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Gradient Episodic Memory for Continual Learning

26 June 2017

Papers citing "Gradient Episodic Memory for Continual Learning"

50 / 1,594 papers shown

Title
Class-Incremental Learning based on Label Generation Yijia Shao Yiduo Guo Dongyan Zhao Bin Liu CLL 109 16 0 22 Jun 2023
Continual Learners are Incremental Model Generalizers Jaehong Yoon Sung Ju Hwang Yu Cao CLL 86 5 0 21 Jun 2023
Complementary Learning Subnetworks for Parameter-Efficient Class-Incremental Learning Depeng Li Zhigang Zeng CLL 123 1 0 21 Jun 2023
TADIL: Task-Agnostic Domain-Incremental Learning through Task-ID Inference using Transformer Nearest-Centroid Embeddings Gusseppe Bravo Rocca Peini Liu Jordi Guitart Ajay Dholakia David Ellison 64 1 0 21 Jun 2023
Rehearsal-Free Online Continual Learning for Automatic Speech Recognition Steven Vander Eeckt Hugo Van hamme CLL 49 4 0 19 Jun 2023
Partial Hypernetworks for Continual Learning Hamed Hemati Vincenzo Lomonaco D. Bacciu Damian Borth CLL 78 7 0 19 Jun 2023
IF2Net: Innately Forgetting-Free Networks for Continual Learning Depeng Li Tianqi Wang Bingrong Xu Kenji Kawaguchi Zhigang Zeng Ponnuthurai Nagaratnam Suganthan CLL 402 2 0 18 Jun 2023
Studying Generalization on Memory-Based Methods in Continual Learning Felipe del-Rio J. Hurtado Cristian-Radu Buc Alvaro Soto Vincenzo Lomonaco BDL 74 3 0 16 Jun 2023
Multi-View Class Incremental Learning Depeng Li Tianqi Wang Junwei Chen Kenji Kawaguchi Cheng Lian Zhigang Zeng CLL 130 9 0 16 Jun 2023
Kalman Filter for Online Classification of Non-Stationary Data Michalis K. Titsias Alexandre Galashov Amal Rannen-Triki Razvan Pascanu Yee Whye Teh J. Bornschein CLL BDL 124 10 0 14 Jun 2023
POP: Prompt Of Prompts for Continual Learning Zhiyuan Hu J. Lyu Dashan Gao Nuno Vasconcelos CLL LRM VLM 73 5 0 14 Jun 2023
Dynamically Masked Discriminator for Generative Adversarial Networks Wentian Zhang Haozhe Liu Bing Li Jinheng Xie Yawen Huang Yuexiang Li Yefeng Zheng Guohao Li TTA 85 2 0 13 Jun 2023
One-Shot Machine Unlearning with Mnemonic Code Tomoya Yamashita Masanori Yamada Takashi Shibata MU 32 2 0 09 Jun 2023
EMO: Episodic Memory Optimization for Few-Shot Meta-Learning Yingjun Du Jiayi Shen Xiantong Zhen Cees G. M. Snoek 74 1 0 08 Jun 2023
Masked Autoencoders are Efficient Continual Federated Learners Subarnaduti Paul Lars-Joel Frey Roshni Kamath Kristian Kersting Martin Mundt CLL FedML 80 2 0 06 Jun 2023
Learning Representations on the Unit Sphere: Investigating Angular Gaussian and von Mises-Fisher Distributions for Online Continual Learning Nicolas Michel Giovanni Chierchia Romain Negrel J. Bercher 55 4 0 06 Jun 2023
LIBERO: Benchmarking Knowledge Transfer for Lifelong Robot Learning Bo Liu Yifeng Zhu Chongkai Gao Yihao Feng Qian Liu Yuke Zhu Peter Stone CLL 186 157 0 05 Jun 2023
Evaluating Continual Learning on a Home Robot Sam Powers Abhi Gupta Chris Paxton CLL 96 3 0 04 Jun 2023
Evolving Knowledge Mining for Class Incremental Segmentation Zhihe Lu Shuicheng Yan Xinchao Wang CLL 80 0 0 03 Jun 2023
Overcoming the Stability Gap in Continual Learning Md Yousuf Harun Christopher Kanan AI4CE 82 11 0 02 Jun 2023
Context selectivity with dynamic availability enables lifelong continual learning M. Barry W. Gerstner G. Bellec CLL 69 0 0 02 Jun 2023
KrADagrad: Kronecker Approximation-Domination Gradient Preconditioned Stochastic Optimization Jonathan Mei Alexander Moreno Luke Walters ODL 55 1 0 30 May 2023
Prediction Error-based Classification for Class-Incremental Learning Michal Zajkac Tinne Tuytelaars Gido M. van de Ven CLL 99 9 0 30 May 2023
Continual Task Allocation in Meta-Policy Network via Sparse Prompting Yijun Yang Tianyi Zhou Jing Jiang Guodong Long Yuhui Shi CLL OffRL 95 9 0 29 May 2023
HyperTime: Hyperparameter Optimization for Combating Temporal Distribution Shifts Shaokun Zhang Yiran Wu Zhonghua Zheng Qingyun Wu Chi Wang OOD 95 8 0 28 May 2023
Just a Glimpse: Rethinking Temporal Information for Video Continual Learning Lama Alssum Juan Carlos León Alcázar Merey Ramazanova Chen Zhao Guohao Li CLL 58 6 0 28 May 2023
Mitigating Catastrophic Forgetting in Long Short-Term Memory Networks Ketaki Joshi Raghavendra Pradyumna Pothukuchi Andre Wibisono A. Bhattacharjee CLL 26 0 0 26 May 2023
Summarizing Stream Data for Memory-Constrained Online Continual Learning Jianyang Gu Kai Wang Wei Jiang Yang You DD 82 11 0 26 May 2023
Teamwork Is Not Always Good: An Empirical Study of Classifier Drift in Class-incremental Information Extraction Minqian Liu Lifu Huang CLL 83 10 0 26 May 2023
Overcoming Catastrophic Forgetting in Massively Multilingual Continual Learning Genta Indra Winata Lingjue Xie Karthik Radhakrishnan Shijie Wu Xisen Jin Pengxiang Cheng Mayank Kulkarni Daniel Preoţiuc-Pietro CLL 131 21 0 25 May 2023
Condensed Prototype Replay for Class Incremental Learning Jiangtao Kong Zhenyu Zong Dinesh Manocha Huajie Shao 78 2 0 25 May 2023
Camera-Incremental Object Re-Identification with Identity Knowledge Evolution Hantao Yao Lu Yu Jifei Luo Changsheng Xu 91 0 0 25 May 2023
Lightweight Learner for Shared Knowledge Lifelong Learning Yunhao Ge Yuecheng Li Di Wu Ao Xu Adam M. Jones ... Gozde Sahin Shuo Ni Kiran Lekkala Sumedh Anand Sontakke Laurent Itti CLL 81 12 0 24 May 2023
Meta-Learning Online Adaptation of Language Models Nathan J. Hu E. Mitchell Christopher D. Manning Chelsea Finn KELM 99 37 0 24 May 2023
IBCL: Zero-shot Model Generation for Task Trade-offs in Continual Learning Pengyuan Lu Michele Caprio Eric Eaton Insup Lee VLM 53 1 0 24 May 2023
Dealing with Cross-Task Class Discrimination in Online Continual Learning Yiduo Guo Bing-Quan Liu Dongyan Zhao CLL 90 24 0 24 May 2023
Sequence-Level Knowledge Distillation for Class-Incremental End-to-End Spoken Language Understanding Umberto Cappellazzo Muqiao Yang Daniele Falavigna Alessio Brutti CLL KELM 49 6 0 23 May 2023
Continual Learning on Dynamic Graphs via Parameter Isolation Peiyan Zhang Yuchen Yan Chaozhuo Li Senzhang Wang Xing Xie Guojie Song Sunghun Kim 116 40 0 23 May 2023
OER: Offline Experience Replay for Continual Offline Reinforcement Learning Sibo Gai Donglin Wang Li He CLL OffRL 100 3 0 23 May 2023
Enhancing Accuracy and Robustness through Adversarial Training in Class Incremental Continual Learning Minchan Kwon Kangil Kim AAML 36 0 0 23 May 2023
InstructAlign: High-and-Low Resource Language Alignment via Continual Crosslingual Instruction Tuning Samuel Cahyawijaya Holy Lovenia Tiezheng Yu Willy Chung Pascale Fung ALM 91 15 0 23 May 2023
Continual Learning with Strong Experience Replay Tao Zhuo Zhiyong Cheng Zan Gao Hehe Fan Mohan S. Kankanhalli CLL VLM 62 2 0 23 May 2023
Mitigating Catastrophic Forgetting for Few-Shot Spoken Word Classification Through Meta-Learning Ruan van der Merwe Herman Kamper CLL KELM 93 0 0 22 May 2023
Lifelong Language Pretraining with Distribution-Specialized Experts Wuyang Chen Yan-Quan Zhou Nan Du Yanping Huang James Laudon Zhiwen Chen Claire Cu KELM 106 51 0 20 May 2023
Mitigating Catastrophic Forgetting in Task-Incremental Continual Learning with Adaptive Classification Criterion Yun Luo Xiaotian Lin Zhen Yang Fandong Meng Jie Zhou Yue Zhang CLL 73 5 0 20 May 2023
AttriCLIP: A Non-Incremental Learner for Incremental Knowledge Learning Runqi Wang Xiaoyue Duan Guoliang Kang Jianzhuang Liu Shaohui Lin Songcen Xu Jinhu Lv Baochang Zhang CLL VLM 61 36 0 19 May 2023
Rapid Adaptation in Online Continual Learning: Are We Evaluating It Right? Hasan Hammoud Ameya Prabhu Ser-Nam Lim Philip Torr Adel Bibi Guohao Li CLL 167 16 0 16 May 2023
Online Continual Learning Without the Storage Constraint Ameya Prabhu Zhipeng Cai P. Dokania Philip Torr V. Koltun Ozan Sener CLL 172 32 0 16 May 2023
Schema-adaptable Knowledge Graph Construction Hongbin Ye Honghao Gui Xin Xu Xi Chen Huajun Chen Ningyu Zhang 102 4 0 15 May 2023
DAC-MR: Data Augmentation Consistency Based Meta-Regularization for Meta-Learning Jun Shu Xiang Yuan Deyu Meng Zongben Xu 98 4 0 13 May 2023