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Gradient Episodic Memory for Continual Learning

26 June 2017

Papers citing "Gradient Episodic Memory for Continual Learning"

50 / 1,594 papers shown

Title
Bilevel Continual Learning Ammar Shaker Francesco Alesiani Shujian Yu Wenzhe Yin CLL 24 0 0 02 Nov 2020
Collaborative Method for Incremental Learning on Classification and Generation Byungju Kim Jaeyoung Lee Kyungsu Kim Sungjin Kim Junmo Kim CLL 24 1 0 29 Oct 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 83 700 0 28 Oct 2020
A Combinatorial Perspective on Transfer Learning Jianan Wang Eren Sezener David Budden Marcus Hutter J. Veness CLL 68 8 0 23 Oct 2020
Continual Learning in Low-rank Orthogonal Subspaces Arslan Chaudhry Naeemullah Khan P. Dokania Philip Torr CLL 72 124 0 22 Oct 2020
Online Structured Meta-learning Huaxiu Yao Yingbo Zhou M. Mahdavi Z. Li R. Socher Caiming Xiong 90 28 0 22 Oct 2020
Self-Supervised Contrastive Learning for Efficient User Satisfaction Prediction in Conversational Agents Mohammad Kachuee Hao Yuan Young-Bum Kim Sungjin Lee 61 25 0 21 Oct 2020
Class-incremental Learning with Pre-allocated Fixed Classifiers F. Pernici Matteo Bruni C. Baecchi F. Turchini A. Bimbo CLL 106 37 0 16 Oct 2020
On the Exploration of Incremental Learning for Fine-grained Image Retrieval Wei Chen Yu Liu Weiping Wang Tinne Tuytelaars E. Bakker M. Lew CLL 54 16 0 15 Oct 2020
Rethinking Experience Replay: a Bag of Tricks for Continual Learning Pietro Buzzega Matteo Boschini Angelo Porrello Simone Calderara CLL 61 154 0 12 Oct 2020
Adaptive Aggregation Networks for Class-Incremental Learning Yaoyao Liu Bernt Schiele Qianru Sun CLL 105 221 0 10 Oct 2020
Linear Mode Connectivity in Multitask and Continual Learning Seyed Iman Mirzadeh Mehrdad Farajtabar Dilan Görür Razvan Pascanu H. Ghasemzadeh CLL 88 147 0 09 Oct 2020
Continual learning using hash-routed convolutional neural networks A. Berjaoui BDL CLL 17 0 0 09 Oct 2020
A Theoretical Analysis of Catastrophic Forgetting through the NTK Overlap Matrix T. Doan Mehdi Abbana Bennani Bogdan Mazoure Guillaume Rabusseau Pierre Alquier CLL 88 86 0 07 Oct 2020
Sequential Changepoint Detection in Neural Networks with Checkpoints Michalis K. Titsias Jakub Sygnowski Yutian Chen BDL 45 11 0 06 Oct 2020
Disentangle-based Continual Graph Representation Learning Xiaoyu Kou Yankai Lin Shaobo Liu Peng Li Jie Zhou Yan Zhang CLL 73 32 0 06 Oct 2020
Efficient Meta Lifelong-Learning with Limited Memory Zirui Wang Sanket Vaibhav Mehta Barnabás Póczós J. Carbonell CLL KELM 81 76 0 06 Oct 2020
The Effectiveness of Memory Replay in Large Scale Continual Learning Yogesh Balaji Mehrdad Farajtabar Dong Yin Alex Mott Ang Li 99 40 0 06 Oct 2020
Deep Anomaly Detection by Residual Adaptation Lucas Deecke Lukas Ruff Robert A. Vandermeulen Hakan Bilen UQCV 84 4 0 05 Oct 2020
Lifelong Language Knowledge Distillation Yung-Sung Chuang Shang-Yu Su Yun-Nung Chen KELM CLL 83 51 0 05 Oct 2020
Remembering for the Right Reasons: Explanations Reduce Catastrophic Forgetting Sayna Ebrahimi Suzanne Petryk Akash Gokul William Gan Joseph E. Gonzalez Marcus Rohrbach Trevor Darrell CLL 83 47 0 04 Oct 2020
Meta-Consolidation for Continual Learning K. J. Joseph V. Balasubramanian CLL 99 56 0 01 Oct 2020
Beneficial Perturbation Network for designing general adaptive artificial intelligence systems Shixian Wen A. Rios Yunhao Ge Laurent Itti OOD AAML 77 18 0 27 Sep 2020
Continual Model-Based Reinforcement Learning with Hypernetworks Yizhou Huang Kevin Xie Homanga Bharadhwaj Florian Shkurti CLL 84 50 0 25 Sep 2020
Modality-Transferable Emotion Embeddings for Low-Resource Multimodal Emotion Recognition Wenliang Dai Zihan Liu Tiezheng Yu Pascale Fung 94 36 0 21 Sep 2020
Few-Shot Unsupervised Continual Learning through Meta-Examples Alessia Bertugli Stefano Vincenzi Simone Calderara Andrea Passerini CLL SSL 75 8 0 17 Sep 2020
3D_DEN: Open-ended 3D Object Recognition using Dynamically Expandable Networks Sudhakaran Jain Hamidreza Kasaei 3DPC 18 4 0 15 Sep 2020
CVPR 2020 Continual Learning in Computer Vision Competition: Approaches, Results, Current Challenges and Future Directions Vincenzo Lomonaco Lorenzo Pellegrini Pau Rodríguez López Massimo Caccia Qi She ... G. I. Parisi Nikhil Churamani Marc Pickett I. Laradji Davide Maltoni CLL 78 45 0 14 Sep 2020
Multi-Task Learning with Deep Neural Networks: A Survey M. Crawshaw CVBM 220 626 0 10 Sep 2020
Meta-Learning with Sparse Experience Replay for Lifelong Language Learning Nithin Holla Pushkar Mishra H. Yannakoudakis Ekaterina Shutova KELM CLL 81 22 0 10 Sep 2020
Routing Networks with Co-training for Continual Learning Mark Collier Efi Kokiopoulou Andrea Gesmundo Jesse Berent CLL 83 15 0 09 Sep 2020
Imbalanced Continual Learning with Partitioning Reservoir Sampling C. Kim Jinseo Jeong Gunhee Kim CLL 93 105 0 08 Sep 2020
ACDC: Weight Sharing in Atom-Coefficient Decomposed Convolution Ze Wang Xiuyuan Cheng Guillermo Sapiro Qiang Qiu 26 9 0 04 Sep 2020
Compression-aware Continual Learning using Singular Value Decomposition Varigonda Pavan Teja Priyadarshini Panda CLL 23 0 0 03 Sep 2020
A Wholistic View of Continual Learning with Deep Neural Networks: Forgotten Lessons and the Bridge to Active and Open World Learning Martin Mundt Yongjun Hong Iuliia Pliushch Visvanathan Ramesh CLL 142 153 0 03 Sep 2020
Lifelong Object Detection Wang Zhou Shiyu Chang Norma Sosa Hendrik Hamann David D. Cox CLL ObjD 99 43 0 02 Sep 2020
Continual Prototype Evolution: Learning Online from Non-Stationary Data Streams Matthias De Lange Tinne Tuytelaars CLL 91 207 0 02 Sep 2020
A Survey on Negative Transfer Wen Zhang Lingfei Deng Lei Zhang Dongrui Wu AAML 157 224 0 02 Sep 2020
Lifelong Graph Learning Chen Wang Yuheng Qiu Dasong Gao Sebastian Scherer CLL GNN AI4CE 100 51 0 01 Sep 2020
Online Class-Incremental Continual Learning with Adversarial Shapley Value Dongsub Shim Zheda Mai Jihwan Jeong Scott Sanner Hyunwoo J. Kim Jongseong Jang CLL 53 6 0 31 Aug 2020
Learning Adaptive Embedding Considering Incremental Class Yang Yang Zhensheng Sun HengShu Zhu Yanjie Fu Hui Xiong Jian Yang CLL 69 41 0 31 Aug 2020
LIRA: Lifelong Image Restoration from Unknown Blended Distortions Jianzhao Liu Jianxin Lin Xin Li Wei Zhou Sen Liu Zhibo Chen CLL 63 17 0 19 Aug 2020
RODEO: Replay for Online Object Detection Manoj Acharya Tyler L. Hayes Christopher Kanan ObjD CLL 67 46 0 14 Aug 2020
ARCADe: A Rapid Continual Anomaly Detector A. Frikha Denis Krompass Volker Tresp 70 11 0 10 Aug 2020
Meta Continual Learning via Dynamic Programming R. Krishnan Prasanna Balaprakash CLL 79 10 0 05 Aug 2020
Online Continual Learning under Extreme Memory Constraints Enrico Fini Stéphane Lathuilière E. Sangineto Moin Nabi Elisa Ricci CLL 105 65 0 04 Aug 2020
Bilevel Continual Learning Quang Pham Doyen Sahoo Chenghao Liu Guosheng Lin CLL 83 11 0 30 Jul 2020
A Lifelong Learning Approach to Mobile Robot Navigation Bo Liu Xuesu Xiao Peter Stone 92 10 0 28 Jul 2020
La-MAML: Look-ahead Meta Learning for Continual Learning Gunshi Gupta Karmesh Yadav Liam Paull CLL VLM 103 69 0 27 Jul 2020
Memory-Latency-Accuracy Trade-offs for Continual Learning on a RISC-V Extreme-Edge Node Leonardo Ravaglia Manuele Rusci Alessandro Capotondi Francesco Conti Lorenzo Pellegrini Vincenzo Lomonaco Davide Maltoni Luca Benini 37 11 0 22 Jul 2020