Continual Learning of Context-dependent Processing in Neural Networks

29 September 2018

Papers citing "Continual Learning of Context-dependent Processing in Neural Networks"

33 / 133 papers shown

Title
Exemplar-free Class Incremental Learning via Discriminative and Comparable One-class Classifiers Wenju Sun Qingyong Li Jing Zhang Danyu Wang Wen Wang Yangli-ao Geng BDL 21 3 0 05 Jan 2022
Recursive Least-Squares Estimator-Aided Online Learning for Visual Tracking Jin Gao Yan Lu Xiaojuan Qi Yutong Kou Bing Li Liang Li Shan Yu Weiming Hu 16 1 0 28 Dec 2021
Continual Learning with Knowledge Transfer for Sentiment Classification Zixuan Ke Bing-Quan Liu Hao Wang Lei Shu CLL 19 30 0 18 Dec 2021
Adapting BERT for Continual Learning of a Sequence of Aspect Sentiment Classification Tasks Zixuan Ke Hu Xu Bing-Quan Liu CLL 237 84 0 06 Dec 2021
CLASSIC: Continual and Contrastive Learning of Aspect Sentiment Classification Tasks Zixuan Ke Bing-Quan Liu Hu Xu Lei Shu CLL 31 55 0 05 Dec 2021
Overcome Anterograde Forgetting with Cycled Memory Networks Jian Peng Dingqi. Ye Bo Tang Yinjie Lei Yu Liu Haifeng Li KELM CLL 23 1 0 04 Dec 2021
Defeating Catastrophic Forgetting via Enhanced Orthogonal Weights Modification Yanni Li Bing Liu Kaicheng Yao Xiaoli Kou Pengfan Lv Yueshen Xu J. Cui CLL 13 0 0 19 Nov 2021
Towards Better Plasticity-Stability Trade-off in Incremental Learning: A Simple Linear Connector Guoliang Lin Hanlu Chu Hanjiang Lai MoMe CLL 29 43 0 15 Oct 2021
Cognitively Inspired Learning of Incremental Drifting Concepts Mohammad Rostami Aram Galstyan CLL 6 16 0 09 Oct 2021
Powerpropagation: A sparsity inducing weight reparameterisation Jonathan Richard Schwarz Siddhant M. Jayakumar Razvan Pascanu P. Latham Yee Whye Teh 90 54 0 01 Oct 2021
Recent Advances of Continual Learning in Computer Vision: An Overview Haoxuan Qu Hossein Rahmani Li Xu Bryan M. Williams Jun Liu VLM CLL 25 73 0 23 Sep 2021
Natural continual learning: success is a journey, not (just) a destination Ta-Chu Kao Kristopher T. Jensen Gido M. van de Ven A. Bernacchia Guillaume Hennequin CLL 23 46 0 15 Jun 2021
One-shot learning of paired association navigation with biologically plausible schemas M Ganesh Kumar Cheston Tan C. Libedinsky S. Yen A. Tan 21 3 0 07 Jun 2021
Addressing catastrophic forgetting for medical domain expansion Sharut Gupta Praveer Singh Ken Chang Liangqiong Qu M. Aggarwal ... J. Patel Charles Lu Christopher P. Bridge D. Rubin Jayashree Kalpathy-Cramer OOD 26 17 0 24 Mar 2021
Training Networks in Null Space of Feature Covariance for Continual Learning Shipeng Wang Xiaorong Li Jian Sun Zongben Xu CLL 31 129 0 12 Mar 2021
Monitoring nonstationary processes based on recursive cointegration analysis and elastic weight consolidation Jingxin Zhang Donghua Zhou Maoyin Chen 28 3 0 21 Jan 2021
Energy-Based Models for Continual Learning Shuang Li Yilun Du Gido M. van de Ven Igor Mordatch 27 42 0 24 Nov 2020
Lifelong Learning Without a Task Oracle A. Rios Laurent Itti CLL 11 12 0 09 Nov 2020
Tuning Convolutional Spiking Neural Network with Biologically-plausible Reward Propagation Tielin Zhang Shuncheng Jia Xiang Cheng Bo Xu 28 47 0 09 Oct 2020
Beneficial Perturbation Network for designing general adaptive artificial intelligence systems Shixian Wen A. Rios Yunhao Ge Laurent Itti OOD AAML 18 18 0 27 Sep 2020
Lifelong Incremental Reinforcement Learning with Online Bayesian Inference Zhi Wang Chunlin Chen D. Dong CLL OffRL 12 55 0 28 Jul 2020
A Biologically Plausible Audio-Visual Integration Model for Continual Learning Wenjie Chen Fengtong Du Ye Wang Lihong Cao CLL 28 0 0 17 Jul 2020
AE-Net: Autonomous Evolution Image Fusion Method Inspired by Human Cognitive Mechanism Aiqing Fang Xinbo Zhao Jiaqi Yang Shihao Cao Yanning Zhang DiffM 14 3 0 17 Jul 2020
MgSvF: Multi-Grained Slow vs. Fast Framework for Few-Shot Class-Incremental Learning Hanbin Zhao Yongjian Fu Mintong Kang Qi Tian Fei Wu Xi Li CLL 23 98 0 28 Jun 2020
GAN Memory with No Forgetting Yulai Cong Miaoyun Zhao Jianqiao Li Sijia Wang Lawrence Carin CLL 13 116 0 13 Jun 2020
Self-Supervised Learning Aided Class-Incremental Lifelong Learning Song Zhang Gehui Shen Jinsong Huang Zhihong Deng CLL 25 14 0 10 Jun 2020
Continuous learning of face attribute synthesis X. Ning Shaohui Xu Xiaoli Dong Weijun Li Fangzhe Nan Yuanzhou Yao CVBM GAN 11 7 0 15 Apr 2020
Disturbance-immune Weight Sharing for Neural Architecture Search Shuaicheng Niu Jiaxiang Wu Yifan Zhang Yong Guo P. Zhao Junzhou Huang Mingkui Tan 15 27 0 29 Mar 2020
SPACE: Structured Compression and Sharing of Representational Space for Continual Learning Gobinda Saha Isha Garg Aayush Ankit Kaushik Roy CLL 14 22 0 23 Jan 2020
A Cross-Modal Image Fusion Method Guided by Human Visual Characteristics Aiqing Fang Xinbo Zhao Jiaqi Yang Yanning Zhang 13 6 0 18 Dec 2019
A Conceptual Framework for Lifelong Learning Charles X. Ling Tanner A. Bohn CLL 17 3 0 21 Nov 2019
Improved Schemes for Episodic Memory-based Lifelong Learning Yunhui Guo Mingrui Liu Tianbao Yang Tajana Simunic CLL 28 9 0 25 Sep 2019
Spiking Neural Predictive Coding for Continual Learning from Data Streams Alexander Ororbia 19 25 0 23 Aug 2019