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Learning without Forgetting

29 June 2016

Papers citing "Learning without Forgetting"

50 / 2,270 papers shown

Title
CLOPS: Continual Learning of Physiological Signals Dani Kiyasseh T. Zhu David Clifton 65 7 0 20 Apr 2020
Boosting Deep Open World Recognition by Clustering Dario Fontanel Fabio Cermelli Massimiliano Mancini Samuel Rota Buló Elisa Ricci Barbara Caputo 81 21 0 20 Apr 2020
Generative Feature Replay For Class-Incremental Learning Xialei Liu Chenshen Wu Mikel Menta Luis Herranz Bogdan Raducanu Andrew D. Bagdanov Shangling Jui Joost van de Weijer CLL 64 156 0 20 Apr 2020
Dark Experience for General Continual Learning: a Strong, Simple Baseline Pietro Buzzega Matteo Boschini Angelo Porrello Davide Abati Simone Calderara BDL CLL 91 928 0 15 Apr 2020
Compositional Visual Generation and Inference with Energy Based Models Yilun Du Shuang Li Igor Mordatch CoGe 82 23 0 13 Apr 2020
Feature Lenses: Plug-and-play Neural Modules for Transformation-Invariant Visual Representations Shaohua Li Xiuchao Sui Jie Fu Yong Liu Rick Siow Mong Goh 31 3 0 12 Apr 2020
Exploring Optimal Deep Learning Models for Image-based Malware Variant Classification Rikima Mitsuhashi Takahiro Shinagawa 26 3 0 10 Apr 2020
Structure-preserving neural networks Quercus Hernandez Alberto Badías D. González Francisco Chinesta Elías Cueto PINN 129 71 0 09 Apr 2020
Universal Source-Free Domain Adaptation Jogendra Nath Kundu Naveen Venkat V. RahulM. R. Venkatesh Babu VLM TTA 88 344 0 09 Apr 2020
Evaluating Online Continual Learning with CALM Germán Kruszewski Ionut-Teodor Sorodoc Tomas Mikolov CLL 26 1 0 07 Apr 2020
Learning to Segment the Tail Xinting Hu Yi Jiang Kaihua Tang Jingyuan Chen Chunyan Miao Hanwang Zhang VLM CLL 102 83 0 02 Apr 2020
Memory-Efficient Incremental Learning Through Feature Adaptation Ahmet Iscen Jeffrey O. Zhang Svetlana Lazebnik Cordelia Schmid CLL VLM 75 165 0 01 Apr 2020
Semantic Drift Compensation for Class-Incremental Learning Lu Yu Bartlomiej Twardowski Xialei Liu Luis Herranz Kai Wang Yongmei Cheng Shangling Jui Joost van de Weijer CLL 95 345 0 01 Apr 2020
Conditional Channel Gated Networks for Task-Aware Continual Learning Davide Abati Jakub M. Tomczak Tijmen Blankevoort Simone Calderara Rita Cucchiara B. Bejnordi CLL 102 187 0 31 Mar 2020
SS-IL: Separated Softmax for Incremental Learning Hongjoon Ahn Jihwan Kwak S. Lim Hyeonsu Bang Hyojun Kim Taesup Moon CLL 146 181 0 31 Mar 2020
Continual Learning with Node-Importance based Adaptive Group Sparse Regularization Sangwon Jung Hongjoon Ahn Sungmin Cha Taesup Moon CLL 88 128 0 30 Mar 2020
Incremental Learning In Online Scenario Jiangpeng He Runyu Mao Zeman Shao Fengqing Zhu CLL 96 153 0 30 Mar 2020
Towards Backward-Compatible Representation Learning Yantao Shen Yuanjun Xiong Wei Xia Stefano Soatto 94 81 0 26 Mar 2020
iTAML: An Incremental Task-Agnostic Meta-learning Approach Jathushan Rajasegaran Salman Khan Munawar Hayat Fahad Shahbaz Khan M. Shah CLL OOD 146 157 0 25 Mar 2020
Overcoming Catastrophic Forgetting in Graph Neural Networks with Experience Replay Fan Zhou Chengtai Cao CLL 71 10 0 22 Mar 2020
Online Continual Learning on Sequences G. I. Parisi Vincenzo Lomonaco CLL 56 25 0 20 Mar 2020
XtarNet: Learning to Extract Task-Adaptive Representation for Incremental Few-Shot Learning Sung Whan Yoon Do-Yeon Kim Jun Seo Jaekyun Moon CLL 254 46 0 19 Mar 2020
The Future of Digital Health with Federated Learning Nicola Rieke Jonny Hancox Wenqi Li Fausto Milletari H. Roth ... Ronald M. Summers Andrew Trask Daguang Xu Maximilian Baust M. Jorge Cardoso OOD 284 1,804 0 18 Mar 2020
Incremental Object Detection via Meta-Learning K. J. Joseph Jathushan Rajasegaran Salman Khan Fahad Shahbaz Khan V. Balasubramanian ObjD CLL VLM 223 102 0 17 Mar 2020
Any-Shot Object Detection Shafin Rahman Salman Khan Nick Barnes Fahad Shahbaz Khan ObjD VLM 132 18 0 16 Mar 2020
Beyond without Forgetting: Multi-Task Learning for Classification with Disjoint Datasets Y. Hong Li Niu Jianfu Zhang Liqing Zhang 57 5 0 15 Mar 2020
FOAL: Fast Online Adaptive Learning for Cardiac Motion Estimation Hanchao Yu Shanhui Sun Haichao Yu Xiao Chen Humphrey Shi Thomas Huang Terrence Chen 113 45 0 10 Mar 2020
Faster ILOD: Incremental Learning for Object Detectors based on Faster RCNN Can Peng Kun-li Zhao Brian C. Lovell ObjD 116 113 0 09 Mar 2020
FoCL: Feature-Oriented Continual Learning for Generative Models Qicheng Lao Mehrzad Mortazavi Marzieh S. Tahaei Francis Dutil T. Fevens Mohammad Havaei CLL 70 15 0 09 Mar 2020
Synaptic Metaplasticity in Binarized Neural Networks Axel Laborieux M. Ernoult T. Hirtzlin D. Querlioz CLL 90 65 0 07 Mar 2020
Energy-efficient and Robust Cumulative Training with Net2Net Transformation Aosong Feng Priyadarshini Panda 87 1 0 02 Mar 2020
Multi-Scale Neural network for EEG Representation Learning in BCI Wonjun Ko Eunjin Jeon Seungwoo Jeong Heung-Il Suk 67 84 0 02 Mar 2020
On Catastrophic Interference in Atari 2600 Games W. Fedus Dibya Ghosh John D. Martin Marc G. Bellemare Yoshua Bengio Hugo Larochelle 81 27 0 28 Feb 2020
Cognitively-Inspired Model for Incremental Learning Using a Few Examples Ali Ayub Alan Wagner CLL 54 3 0 27 Feb 2020
Semantically-Guided Representation Learning for Self-Supervised Monocular Depth Vitor Campagnolo Guizilini Rui Hou Jie Li Rares Andrei Ambrus Adrien Gaidon SSL MDE 126 229 0 27 Feb 2020
Mnemonics Training: Multi-Class Incremental Learning without Forgetting Yaoyao Liu Yuting Su Anan Liu Bernt Schiele Qianru Sun CLL 81 347 0 24 Feb 2020
Learning to Continually Learn Shawn L. E. Beaulieu Lapo Frati Thomas Miconi Joel Lehman Kenneth O. Stanley Jeff Clune Nick Cheney KELM CLL 105 148 0 21 Feb 2020
Using Hindsight to Anchor Past Knowledge in Continual Learning Arslan Chaudhry Albert Gordo P. Dokania Philip Torr David Lopez-Paz KELM CLL 102 237 0 19 Feb 2020
Few-Shot Few-Shot Learning and the role of Spatial Attention Yann Lifchitz Yannis Avrithis Sylvaine Picard SSL 65 7 0 18 Feb 2020
Residual Continual Learning Janghyeon Lee Donggyu Joo H. Hong Junmo Kim CLL 133 24 0 17 Feb 2020
Self-Distillation Amplifies Regularization in Hilbert Space H. Mobahi Mehrdad Farajtabar Peter L. Bartlett 87 235 0 13 Feb 2020
Multi-Task Incremental Learning for Object Detection Xialei Liu Hao Yang Avinash Ravichandran Rahul Bhotika Stefano Soatto ObjD VLM CLL 63 12 0 13 Feb 2020
Incremental Meta-Learning via Indirect Discriminant Alignment Qing Liu Orchid Majumder Alessandro Achille Avinash Ravichandran Rahul Bhotika Stefano Soatto CLL 51 6 0 11 Feb 2020
Multitask Emotion Recognition with Incomplete Labels Didan Deng Zhaokang Chen Bertram E. Shi CVBM 53 95 0 10 Feb 2020
Understanding the effects of artifacts on automated polyp detection and incorporating that knowledge via learning without forgetting Maxime Kayser R. Soberanis-Mukul Anna-Maria Zvereva P. Klare Nassir Navab Shadi Albarqouni 28 7 0 07 Feb 2020
Modeling the Background for Incremental Learning in Semantic Segmentation Fabio Cermelli Massimiliano Mancini Samuel Rota Buló Elisa Ricci Barbara Caputo CLL VLM 79 287 0 03 Feb 2020
A Novel Incremental Cross-Modal Hashing Approach Devraj Mandal Soma Biswas CLL 13 1 0 03 Feb 2020
Adversarial Incremental Learning Ankur Singh CLL 25 1 0 30 Jan 2020
Ternary Feature Masks: zero-forgetting for task-incremental learning Marc Masana Tinne Tuytelaars Joost van de Weijer CLL 81 30 0 23 Jan 2020
Rethinking the Distribution Gap of Person Re-identification with Camera-based Batch Normalization Zijie Zhuang Longhui Wei Lingxi Xie Tianyu Zhang Hengheng Zhang Haozhe Wu H. Ai Qi Tian 20 1 0 23 Jan 2020