Efficient Lifelong Learning with A-GEM

2 December 2018

Papers citing "Efficient Lifelong Learning with A-GEM"

50 / 679 papers shown

Title
Lifelong Language Pretraining with Distribution-Specialized Experts Wuyang Chen Yan-Quan Zhou Nan Du Yanping Huang James Laudon Z. Chen Claire Cu KELM 21 48 0 20 May 2023
Rapid Adaptation in Online Continual Learning: Are We Evaluating It Right? Hasan Hammoud Ameya Prabhu Ser-Nam Lim Philip H. S. Torr Adel Bibi Bernard Ghanem CLL 108 16 0 16 May 2023
Online Continual Learning Without the Storage Constraint Ameya Prabhu Zhipeng Cai P. Dokania Philip H. S. Torr V. Koltun Ozan Sener CLL 118 31 0 16 May 2023
Continual Multimodal Knowledge Graph Construction Xiang Chen Jintian Zhang Xiaohan Wang Ningyu Zhang Tongtong Wu Luo Si Yongheng Wang Huajun Chen KELM CLL 27 14 0 15 May 2023
DAC-MR: Data Augmentation Consistency Based Meta-Regularization for Meta-Learning Jun Shu Xiang Yuan Deyu Meng Zongben Xu 28 4 0 13 May 2023
Improving Continual Relation Extraction by Distinguishing Analogous Semantics Wenzheng Zhao Yuanning Cui Wei Hu CLL 15 12 0 11 May 2023
Serial Contrastive Knowledge Distillation for Continual Few-shot Relation Extraction Xin-Yue Wang Zitao Wang Wei Hu CLL BDL 23 11 0 11 May 2023
Domain Incremental Lifelong Learning in an Open World Yinpei Dai Hao Lang Yinhe Zheng Yu Bowen Fei Huang Yongbin Li CLL 25 5 0 11 May 2023
Accelerating Batch Active Learning Using Continual Learning Techniques Arnav M. Das Gantavya Bhatt M. Bhalerao Vianne R. Gao Rui Yang J. Bilmes VLM CLL 24 10 0 10 May 2023
Active Continual Learning: On Balancing Knowledge Retention and Learnability Thuy-Trang Vu Shahram Khadivi Mahsa Ghorbanali Dinh Q. Phung Gholamreza Haffari CLL 11 3 0 06 May 2023
DualHSIC: HSIC-Bottleneck and Alignment for Continual Learning Zifeng Wang Zheng Zhan Yifan Gong Yucai Shao Stratis Ioannidis Yanzhi Wang Jennifer Dy CLL 52 10 0 30 Apr 2023
Gradient-based Maximally Interfered Retrieval for Domain Incremental 3D Object Detection Barza Nisar Hruday Vishal Kanna Anand Steven L. Waslander 27 1 0 27 Apr 2023
SequeL: A Continual Learning Library in PyTorch and JAX Nikolaos Dimitriadis F. Fleuret P. Frossard 20 1 0 21 Apr 2023
A baseline on continual learning methods for video action recognition Giulia Castagnolo C. Spampinato Francesco Rundo Daniela Giordano S. Palazzo CLL 24 2 0 20 Apr 2023
Regularizing Second-Order Influences for Continual Learning Zhicheng Sun Yadong Mu G. Hua CLL 9 22 0 20 Apr 2023
Open-World Continual Learning: Unifying Novelty Detection and Continual Learning Gyuhak Kim Changnan Xiao Tatsuya Konishi Zixuan Ke Bin Liu CLL OODD 29 12 0 20 Apr 2023
Adapter Learning in Pretrained Feature Extractor for Continual Learning of Diseases Wentao Zhang Yujun Huang Tong Zhang Qingsong Zou Weishi Zheng Ruixuan Wang CLL MedIm 18 11 0 18 Apr 2023
A Study of Biologically Plausible Neural Network: The Role and Interactions of Brain-Inspired Mechanisms in Continual Learning F. Sarfraz Elahe Arani Bahram Zonooz 27 2 0 13 Apr 2023
Continual Diffusion: Continual Customization of Text-to-Image Diffusion with C-LoRA James Smith Yen-Chang Hsu Lingyu Zhang Ting Hua Z. Kira Yilin Shen Hongxia Jin DiffM 131 95 0 12 Apr 2023
Few-shot Class-incremental Learning for Cross-domain Disease Classification Han Yang Weijian Huang Jiarun Liu Cheng Li Shanshan Wang CLL 29 4 0 12 Apr 2023
Task Difficulty Aware Parameter Allocation & Regularization for Lifelong Learning Wenjin Wang Yunqing Hu Qianglong Chen Yin Zhang CLL 32 13 0 11 Apr 2023
PCR: Proxy-based Contrastive Replay for Online Class-Incremental Continual Learning Huiwei Lin Baoquan Zhang Shanshan Feng Xutao Li Yunming Ye CLL 19 53 0 10 Apr 2023
Does Continual Learning Equally Forget All Parameters? Haiyan Zhao Tianyi Zhou Guodong Long Jing Jiang Chengqi Zhang CLL KELM 32 13 0 09 Apr 2023
Exploring Data Geometry for Continual Learning Zhi Gao C. Xu Feng Li Yunde Jia Mehrtash Harandi Yuwei Wu CLL 21 9 0 08 Apr 2023
Continual Detection Transformer for Incremental Object Detection Yaoyao Liu Bernt Schiele Andrea Vedaldi Christian Rupprecht CLL 11 52 0 06 Apr 2023
I2I: Initializing Adapters with Improvised Knowledge Tejas Srinivasan Furong Jia Mohammad Rostami Jesse Thomason CLL 26 6 0 04 Apr 2023
Learning with Fantasy: Semantic-Aware Virtual Contrastive Constraint for Few-Shot Class-Incremental Learning Zeyin Song Yifan Zhao Yujun Shi Peixi Peng Liuliang Yuan Yonghong Tian CLL 19 58 0 02 Apr 2023
Kaizen: Practical Self-supervised Continual Learning with Continual Fine-tuning Chi Ian Tang Lorena Qendro Dimitris Spathis F. Kawsar Cecilia Mascolo Akhil Mathur CLL 22 10 0 30 Mar 2023
How Efficient Are Today's Continual Learning Algorithms? Md Yousuf Harun Jhair Gallardo Tyler L. Hayes Christopher Kanan 16 22 0 29 Mar 2023
CoDeC: Communication-Efficient Decentralized Continual Learning Sakshi Choudhary Sai Aparna Aketi Gobinda Saha Kaushik Roy CLL 45 3 0 27 Mar 2023
Forget-free Continual Learning with Soft-Winning SubNetworks Haeyong Kang Jaehong Yoon Sultan Rizky Hikmawan Madjid Sung Ju Hwang Chang-Dong Yoo CLL 31 4 0 27 Mar 2023
Prototype-Sample Relation Distillation: Towards Replay-Free Continual Learning Nader Asadi Mohammad Davar Sudhir Mudur Rahaf Aljundi Eugene Belilovsky CLL 34 35 0 26 Mar 2023
Preserving Linear Separability in Continual Learning by Backward Feature Projection Qiao Gu Dongsub Shim Florian Shkurti CLL KELM 13 10 0 26 Mar 2023
Remind of the Past: Incremental Learning with Analogical Prompts Zhiheng Ma Xiaopeng Hong Beinan Liu Yabin Wang Pinyue Guo Huiyun Li CLL 26 1 0 24 Mar 2023
Adiabatic replay for continual learning Alexander Krawczyk A. Gepperth 32 2 0 23 Mar 2023
AdaCL:Adaptive Continual Learning Elif Ceren Gok Murat Onur Yildirim Mert Kilickaya Joaquin Vanschoren CLL 44 1 0 23 Mar 2023
Continual Learning in the Presence of Spurious Correlation Donggyu Lee Sangwon Jung Taesup Moon CLL 22 2 0 21 Mar 2023
Assessor-Guided Learning for Continual Environments M. A. Ma'sum Mahardhika Pratama E. Lughofer Weiping Ding W. Jatmiko 23 13 0 21 Mar 2023
Computationally Budgeted Continual Learning: What Does Matter? Ameya Prabhu Hasan Hammoud P. Dokania Philip H. S. Torr Ser-Nam Lim Bernard Ghanem Adel Bibi CLL 30 61 0 20 Mar 2023
Non-Exemplar Online Class-incremental Continual Learning via Dual-prototype Self-augment and Refinement Fushuo Huo Wenchao Xu Jingcai Guo Haozhao Wang Yunfeng Fan Song Guo CLL 53 16 0 20 Mar 2023
SIESTA: Efficient Online Continual Learning with Sleep Md Yousuf Harun Jhair Gallardo Tyler L. Hayes Ronald Kemker Christopher Kanan CLL 45 18 0 19 Mar 2023
Fixed Design Analysis of Regularization-Based Continual Learning Haoran Li Jingfeng Wu Vladimir Braverman CLL 26 9 0 17 Mar 2023
From MNIST to ImageNet and Back: Benchmarking Continual Curriculum Learning Kamil Faber Dominik Zurek Marcin Pietroñ Nathalie Japkowicz Antonio Vergari Roberto Corizzo CLL 18 8 0 16 Mar 2023
Steering Prototypes with Prompt-tuning for Rehearsal-free Continual Learning Zhuowei Li Long Zhao Zizhao Zhang Han Zhang Diya Liu Ting Liu Dimitris N. Metaxas CLL VLM 32 20 0 16 Mar 2023
Is forgetting less a good inductive bias for forward transfer? Jiefeng Chen Timothy Nguyen Dilan Görür Arslan Chaudhry CLL 57 14 0 14 Mar 2023
DualMix: Unleashing the Potential of Data Augmentation for Online Class-Incremental Learning Yunfeng Fan Wenchao Xu Haozhao Wang Jiaqi Zhu Junxiao Wang Song Guo CLL 14 0 0 14 Mar 2023
ICICLE: Interpretable Class Incremental Continual Learning Dawid Rymarczyk Joost van de Weijer Bartosz Zieliñski Bartlomiej Twardowski CLL 26 28 0 14 Mar 2023
Lifelong Continual Learning for Anomaly Detection: New Challenges, Perspectives, and Insights Kamil Faber Roberto Corizzo B. Sniezynski Nathalie Japkowicz 29 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 14 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 30 99 0 13 Mar 2023