Dendritic Self-Organizing Maps for Continual Learning

Dendritic Self-Organizing Maps for Continual Learning

18 October 2021

Spyridon Chavlis

Panayiota Poirazi

Papers citing "Dendritic Self-Organizing Maps for Continual Learning"

13 / 13 papers shown

Title
Class-Incremental Learning with Generative Classifiers Gido M. van de Ven Zhe Li A. Tolias BDL 56 58 0 20 Apr 2021
The Hateful Memes Challenge: Detecting Hate Speech in Multimodal Memes Douwe Kiela Hamed Firooz Aravind Mohan Vedanuj Goswami Amanpreet Singh Pratik Ringshia Davide Testuggine 54 597 0 10 May 2020
Toward Understanding Catastrophic Forgetting in Continual Learning Cuong V Nguyen Alessandro Achille Michael Lam Tal Hassner Vijay Mahadevan Stefano Soatto 20 92 0 02 Aug 2019
Continual Learning with Self-Organizing Maps P. Bashivan Martin Schrimpf R. Ajemian Irina Rish Matthew D Riemer Y. Tu CLL 16 11 0 19 Apr 2019
Three scenarios for continual learning Gido M. van de Ven A. Tolias CLL 47 881 0 15 Apr 2019
On Tiny Episodic Memories in Continual Learning Arslan Chaudhry Marcus Rohrbach Mohamed Elhoseiny Thalaiyasingam Ajanthan P. Dokania Philip Torr MarcÁurelio Ranzato CLL 54 395 0 27 Feb 2019
Experience Replay for Continual Learning David Rolnick Arun Ahuja Jonathan Richard Schwarz Timothy Lillicrap Greg Wayne CLL 49 1,127 0 28 Nov 2018
Continuous Learning in Single-Incremental-Task Scenarios Davide Maltoni Vincenzo Lomonaco CLL 58 307 0 22 Jun 2018
Alleviating catastrophic forgetting using context-dependent gating and synaptic stabilization Nicolas Y. Masse Gregory D. Grant David J. Freedman 41 281 0 02 Feb 2018
Fashion-MNIST: a Novel Image Dataset for Benchmarking Machine Learning Algorithms Han Xiao Kashif Rasul Roland Vollgraf 69 8,807 0 25 Aug 2017
Continual Learning with Deep Generative Replay Hanul Shin Jung Kwon Lee Jaehong Kim Jiwon Kim KELM CLL 52 2,051 0 24 May 2017
Overcoming catastrophic forgetting in neural networks J. Kirkpatrick Razvan Pascanu Neil C. Rabinowitz J. Veness Guillaume Desjardins ... A. Grabska-Barwinska Demis Hassabis Claudia Clopath D. Kumaran R. Hadsell CLL 180 7,410 0 02 Dec 2016
Learning without Forgetting Zhizhong Li Derek Hoiem CLL OOD SSL 207 4,357 0 29 Jun 2016