Efficient Lifelong Learning with A-GEM

2 December 2018

Papers citing "Efficient Lifelong Learning with A-GEM"

50 / 875 papers shown

Title
NAPA-VQ: Neighborhood Aware Prototype Augmentation with Vector Quantization for Continual Learning T. Malepathirana Damith A. Senanayake Saman K. Halgamuge CLL 32 12 0 18 Aug 2023
Ada-QPacknet -- adaptive pruning with bit width reduction as an efficient continual learning method without forgetting Marcin Pietroñ Dominik Zurek Kamil Faber Roberto Corizzo CLL 32 2 0 14 Aug 2023
CBA: Improving Online Continual Learning via Continual Bias Adaptor Quanziang Wang Renzhen Wang Yichen Wu Xixi Jia Deyu Meng CLL 35 17 0 14 Aug 2023
Cost-effective On-device Continual Learning over Memory Hierarchy with Miro Xinyue Ma Suyeon Jeong Minjia Zhang Di Wang Jonghyun Choi Myeongjae Jeon CLL 16 13 0 11 Aug 2023
Improving Performance in Continual Learning Tasks using Bio-Inspired Architectures Sandeep Madireddy A. Yanguas-Gil Prasanna Balaprakash CLL 26 1 0 08 Aug 2023
Model Provenance via Model DNA Xin Mu Yu Wang Yehong Zhang Jiaqi Zhang Haibo Wang Yang Xiang Yue Yu SyDa 30 0 0 04 Aug 2023
Improving Replay Sample Selection and Storage for Less Forgetting in Continual Learning Daniel Brignac N. Lobo Abhijit Mahalanobis KELM 23 11 0 03 Aug 2023
Online Prototype Learning for Online Continual Learning Yujie Wei Jiaxin Ye Zhizhong Huang Junping Zhang Hongming Shan CLL OnRL 33 39 0 01 Aug 2023
Subspace Distillation for Continual Learning Kaushik Roy Christian Simon Peyman Moghadam Mehrtash Harandi CLL 11 10 0 31 Jul 2023
Continual Learning in Predictive Autoscaling Hongyan Hao Zhixuan Chu Shiyi Zhu Gangwei Jiang Yan Wang Caigao Jiang James Y. Zhang Wei Jiang Siqiao Xue Junqing Zhou 52 4 0 29 Jul 2023
Online Continual Learning in Keyword Spotting for Low-Resource Devices via Pooling High-Order Temporal Statistics Umberto Michieli Pablo Peso Parada Mete Ozay CLL 24 9 0 24 Jul 2023
CLR: Channel-wise Lightweight Reprogramming for Continual Learning Yunhao Ge Yuecheng Li Shuo Ni Jiaping Zhao Ming Yang Laurent Itti CLL 45 11 0 21 Jul 2023
Online Continual Learning for Robust Indoor Object Recognition Umberto Michieli Mete Ozay 31 9 0 19 Jul 2023
IncDSI: Incrementally Updatable Document Retrieval Varsha Kishore Chao-gang Wan Justin Lovelace Yoav Artzi Kilian Q. Weinberger 30 9 0 19 Jul 2023
Tangent Model Composition for Ensembling and Continual Fine-tuning Tianlin Liu Stefano Soatto LRM MoMe CLL 27 16 0 16 Jul 2023
A Comprehensive Survey of Forgetting in Deep Learning Beyond Continual Learning Zhenyi Wang Enneng Yang Li Shen Heng-Chiao Huang KELM MU 36 49 0 16 Jul 2023
Embodied Lifelong Learning for Task and Motion Planning Jorge Armando Mendez Mendez L. Kaelbling Tomás Lozano-Pérez 34 16 0 13 Jul 2023
Towards Robust and Efficient Continual Language Learning Adam Fisch Amal Rannen-Triki Razvan Pascanu J. Bornschein Angeliki Lazaridou E. Gribovskaya MarcÁurelio Ranzato CLL 32 1 0 11 Jul 2023
Domain-Agnostic Neural Architecture for Class Incremental Continual Learning in Document Processing Platform Mateusz Wójcik Witold Ko'sciukiewicz Mateusz Baran Tomasz Kajdanowicz Adam Gonczarek CLL 27 1 0 11 Jul 2023
Advances and Challenges in Meta-Learning: A Technical Review Anna Vettoruzzo Mohamed-Rafik Bouguelia Joaquin Vanschoren Thorsteinn Rögnvaldsson K. Santosh OffRL 29 70 0 10 Jul 2023
Class-Incremental Mixture of Gaussians for Deep Continual Learning Lukasz Korycki Bartosz Krawczyk CLL BDL 23 1 0 09 Jul 2023
Exploring Continual Learning for Code Generation Models Prateek Yadav Q. Sun Hantian Ding Xiaopeng Li Dejiao Zhang ... Parminder Bhatia Ramesh Nallapati M. K. Ramanathan Joey Tianyi Zhou Bing Xiang CLL 37 30 0 05 Jul 2023
Learning to Modulate pre-trained Models in RL Thomas Schmied M. Hofmarcher Fabian Paischer Razvan Pascanu Sepp Hochreiter CLL OffRL 26 14 0 26 Jun 2023
Parameter-Level Soft-Masking for Continual Learning Tatsuya Konishi M. Kurokawa C. Ono Zixuan Ke Gyuhak Kim Bin Liu CLL 20 34 0 26 Jun 2023
Few-Shot Continual Learning via Flat-to-Wide Approaches M. A. Ma'sum Mahardhika Pratama E. Lughofer Lin Liu Habibullah Habibullah Ryszard Kowalczyk VLM CLL 29 4 0 26 Jun 2023
Can Continual Learning Improve Long-Tailed Recognition? Toward a Unified Framework Mahdiyar Molahasani Michael A. Greenspan Ali Etemad 24 2 0 23 Jun 2023
Learnability and Algorithm for Continual Learning Gyuhak Kim Changnan Xiao Tatsuya Konishi Bin Liu CLL 39 24 0 22 Jun 2023
Progressive Fourier Neural Representation for Sequential Video Compilation Haeyong Kang Jaehong Yoon Dahyun Kim Sung Ju Hwang Chang D. Yoo AI4TS 40 2 0 20 Jun 2023
Heterogeneous Continual Learning Divyam Madaan Hongxu Yin Wonmin Byeon Jan Kautz Pavlo Molchanov CLL 29 5 0 14 Jun 2023
One-Shot Machine Unlearning with Mnemonic Code Tomoya Yamashita Masanori Yamada Takashi Shibata MU 13 1 0 09 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 27 2 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 40 121 0 05 Jun 2023
Overcoming the Stability Gap in Continual Learning Md Yousuf Harun Christopher Kanan AI4CE 40 11 0 02 Jun 2023
Approximate Bayesian Class-Conditional Models under Continuous Representation Shift Thomas L. Lee Amos Storkey BDL 24 3 0 30 May 2023
Sit Back and Relax: Learning to Drive Incrementally in All Weather Conditions Stefan Leitner M. Jehanzeb Mirza Wei Lin Jakub Micorek Marc Masana Mateusz Koziñski Horst Possegger Horst Bischof CLL 44 2 0 30 May 2023
Prediction Error-based Classification for Class-Incremental Learning Michal Zajkac Tinne Tuytelaars Gido M. van de Ven CLL 31 8 0 30 May 2023
Learning without Forgetting for Vision-Language Models Da-Wei Zhou Yuanhan Zhang Jingyi Ning Jingyi Ning De-Chuan Zhan De-Chuan Zhan Ziwei Liu VLM CLL 74 37 0 30 May 2023
SHARP: Sparsity and Hidden Activation RePlay for Neuro-Inspired Continual Learning Mustafa Burak Gurbuz J. M. Moorman Constantinos Dovrolis CLL 34 0 0 29 May 2023
Continual Task Allocation in Meta-Policy Network via Sparse Prompting Yijun Yang Tianyi Zhou Jing Jiang Guodong Long Yuhui Shi CLL OffRL 44 9 0 29 May 2023
DeCoR: Defy Knowledge Forgetting by Predicting Earlier Audio Codes Xilin Jiang Yinghao Aaron Li N. Mesgarani CLL 24 1 0 29 May 2023
Backdoor Attacks Against Incremental Learners: An Empirical Evaluation Study Yiqi Zhong Xianming Liu Deming Zhai Junjun Jiang Xiang Ji AAML 20 0 0 28 May 2023
Summarizing Stream Data for Memory-Constrained Online Continual Learning Jianyang Gu Kai Wang Wei Jiang Yang You DD 32 9 0 26 May 2023
Batch Model Consolidation: A Multi-Task Model Consolidation Framework Iordanis Fostiropoulos Jiaye Zhu Laurent Itti MoMe CLL 29 3 0 25 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 Preotiuc-Pietro CLL 26 18 0 25 May 2023
Condensed Prototype Replay for Class Incremental Learning Jiangtao Kong Zhenyu Zong Dinesh Manocha Huajie Shao 29 2 0 25 May 2023
Camera-Incremental Object Re-Identification with Identity Knowledge Evolution Hantao Yao Lu Yu Jifei Luo Changsheng Xu 39 0 0 25 May 2023
SketchOGD: Memory-Efficient Continual Learning Benjamin Wright Youngjae Min Jeremy Bernstein Navid Azizan CLL 28 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 21 10 0 24 May 2023
Meta-Learning Online Adaptation of Language Models Nathan J. Hu E. Mitchell Christopher D. Manning Chelsea Finn KELM 29 34 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 25 1 0 24 May 2023