Learning without Forgetting

29 June 2016

Papers citing "Learning without Forgetting"

50 / 2,215 papers shown

Title
Exploring Optimal Deep Learning Models for Image-based Malware Variant Classification Rikima Mitsuhashi Takahiro Shinagawa 9 3 0 10 Apr 2020
Structure-preserving neural networks Quercus Hernandez Alberto Badías D. González Francisco Chinesta Elías Cueto PINN 22 70 0 09 Apr 2020
Universal Source-Free Domain Adaptation Jogendra Nath Kundu Naveen Venkat V. RahulM. R. Venkatesh Babu VLM TTA 7 338 0 09 Apr 2020
Evaluating Online Continual Learning with CALM Germán Kruszewski Ionut-Teodor Sorodoc Tomas Mikolov CLL 23 1 0 07 Apr 2020
Learning to Segment the Tail Xinting Hu Yi Jiang Kaihua Tang Jingyuan Chen Chunyan Miao Hanwang Zhang VLM CLL 22 80 0 02 Apr 2020
Memory-Efficient Incremental Learning Through Feature Adaptation Ahmet Iscen Jeffrey O. Zhang Svetlana Lazebnik Cordelia Schmid CLL VLM 18 157 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 19 333 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 42 184 0 31 Mar 2020
SS-IL: Separated Softmax for Incremental Learning Hongjoon Ahn Jihwan Kwak S. Lim Hyeonsu Bang Hyojun Kim Taesup Moon CLL 22 176 0 31 Mar 2020
Continual Learning with Node-Importance based Adaptive Group Sparse Regularization Sangwon Jung Hongjoon Ahn Sungmin Cha Taesup Moon CLL 25 120 0 30 Mar 2020
Incremental Learning In Online Scenario Jiangpeng He Runyu Mao Zeman Shao F. Zhu CLL 24 148 0 30 Mar 2020
Towards Backward-Compatible Representation Learning Yantao Shen Yuanjun Xiong W. Xia Stefano Soatto 39 78 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 30 153 0 25 Mar 2020
Overcoming Catastrophic Forgetting in Graph Neural Networks with Experience Replay Fan Zhou Chengtai Cao CLL 29 10 0 22 Mar 2020
Online Continual Learning on Sequences G. I. Parisi Vincenzo Lomonaco CLL 19 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 186 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 174 1,712 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 177 98 0 17 Mar 2020
Any-Shot Object Detection Shafin Rahman Salman Khan Nick Barnes Fahad Shahbaz Khan ObjD VLM 19 17 0 16 Mar 2020
Beyond without Forgetting: Multi-Task Learning for Classification with Disjoint Datasets Y. Hong Li Niu Jianfu Zhang Liqing Zhang 29 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 39 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 11 110 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 20 13 0 09 Mar 2020
Synaptic Metaplasticity in Binarized Neural Networks Axel Laborieux M. Ernoult T. Hirtzlin D. Querlioz CLL 26 62 0 07 Mar 2020
Energy-efficient and Robust Cumulative Training with Net2Net Transformation Aosong Feng Priyadarshini Panda 27 1 0 02 Mar 2020
Multi-Scale Neural network for EEG Representation Learning in BCI Wonjun Ko Eunjin Jeon Seungwoo Jeong Heung-Il Suk 6 80 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 12 26 0 28 Feb 2020
Cognitively-Inspired Model for Incremental Learning Using a Few Examples Ali Ayub Alan Wagner CLL 9 3 0 27 Feb 2020
Semantically-Guided Representation Learning for Self-Supervised Monocular Depth Vitor Campagnolo Guizilini Rui Hou Jie Li Rares Ambrus Adrien Gaidon SSL MDE 30 228 0 27 Feb 2020
Mnemonics Training: Multi-Class Incremental Learning without Forgetting Yaoyao Liu Yuting Su Anan Liu Bernt Schiele Qianru Sun CLL 28 337 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 46 147 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 27 234 0 19 Feb 2020
Few-Shot Few-Shot Learning and the role of Spatial Attention Yann Lifchitz Yannis Avrithis Sylvaine Picard SSL 28 7 0 18 Feb 2020
Residual Continual Learning Janghyeon Lee Donggyu Joo H. Hong Junmo Kim CLL 20 23 0 17 Feb 2020
Self-Distillation Amplifies Regularization in Hilbert Space H. Mobahi Mehrdad Farajtabar Peter L. Bartlett 35 229 0 13 Feb 2020
Multi-Task Incremental Learning for Object Detection Xialei Liu Hao Yang Avinash Ravichandran Rahul Bhotika Stefano Soatto ObjD VLM CLL 8 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 10 6 0 11 Feb 2020
Multitask Emotion Recognition with Incomplete Labels Didan Deng Zhaokang Chen Bertram E. Shi CVBM 21 94 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 6 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 24 277 0 03 Feb 2020
A Novel Incremental Cross-Modal Hashing Approach Devraj Mandal Soma Biswas CLL 6 1 0 03 Feb 2020
Adversarial Incremental Learning Ankur Singh CLL 16 1 0 30 Jan 2020
Ternary Feature Masks: zero-forgetting for task-incremental learning Marc Masana Tinne Tuytelaars Joost van de Weijer CLL 34 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 11 1 0 23 Jan 2020
SPACE: Structured Compression and Sharing of Representational Space for Continual Learning Gobinda Saha Isha Garg Aayush Ankit Kaushik Roy CLL 22 22 0 23 Jan 2020
Active and Incremental Learning with Weak Supervision C. Brust Christoph Käding Joachim Denzler CLL 6 18 0 20 Jan 2020
Continual Learning for Domain Adaptation in Chest X-ray Classification Matthias Lenga H. Schulz A. Saalbach OOD 16 61 0 16 Jan 2020
ScaIL: Classifier Weights Scaling for Class Incremental Learning Eden Belouadah Adrian Daniel Popescu CLL 22 78 0 16 Jan 2020
Intelligence, physics and information -- the tradeoff between accuracy and simplicity in machine learning Tailin Wu 19 1 0 11 Jan 2020
Frosting Weights for Better Continual Training Xiaofeng Zhu Feng Liu Goce Trajcevski Dingding Wang FedML AI4CE CLL 28 5 0 07 Jan 2020