Rotate your Networks: Better Weight Consolidation and Less Catastrophic
Forgetting

Rotate your Networks: Better Weight Consolidation and Less Catastrophic Forgetting

8 February 2018

Joost van de Weijer

Antonio M. López

Andrew D. Bagdanov

Papers citing "Rotate your Networks: Better Weight Consolidation and Less Catastrophic Forgetting"

12 / 62 papers shown

Title
BooVAE: Boosting Approach for Continual Learning of VAE Anna Kuzina Evgenii Egorov Evgeny Burnaev CLL 29 24 0 30 Aug 2019
Overcoming Catastrophic Forgetting by Neuron-level Plasticity Control Inyoung Paik Sangjun Oh Taeyeong Kwak Injung Kim CLL 37 49 0 31 Jul 2019
Meta-Learning Representations for Continual Learning Khurram Javed Martha White KELM CLL 20 318 0 29 May 2019
Class-incremental Learning via Deep Model Consolidation Junting Zhang Jie Zhang Shalini Ghosh Dawei Li Serafettin Tasci Larry Heck Heming Zhang C.-C. Jay Kuo CLL 27 335 0 19 Mar 2019
Sentence Embedding Alignment for Lifelong Relation Extraction Hong Wang Wenhan Xiong Mo Yu Xiaoxiao Guo Shiyu Chang William Yang Wang CLL 29 133 0 06 Mar 2019
Towards Training Recurrent Neural Networks for Lifelong Learning Shagun Sodhani A. Chandar Yoshua Bengio CLL 27 19 0 16 Nov 2018
Incremental Learning for Semantic Segmentation of Large-Scale Remote Sensing Data O. Tasar Y. Tarabalka Pierre Alliez CLL 35 127 0 29 Oct 2018
Memory Replay GANs: learning to generate images from new categories without forgetting Chenshen Wu Luis Herranz Xialei Liu Yaxing Wang Joost van de Weijer Bogdan Raducanu CLL VLM GAN 19 194 0 06 Sep 2018
Metric Learning for Novelty and Anomaly Detection Marc Masana Idoia Ruiz J. Serrat Joost van de Weijer Antonio M. López OODD 33 80 0 16 Aug 2018
DynMat, a network that can learn after learning J. H. Lee OffRL 41 5 0 16 Jun 2018
Selfless Sequential Learning Rahaf Aljundi Marcus Rohrbach Tinne Tuytelaars CLL 35 114 0 14 Jun 2018
Fast Approximate Natural Gradient Descent in a Kronecker-factored Eigenbasis Thomas George César Laurent Xavier Bouthillier Nicolas Ballas Pascal Vincent ODL 29 150 0 11 Jun 2018