Overcoming Catastrophic Forgetting with Unlabeled Data in the Wild

Overcoming Catastrophic Forgetting with Unlabeled Data in the Wild

29 March 2019

Papers citing "Overcoming Catastrophic Forgetting with Unlabeled Data in the Wild"

18 / 118 papers shown

Title
Self-Training for Class-Incremental Semantic Segmentation Lu Yu Xialei Liu Joost van de Weijer CLL SSL 20 54 0 06 Dec 2020
Association: Remind Your GAN not to Forget Yi Gu Jie Li Yuting Gao Ruoxin Chen Chentao Wu Feiyang Cai Chao Wang Zirui Zhang CLL 21 0 0 27 Nov 2020
Class-incremental learning: survey and performance evaluation on image classification Marc Masana Xialei Liu Bartlomiej Twardowski Mikel Menta Andrew D. Bagdanov Joost van de Weijer CLL 23 660 0 28 Oct 2020
What is Wrong with Continual Learning in Medical Image Segmentation? Camila González Nick Lemke G. Sakas Anirban Mukhopadhyay CLL 18 31 0 21 Oct 2020
Few-Shot Unsupervised Continual Learning through Meta-Examples Alessia Bertugli Stefano Vincenzi Simone Calderara Andrea Passerini CLL SSL 16 8 0 17 Sep 2020
Memory Efficient Class-Incremental Learning for Image Classification Hanbin Zhao Haibo Wang Yongjian Fu Fei Wu Xi Li CLL VLM 9 72 0 04 Aug 2020
RSAC: Regularized Subspace Approximation Classifier for Lightweight Continuous Learning Chih-Hsing Ho Shang-Ho S. Tsai CLL 11 0 0 03 Jul 2020
Knowledge Distillation: A Survey Jianping Gou B. Yu Stephen J. Maybank Dacheng Tao VLM 19 2,835 0 09 Jun 2020
Self-supervised Robust Object Detectors from Partially Labelled Datasets Mahdieh Abbasi D. Laurendeau Christian Gagné ObjD 9 3 0 23 May 2020
Dropout as an Implicit Gating Mechanism For Continual Learning Seyed Iman Mirzadeh Mehrdad Farajtabar H. Ghasemzadeh CLL 10 42 0 24 Apr 2020
SS-IL: Separated Softmax for Incremental Learning Hongjoon Ahn Jihwan Kwak S. Lim Hyeonsu Bang Hyojun Kim Taesup Moon CLL 6 175 0 31 Mar 2020
Overcoming Long-term Catastrophic Forgetting through Adversarial Neural Pruning and Synaptic Consolidation Jian-wei Peng Bo Tang Jiang Hao Zhuo Li Yinjie Lei Tao R. Lin Haifeng Li AAML CLL 25 36 0 19 Dec 2019
REMIND Your Neural Network to Prevent Catastrophic Forgetting Tyler L. Hayes Kushal Kafle Robik Shrestha Manoj Acharya Christopher Kanan CLL 29 294 0 06 Oct 2019
Improved Schemes for Episodic Memory-based Lifelong Learning Yunhui Guo Mingrui Liu Tianbao Yang Tajana Simunic CLL 20 9 0 25 Sep 2019
Lifelong Machine Learning with Deep Streaming Linear Discriminant Analysis Tyler L. Hayes Christopher Kanan CLL 19 142 0 04 Sep 2019
Uncertainty-guided Continual Learning with Bayesian Neural Networks Sayna Ebrahimi Mohamed Elhoseiny Trevor Darrell Marcus Rohrbach CLL BDL 16 195 0 06 Jun 2019
Sequential mastery of multiple visual tasks: Networks naturally learn to learn and forget to forget Guy Davidson Michael C. Mozer CLL 13 23 0 26 May 2019
Three scenarios for continual learning Gido M. van de Ven A. Tolias CLL 4 870 0 15 Apr 2019