Continual Learning From a Stream of APIs

被引：0

作者：

Yang, Enneng ^{[1
]}

Wang, Zhenyi ^{[2
]}

Shen, Li ^{[3
,4
]}

Yin, Nan ^{[5
]}

Liu, Tongliang ^{[6
]}

Guo, Guibing ^{[1
]}

Wang, Xingwei ^{[1
]}

Tao, Dacheng ^{[7
]}

机构：

[1] Northeastern University, Shenyang,110004, China

[2] University Of Maryland, College Park,MD,20742, United States

[3] Sun Yat-sen University, Guangzhou,510275, China

[4] Jd Explore Academy, Beijing,101111, China

[5] Mohamed Bin Zayed University Of Artificial Intelligence, Abu Dhabi, United Arab Emirates

[6] University Of Sydney, Camperdown,NSW,2050, Australia

[7] Nanyang Technological University, 639798, Singapore

来源：

IEEE Transactions on Pattern Analysis and Machine Intelligence | 2024年 / 46卷 / 12期

基金：

中国国家自然科学基金;

关键词：

Contrastive Learning - Federated learning;

D O I：

10.1109/TPAMI.2024.3460871

中图分类号：

学科分类号：

摘要：

引用

页码：11432 / 11445

共 50 条

[1] Ex-Model: Continual Learning from a Stream of Trained Models
Carta, Antonio
Cossu, Andrea
Lomonaco, Vincenzo
Bacciu, Davide
2022 IEEE/CVF CONFERENCE ON COMPUTER VISION AND PATTERN RECOGNITION WORKSHOPS, CVPRW 2022, 2022, : 3789 - 3798
[2] Online Continual Learning on a Contaminated Data Stream with Blurry Task Boundaries
Bang, Jihwan
Koh, Hyunseo
Park, Seulki
Song, Hwanjun
Ha, Jung-Woo
Choi, Jonghyun
2022 IEEE/CVF CONFERENCE ON COMPUTER VISION AND PATTERN RECOGNITION (CVPR), 2022, : 9265 - 9274
[3] Few-Sample and Adversarial Representation Learning for Continual Stream Mining
Wang, Zhuoyi
Wang, Yigong
Lin, Yu
Delord, Evan
Latifur, Khan
WEB CONFERENCE 2020: PROCEEDINGS OF THE WORLD WIDE WEB CONFERENCE (WWW 2020), 2020, : 718 - 728
[4] Summarizing Stream Data for Memory-Constrained Online Continual Learning
Gu, Jianyang
Wang, Kai
Jiang, Wei
You, Yang
THIRTY-EIGHTH AAAI CONFERENCE ON ARTIFICIAL INTELLIGENCE, VOL 38 NO 11, 2024, : 12217 - 12225
[5] Insights from the Future for Continual Learning
Douillard, Arthur
Valle, Eduardo
Ollion, Charles
Robert, Thomas
Cord, Matthieu
2021 IEEE/CVF CONFERENCE ON COMPUTER VISION AND PATTERN RECOGNITION WORKSHOPS, CVPRW 2021, 2021, : 3477 - 3486
[6] Continual Predictive Learning from Videos
Chen, Geng
Zhang, Wendong
Lu, Han
Gao, Siyu
Wang, Yunbo
Long, Mingsheng
Yang, Xiaokang
2022 IEEE/CVF CONFERENCE ON COMPUTER VISION AND PATTERN RECOGNITION (CVPR), 2022, : 10718 - 10727
[7] CIFDM: Continual and Interactive Feature Distillation for Multi-Label Stream Learning
Wang, Yigong
Wang, Zhuoyi
Lin, Yu
Khan, Latifur
Li, Dingcheng
SIGIR '21 - PROCEEDINGS OF THE 44TH INTERNATIONAL ACM SIGIR CONFERENCE ON RESEARCH AND DEVELOPMENT IN INFORMATION RETRIEVAL, 2021, : 2121 - 2125
[8] CONTINUAL LEARNING
BROWN, WE
JOURNAL OF THE AMERICAN DENTAL ASSOCIATION, 1965, 71 (04): : 935 - &
[9] Continual learning
King, Denise
JOURNAL OF EMERGENCY NURSING, 2008, 34 (04) : 283 - 283
[10] Generative Models from the perspective of Continual Learning
Lesort, Timothee
Caselles-Dupre, Hugo
Garcia-Ortiz, Michael
Stoian, Andrei
Filliat, David
2019 INTERNATIONAL JOINT CONFERENCE ON NEURAL NETWORKS (IJCNN), 2019,

← 1 2 3 4 5 →