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Learning without Forgetting

29 June 2016

Papers citing "Learning without Forgetting"

50 / 2,270 papers shown

Title
Continual Learning with Deep Artificial Neurons Blake Camp J. Mandivarapu Rolando Estrada 64 8 0 13 Nov 2020
Using IPA-Based Tacotron for Data Efficient Cross-Lingual Speaker Adaptation and Pronunciation Enhancement Hamed Hemati Damian Borth 69 9 0 12 Nov 2020
Bi-tuning of Pre-trained Representations Jincheng Zhong Ximei Wang Zhi Kou Jianmin Wang Mingsheng Long 57 21 0 12 Nov 2020
A CNN-based Feature Space for Semi-supervised Incremental Learning in Assisted Living Applications Tobias Scheck A. P. Grassi G. Hirtz SSL 11 1 0 11 Nov 2020
Learning Translation Invariance in CNNs Valerio Biscione J. Bowers SSL 54 13 0 06 Nov 2020
A Comprehensive Study of Class Incremental Learning Algorithms for Visual Tasks Eden Belouadah Adrian Daniel Popescu Ioannis Kanellos CLL 96 220 0 03 Nov 2020
Modular-Relatedness for Continual Learning Ammar Shaker Shujian Yu Francesco Alesiani KELM CLL 38 2 0 02 Nov 2020
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
AbdomenCT-1K: Is Abdominal Organ Segmentation A Solved Problem? Jun Ma Yao Zhang Song Gu Cheng Zhu Cheng Ge ... Shangqing Liu Yunpeng Wang Yuhui Li Jian He Xiaoping Yang SSeg OOD 121 346 0 28 Oct 2020
Overcoming Conflicting Data when Updating a Neural Semantic Parser David Gaddy Alex Kouzemtchenko Pavankumar Reddy Muddireddy Prateek Kolhar Rushi Shah 37 1 0 23 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
Comprehensive Attention Self-Distillation for Weakly-Supervised Object Detection Zeyi Huang Yang Zou V. Bhagavatula Dong Huang WSOD 94 124 0 22 Oct 2020
Continual Learning in Low-rank Orthogonal Subspaces Arslan Chaudhry Naeemullah Khan P. Dokania Philip Torr CLL 72 124 0 22 Oct 2020
What is Wrong with Continual Learning in Medical Image Segmentation? Camila González Nick Lemke G. Sakas Anirban Mukhopadhyay CLL 53 31 0 21 Oct 2020
CLAR: Contrastive Learning of Auditory Representations Haider Al-Tahan Y. Mohsenzadeh SSL 193 56 0 19 Oct 2020
Unsupervised Pretraining for Neural Machine Translation Using Elastic Weight Consolidation Dusan Varis Ondrej Bojar 70 16 0 19 Oct 2020
Continual Unsupervised Domain Adaptation for Semantic Segmentation Joonhyuk Kim Sahng-Min Yoo Gyeong-Moon Park Jong-hwan Kim CLL 72 4 0 19 Oct 2020
Unsupervised Natural Language Inference via Decoupled Multimodal Contrastive Learning Wanyun Cui Guangyu Zheng Wei Wang SSL 52 21 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
Continual learning using hash-routed convolutional neural networks A. Berjaoui BDL CLL 17 0 0 09 Oct 2020
Sequential Changepoint Detection in Neural Networks with Checkpoints Michalis K. Titsias Jakub Sygnowski Yutian Chen BDL 45 11 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
Lifelong Language Knowledge Distillation Yung-Sung Chuang Shang-Yu Su Yun-Nung Chen KELM CLL 83 51 0 05 Oct 2020
Improving AMR Parsing with Sequence-to-Sequence Pre-training Dong Xu Junhui Li Muhua Zhu Min Zhang Guodong Zhou AIMat 66 69 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
Continual Learning for Natural Language Generation in Task-oriented Dialog Systems Fei Mi Liangwei Chen Mengjie Zhao Minlie Huang Boi Faltings CLL KELM 57 71 0 02 Oct 2020
Task Agnostic Continual Learning Using Online Variational Bayes with Fixed-Point Updates Chen Zeno Itay Golan Elad Hoffer Daniel Soudry OOD FedML 90 47 0 01 Oct 2020
Meta-Consolidation for Continual Learning K. J. Joseph V. Balasubramanian CLL 99 56 0 01 Oct 2020
Cross-Task Representation Learning for Anatomical Landmark Detection Zeyu Fu Jianbo Jiao M. Suttie J. A. Noble CVBM 57 2 0 28 Sep 2020
Automated Pancreas Segmentation Using Multi-institutional Collaborative Deep Learning Pochuan Wang Chen Shen H. Roth Dong Yang Daguang Xu ... Po-Ting Chen Kao-Lang Liu Wei-Chih Liao Weichung Wang K. Mori FedML OOD 90 26 0 28 Sep 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
Few-Shot Unsupervised Continual Learning through Meta-Examples Alessia Bertugli Stefano Vincenzi Simone Calderara Andrea Passerini CLL SSL 75 8 0 17 Sep 2020
Ground-truth or DAER: Selective Re-query of Secondary Information Stephan J. Lemmer Jason J. Corso 55 4 0 16 Sep 2020
3D_DEN: Open-ended 3D Object Recognition using Dynamically Expandable Networks Sudhakaran Jain Hamidreza Kasaei 3DPC 18 4 0 15 Sep 2020
KSM: Fast Multiple Task Adaption via Kernel-wise Soft Mask Learning Li Yang Zhezhi He Junshan Zhang Deliang Fan AAML CLL 51 13 0 11 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
Learning joint segmentation of tissues and brain lesions from task-specific hetero-modal domain-shifted datasets Reuben Dorent Thomas C Booth Wenqi Li Carole H. Sudre S. Kafiabadi M. Jorge Cardoso Sebastien Ourselin Tom Vercauteren 45 25 0 08 Sep 2020
Imbalanced Continual Learning with Partitioning Reservoir Sampling C. Kim Jinseo Jeong Gunhee Kim CLL 93 105 0 08 Sep 2020
A Practical Incremental Method to Train Deep CTR Models Yichao Wang Huifeng Guo Ruiming Tang Zhirong Liu Xiuqiang He CLL 67 31 0 04 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
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
Initial Classifier Weights Replay for Memoryless Class Incremental Learning Eden Belouadah Adrian Daniel Popescu Ioannis Kanellos CLL 118 23 0 31 Aug 2020