Efficient Lifelong Learning with A-GEM

2 December 2018

Papers citing "Efficient Lifelong Learning with A-GEM"

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Title
DualMix: Unleashing the Potential of Data Augmentation for Online Class-Incremental Learning Yunfeng Fan Wenchao Xu Yining Qi Jiaqi Zhu Junxiao Wang Song Guo CLL 19 0 0 14 Mar 2023
ICICLE: Interpretable Class Incremental Continual Learning Dawid Rymarczyk Joost van de Weijer Bartosz Zieliñski Bartlomiej Twardowski CLL 34 28 0 14 Mar 2023
Lifelong Continual Learning for Anomaly Detection: New Challenges, Perspectives, and Insights Kamil Faber Roberto Corizzo B. Sniezynski Nathalie Japkowicz 42 9 0 14 Mar 2023
Efficient Self-supervised Continual Learning with Progressive Task-correlated Layer Freezing Li Yang Sen Lin Fan Zhang Junshan Zhang Deliang Fan CLL 22 6 0 13 Mar 2023
Revisiting Class-Incremental Learning with Pre-Trained Models: Generalizability and Adaptivity are All You Need Da-Wei Zhou Han-Jia Ye De-Chuan Zhan Ziwei Liu CLL 38 101 0 13 Mar 2023
TARGET: Federated Class-Continual Learning via Exemplar-Free Distillation Jie M. Zhang Chen Chen Weiming Zhuang Lingjuan Lv CLL FedML 33 47 0 13 Mar 2023
Your representations are in the network: composable and parallel adaptation for large scale models Yonatan Dukler Alessandro Achille Hao Yang Varsha Vivek L. Zancato Benjamin Bowman Avinash Ravichandran Charless C. Fowlkes A. Swaminathan Stefano Soatto 33 3 0 07 Mar 2023
Centroid Distance Distillation for Effective Rehearsal in Continual Learning Daofeng Liu Fan Lyu Linyan Li Zhenping Xia Fuyuan Hu 27 4 0 06 Mar 2023
Improving Representational Continuity via Continued Pretraining Michael Sun Ananya Kumar Divyam Madaan Percy Liang CLL 19 2 0 26 Feb 2023
New Insights for the Stability-Plasticity Dilemma in Online Continual Learning Dahuin Jung Dongjin Lee Sunwon Hong Hyemi Jang Ho Bae Sungroh Yoon CLL 34 14 0 17 Feb 2023
New Insights on Relieving Task-Recency Bias for Online Class Incremental Learning Guoqiang Liang Zhaojie Chen Zhaoqiang Chen Shiyu Ji Yanning Zhang CLL 35 11 0 16 Feb 2023
Theory on Forgetting and Generalization of Continual Learning Sen Lin Peizhong Ju Yitao Liang Ness B. Shroff CLL 42 40 0 12 Feb 2023
Continual Learning with Scaled Gradient Projection Gobinda Saha Kaushik Roy CLL 19 27 0 02 Feb 2023
Real-Time Evaluation in Online Continual Learning: A New Hope Yasir Ghunaim Adel Bibi Kumail Alhamoud Motasem Alfarra Hasan Hammoud Ameya Prabhu Philip Torr Guohao Li CLL 29 39 0 02 Feb 2023
Online Continual Learning via the Knowledge Invariant and Spread-out Properties Ya-nan Han Jian-wei Liu CLL 40 7 0 02 Feb 2023
Algorithm Design for Online Meta-Learning with Task Boundary Detection Daouda Sow Sen Lin Yitao Liang Junshan Zhang OOD 48 1 0 02 Feb 2023
Continual Segment: Towards a Single, Unified and Accessible Continual Segmentation Model of 143 Whole-body Organs in CT Scans Zhanghexuan Ji Dazhou Guo Puyang Wang Ke Yan Le Lu ... Qifeng Wang J. Ge Mingchen Gao X. Ye D. Jin OOD 27 19 0 01 Feb 2023
A Comprehensive Survey of Continual Learning: Theory, Method and Application Liyuan Wang Xingxing Zhang Hang Su Jun Zhu KELM CLL 63 611 0 31 Jan 2023
Continual Learning for Predictive Maintenance: Overview and Challenges J. Hurtado Dario Salvati Rudy Semola Mattia Bosio Vincenzo Lomonaco 34 32 0 29 Jan 2023
Progressive Prompts: Continual Learning for Language Models Anastasia Razdaibiedina Yuning Mao Rui Hou Madian Khabsa M. Lewis Amjad Almahairi VLM KELM CLL 29 127 0 29 Jan 2023
Restricted Orthogonal Gradient Projection for Continual Learning Zeyuan Yang Zonghan Yang Peng Li Yang Liu CLL 34 4 0 28 Jan 2023
Class-Incremental Learning with Repetition Hamed Hemati Andrea Cossu Antonio Carta J. Hurtado Lorenzo Pellegrini D. Bacciu Vincenzo Lomonaco Damian Borth 49 10 0 26 Jan 2023
Uncertainty-Aware Distillation for Semi-Supervised Few-Shot Class-Incremental Learning Yawen Cui Wanxia Deng Haoyu Chen Li Liu CLL 24 24 0 24 Jan 2023
RMM: Reinforced Memory Management for Class-Incremental Learning Yaoyao Liu Bernt Schiele Qianru Sun CLL 37 93 0 14 Jan 2023
Online Class-Incremental Learning For Real-World Food Image Classification S. Raghavan Jiangpeng He F. Zhu CLL 68 14 0 12 Jan 2023
Dynamically Modular and Sparse General Continual Learning Arnav Varma Elahe Arani Bahram Zonooz 18 1 0 02 Jan 2023
Self-Activating Neural Ensembles for Continual Reinforcement Learning Sam Powers Eliot Xing Abhinav Gupta KELM CLL 32 5 0 31 Dec 2022
A Unified Object Counting Network with Object Occupation Prior Shengqin Jiang Qing Wang Fengna Cheng Yuankai Qi Qingshan Liu 40 7 0 29 Dec 2022
Saliency-Augmented Memory Completion for Continual Learning Guangji Bai Chen Ling Yuyang Gao Liang Zhao CLL 45 4 0 26 Dec 2022
Re-basin via implicit Sinkhorn differentiation F. Guerrero-Peña H. R. Medeiros Thomas Dubail Masih Aminbeidokhti Eric Granger M. Pedersoli MoMe 26 44 0 22 Dec 2022
Lifelong Reinforcement Learning with Modulating Masks Eseoghene Ben-Iwhiwhu Saptarshi Nath Praveen K. Pilly Soheil Kolouri Andrea Soltoggio CLL OffRL 37 20 0 21 Dec 2022
DSI++: Updating Transformer Memory with New Documents Sanket Vaibhav Mehta Jai Gupta Yi Tay Mostafa Dehghani Vinh Q. Tran J. Rao Marc Najork Emma Strubell Donald Metzler CLL 34 39 0 19 Dec 2022
Task-Adaptive Saliency Guidance for Exemplar-free Class Incremental Learning Xialei Liu Jiang-Tian Zhai Andrew D. Bagdanov Ke Li Mingg-Ming Cheng CLL 33 4 0 16 Dec 2022
3rd Continual Learning Workshop Challenge on Egocentric Category and Instance Level Object Understanding Lorenzo Pellegrini Chenchen Zhu Fanyi Xiao Zhicheng Yan Antonio Carta Matthias De Lange Vincenzo Lomonaco Roshan Sumbaly Pau Rodríguez López David Vazquez CLL 27 6 0 13 Dec 2022
Instance-Conditional Timescales of Decay for Non-Stationary Learning Nishant Jain Pradeep Shenoy 33 3 0 12 Dec 2022
A soft nearest-neighbor framework for continual semi-supervised learning Zhiqi Kang Enrico Fini Moin Nabi Elisa Ricci Alahari Karteek SSL BDL CLL 36 17 0 09 Dec 2022
PIVOT: Prompting for Video Continual Learning Andrés Villa Juan Carlos León Alcázar Motasem Alfarra Kumail Alhamoud J. Hurtado Fabian Caba Heilbron Alvaro Soto Guohao Li VLM CLL 45 45 0 09 Dec 2022
Open World DETR: Transformer based Open World Object Detection Na Dong Yongqiang Zhang Mingli Ding G. Lee 22 10 0 06 Dec 2022
FedKNOW: Federated Continual Learning with Signature Task Knowledge Integration at Edge Yaxin Luopan Rui Han Qinglong Zhang Chi Harold Liu Guoren Wang FedML 26 18 0 04 Dec 2022
Learning Label Modular Prompts for Text Classification in the Wild Hailin Chen Amrita Saha Chenyu You Steven C. H. Hoi OOD VLM 26 5 0 30 Nov 2022
Continual Learning with Optimal Transport based Mixture Model Quyen Tran Hoang Phan Khoat Than Dinh Q. Phung Trung Le CLL 21 1 0 30 Nov 2022
SimCS: Simulation for Domain Incremental Online Continual Segmentation Motasem Alfarra Zhipeng Cai Adel Bibi Guohao Li Matthias Müller CLL 27 4 0 29 Nov 2022
Learning to Learn: How to Continuously Teach Humans and Machines Parantak Singh You Li Ankur Sikarwar Weixian Lei Daniel Gao Morgan B. Talbot Ying Sun Mike Zheng Shou Gabriel Kreiman Mengmi Zhang CLL 18 6 0 28 Nov 2022
Progressive Learning without Forgetting Tao Feng Hangjie Yuan Mang Wang Ziyuan Huang Ang Bian Jianzhou Zhang CLL KELM 44 4 0 28 Nov 2022
Neural Architecture for Online Ensemble Continual Learning Mateusz Wójcik Witold Ko'sciukiewicz Tomasz Kajdanowicz Adam Gonczarek CLL 29 1 0 27 Nov 2022
Multi-Label Continual Learning using Augmented Graph Convolutional Network Kaile Du Fan Lyu Linyan Li Fuyuan Hu Wei Feng Fenglei Xu Xuefeng Xi Hanjing Cheng CLL 35 13 0 27 Nov 2022
Wild-Time: A Benchmark of in-the-Wild Distribution Shift over Time Huaxiu Yao Caroline Choi Bochuan Cao Yoonho Lee Pang Wei Koh Chelsea Finn OOD 27 75 0 25 Nov 2022
CoMFormer: Continual Learning in Semantic and Panoptic Segmentation Fabio Cermelli Matthieu Cord Arthur Douillard CLL VLM 32 20 0 25 Nov 2022
Neural Weight Search for Scalable Task Incremental Learning Jian Jiang Oya Celiktutan CLL 27 7 0 24 Nov 2022
CODA-Prompt: COntinual Decomposed Attention-based Prompting for Rehearsal-Free Continual Learning James Smith Leonid Karlinsky V. Gutta Paola Cascante-Bonilla Donghyun Kim Assaf Arbelle Yikang Shen Rogerio Feris Z. Kira CLL VPVLM VLM 43 263 0 23 Nov 2022