17 Mar 2021
Continual Learning for Recurrent Neural Networks: an Empirical EvaluationNeural Networks (NN), 2021 Andrea Cossu Antonio Carta Vincenzo Lomonaco D. Bacciu CLL 244 118 0 12 Mar 2021
Training Networks in Null Space of Feature Covariance for Continual LearningComputer Vision and Pattern Recognition (CVPR), 2021 Shipeng Wang Xiaorong Li Jian Sun Zongben Xu CLL 280 182 0 12 Mar 2021
Learning to Continually Learn Rapidly from Few and Noisy Data N. Kuo Mehrtash Harandi Nicolas Fourrier Christian J. Walder Gabriela Ferraro H. Suominen CLL KELM 100 4 0 06 Mar 2021
Selective Replay Enhances Learning in Online Continual Analogical Reasoning Tyler L. Hayes Christopher Kanan CLL 147 23 0 06 Mar 2021
Continuous Coordination As a Realistic Scenario for Lifelong LearningInternational Conference on Machine Learning (ICML), 2021 Hadi Nekoei Akilesh Badrinaaraayanan Aaron Courville Sarath Chandar CLL OffRL 171 50 0 04 Mar 2021
Towards Open World Object DetectionComputer Vision and Pattern Recognition (CVPR), 2021 K. J. Joseph Salman Khan Fahad Shahbaz Khan V. Balasubramanian ObjD 218 536 0 03 Mar 2021
Few-Shot Lifelong LearningAAAI Conference on Artificial Intelligence (AAAI), 2021 Pratik Mazumder Pravendra Singh Piyush Rai CLL 114 141 0 01 Mar 2021
Lifelong Learning based Disease Diagnosis on Clinical NotesPacific-Asia Conference on Knowledge Discovery and Data Mining (PAKDD), 2021 Zifeng Wang Yifan Yang Rui Wen Xi Chen Shao-Lun Huang Yefeng Zheng CLL 277 5 0 27 Feb 2021
Improved Regret Bound and Experience Replay in Regularized Policy IterationInternational Conference on Machine Learning (ICML), 2021 N. Lazić Dong Yin Yasin Abbasi-Yadkori Csaba Szepesvári OffRL 112 18 0 25 Feb 2021
Meta-Learned Attribute Self-Gating for Continual Generalized Zero-Shot Learning Vinay Kumar Verma Kevin J. Liang Nikhil Mehta Lawrence Carin CLL VLM 139 7 0 23 Feb 2021
Continual Learning for Blind Image Quality AssessmentIEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2021 Weixia Zhang Dingquan Li Chao Ma Guangtao Zhai Xiaokang Yang Kede Ma VLM 139 97 0 19 Feb 2021
Adversarial Training of Variational Auto-encoders for Continual Zero-shot Learning(A-CZSL)IEEE International Joint Conference on Neural Network (IJCNN), 2021 Subhankar Ghosh CLL VLM 206 12 0 07 Feb 2021
How do Quadratic Regularizers Prevent Catastrophic Forgetting: The Role of Interpolation Ekdeep Singh Lubana Puja Trivedi Danai Koutra Robert P. Dick 219 18 0 04 Feb 2021
Generalising via Meta-Examples for Continual Learning in the WildInternational Conference on Machine Learning, Optimization, and Data Science (MOD), 2021 Alessia Bertugli Stefano Vincenzi Simone Calderara Baptiste Caramiaux CLL 160 2 0 28 Jan 2021
Online Continual Learning in Image Classification: An Empirical SurveyNeurocomputing (Neurocomputing), 2021 Zheda Mai Ruiwen Li Jihwan Jeong David Quispe Hyunwoo J. Kim Scott Sanner VLM CLL 482 470 0 25 Jan 2021
Federated Intrusion Detection for IoT with Heterogeneous Cohort Privacy Ajesh Koyatan Chathoth Abhyuday N. Jagannatha Stephen Lee 157 17 0 25 Jan 2021
Memory-Efficient Semi-Supervised Continual Learning: The World is its Own Replay BufferIEEE International Joint Conference on Neural Network (IJCNN), 2021 James Smith Jonathan C. Balloch Yen-Chang Hsu Z. Kira CLL 401 46 0 23 Jan 2021
Generative Replay-based Continual Zero-Shot Learning C. Gautam S. Parameswaran Ashish Mishra Suresh Sundaram CLL VLM 136 9 0 22 Jan 2021
Curriculum-Meta Learning for Order-Robust Continual Relation ExtractionAAAI Conference on Artificial Intelligence (AAAI), 2021 Tongtong Wu Xuekai Li Yuan-Fang Li Reza Haffari Guilin Qi Yujin Zhu Guoqiang Xu CLL 245 81 0 06 Jan 2021
Continual Learning in Task-Oriented Dialogue SystemsConference on Empirical Methods in Natural Language Processing (EMNLP), 2020 Andrea Madotto Mohammad Kachuee Zhenpeng Zhou Seungwhan Moon Paul A. Crook Bing-Quan Liu Zhou Yu Eunjoon Cho Zhiguang Wang CLL 286 142 0 31 Dec 2020
Towards Continual Reinforcement Learning: A Review and PerspectivesJournal of Artificial Intelligence Research (JAIR), 2020 Khimya Khetarpal Matthew D Riemer Irina Rish Doina Precup CLL OffRL 481 372 0 25 Dec 2020
Efficient Continual Learning with Modular Networks and Task-Driven PriorsInternational Conference on Learning Representations (ICLR), 2020 Tom Véniat Ludovic Denoyer MarcÁurelio Ranzato CLL 245 106 0 23 Dec 2020
IIRC: Incremental Implicitly-Refined ClassificationComputer Vision and Pattern Recognition (CVPR), 2020 Mohamed Abdelsalam Mojtaba Faramarzi Shagun Sodhani A. Chandar CLL 164 32 0 23 Dec 2020
Continual Lifelong Learning in Natural Language Processing: A SurveyInternational Conference on Computational Linguistics (COLING), 2020 Magdalena Biesialska Katarzyna Biesialska Marta R. Costa-jussá KELM CLL 243 247 0 17 Dec 2020
Class-incremental Learning with Rectified Feature-Graph PreservationAsian Conference on Computer Vision (ACCV), 2020 Cheng-Hsun Lei Yi-Hsin Wen-Hsiao Peng Wei-Chen Chiu CLL 156 6 0 15 Dec 2020
Variable-Shot Adaptation for Online Meta-Learning Tianhe Yu Xinyang Geng Chelsea Finn Sergey Levine CLL OffRL 118 4 0 14 Dec 2020
Multi-Domain Multi-Task Rehearsal for Lifelong LearningAAAI Conference on Artificial Intelligence (AAAI), 2020 Fan Lyu Shuai Wang Wei Feng Zihan Ye Fuyuan Hu Song Wang CLL 137 30 0 14 Dec 2020
Knowledge Capture and Replay for Continual LearningIEEE Workshop/Winter Conference on Applications of Computer Vision (WACV), 2020 Saisubramaniam Gopalakrishnan Pranshu Ranjan Singh Haytham M. Fayek Savitha Ramasamy Arulmurugan Ambikapathi CLL 176 18 0 12 Dec 2020
Overcoming Catastrophic Forgetting in Graph Neural NetworksAAAI Conference on Artificial Intelligence (AAAI), 2020 Huihui Liu Yiding Yang Xinchao Wang 371 144 0 10 Dec 2020
Continual Adaptation of Visual Representations via Domain Randomization and Meta-learning Riccardo Volpi Diane Larlus Grégory Rogez VLM OOD CLL 225 81 0 08 Dec 2020
Overcoming Catastrophic Forgetting via Direction-Constrained Optimization Yunfei Teng A. Choromańska Murray Campbell Songtao Lu Parikshit Ram L. Horesh CLL 235 3 0 25 Nov 2020
Energy-Based Models for Continual Learning Shuang Li Yilun Du Gido M. van de Ven Igor Mordatch 215 46 0 24 Nov 2020
PLOP: Learning without Forgetting for Continual Semantic SegmentationComputer Vision and Pattern Recognition (CVPR), 2020 Arthur Douillard Yifu Chen Arnaud Dapogny Matthieu Cord CLL 294 285 0 23 Nov 2020
Generalized Continual Zero-Shot Learning C. Gautam S. Parameswaran Ashish Mishra Suresh Sundaram BDL VLM CLL 359 12 0 17 Nov 2020
Gradient Episodic Memory with a Soft Constraint for Continual Learning Guannan Hu Wu Zhang Hu Ding Wenhao Zhu CLL 92 12 0 16 Nov 2020
Modular-Relatedness for Continual LearningInternational Symposium on Intelligent Data Analysis (IDA), 2020 Ammar Shaker Shujian Yu Francesco Alesiani KELM CLL 150 2 0 02 Nov 2020
Bilevel Continual LearningIEEE International Joint Conference on Neural Network (IJCNN), 2020 Ammar Shaker Francesco Alesiani Shujian Yu Wenzhe Yin CLL 72 0 0 02 Nov 2020
Class-incremental learning: survey and performance evaluation on image classificationIEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2020 Marc Masana Xialei Liu Bartlomiej Twardowski Mikel Menta Andrew D. Bagdanov Joost van de Weijer CLL 411 799 0 28 Oct 2020
Continual Learning in Low-rank Orthogonal Subspaces Arslan Chaudhry Naeemullah Khan P. Dokania Juil Sock CLL 299 148 0 22 Oct 2020
Online Structured Meta-learning Huaxiu Yao Yingbo Zhou M. Mahdavi Ruoyao Xiao R. Socher Caiming Xiong 136 28 0 22 Oct 2020
Class-incremental Learning with Pre-allocated Fixed ClassifiersInternational Conference on Pattern Recognition (ICPR), 2020 F. Pernici Matteo Bruni C. Baecchi F. Turchini Marco Bertini CLL 289 41 0 16 Oct 2020
Rethinking Experience Replay: a Bag of Tricks for Continual Learning Pietro Buzzega Matteo Boschini Angelo Porrello Simone Calderara CLL 176 173 0 12 Oct 2020
Adaptive Aggregation Networks for Class-Incremental LearningComputer Vision and Pattern Recognition (CVPR), 2020 Yaoyao Liu Bernt Schiele Qianru Sun CLL 343 250 0 10 Oct 2020
Linear Mode Connectivity in Multitask and Continual LearningInternational Conference on Learning Representations (ICLR), 2020 Seyed Iman Mirzadeh Mehrdad Farajtabar Dilan Görür Razvan Pascanu H. Ghasemzadeh CLL 261 166 0 09 Oct 2020
A Theoretical Analysis of Catastrophic Forgetting through the NTK Overlap Matrix T. Doan Mehdi Abbana Bennani Bogdan Mazoure Guillaume Rabusseau Pierre Alquier CLL 398 93 0 07 Oct 2020
Disentangle-based Continual Graph Representation LearningConference on Empirical Methods in Natural Language Processing (EMNLP), 2020 Xiaoyu Kou Yankai Lin Shaobo Liu Peng Li Jie Zhou Yan Zhang CLL 251 43 0 06 Oct 2020
Efficient Meta Lifelong-Learning with Limited MemoryConference on Empirical Methods in Natural Language Processing (EMNLP), 2020 Zirui Wang Sanket Vaibhav Mehta Barnabás Póczós J. Carbonell CLL KELM 218 82 0 06 Oct 2020
The Effectiveness of Memory Replay in Large Scale Continual Learning Yogesh Balaji Mehrdad Farajtabar Dong Yin Alex Mott Ang Li 177 42 0 06 Oct 2020