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Learning without Forgetting

29 June 2016

Papers citing "Learning without Forgetting"

50 / 2,270 papers shown

Title
Fully Online Meta-Learning Without Task Boundaries Jathushan Rajasegaran Chesea Finn Sergey Levine CLL 59 4 0 01 Feb 2022
Modeling the Background for Incremental and Weakly-Supervised Semantic Segmentation Fabio Cermelli Massimiliano Mancini Samuel Rota Buló Elisa Ricci Barbara Caputo CLL 65 8 0 31 Jan 2022
Rebalancing Batch Normalization for Exemplar-based Class-Incremental Learning Sungmin Cha Sungjun Cho Dasol Hwang Sunwon Hong Moontae Lee Taesup Moon CLL 132 19 0 29 Jan 2022
Hot-Refresh Model Upgrades with Regression-Alleviating Compatible Training in Image Retrieval Binjie Zhang Yixiao Ge Yantao Shen Yu Li Chun Yuan Xuyuan Xu Yexin Wang Ying Shan VLM 80 8 0 24 Jan 2022
Unified Question Generation with Continual Lifelong Learning Wei Yuan Hongzhi Yin Tieke He Tong Chen Qiufeng Wang Li-zhen Cui 98 11 0 24 Jan 2022
AttentionHTR: Handwritten Text Recognition Based on Attention Encoder-Decoder Networks Dmitrijs Kass Ekta Vats HAI 104 29 0 23 Jan 2022
Continual Learning for CTR Prediction: A Hybrid Approach Ke Hu Yi Qi Jianqiang Huang Jia Cheng Jun Lei 50 6 0 18 Jan 2022
The CLEAR Benchmark: Continual LEArning on Real-World Imagery Zhiqiu Lin Jia Shi Deepak Pathak Deva Ramanan CLL VLM 199 93 0 17 Jan 2022
Transferability in Deep Learning: A Survey Junguang Jiang Yang Shu Jianmin Wang Mingsheng Long OOD 93 104 0 15 Jan 2022
Federated Continual Learning for Socially Aware Robotics Luke M. Guerdan Hatice Gunes FedML 69 3 0 14 Jan 2022
Technical Report for ICCV 2021 Challenge SSLAD-Track3B: Transformers Are Better Continual Learners Duo Li Guimei Cao Yunlu Xu Zhanzhan Cheng Yi Niu CLL 89 21 0 13 Jan 2022
Intra-domain and cross-domain transfer learning for time series data -- How transferable are the features? Erik Otović Marko Njirjak Dario Jozinović G. Mauša A. Michelini Ivan Štajduhar AI4TS 46 44 0 12 Jan 2022
Continual Learning of Long Topic Sequences in Neural Information Retrieval Thomas Gerald Laure Soulier CLL 75 6 0 10 Jan 2022
Improved Input Reprogramming for GAN Conditioning Tuan Dinh Daewon Seo Zhixu Du Liang Shang Kangwook Lee AI4CE 103 8 0 07 Jan 2022
An Incremental Learning Approach to Automatically Recognize Pulmonary Diseases from the Multi-vendor Chest Radiographs Mehreen Sirshar Taimur Hassan M. Akram S. Khan 64 34 0 07 Jan 2022
Exemplar-free Class Incremental Learning via Discriminative and Comparable One-class Classifiers Wenju Sun Qingyong Li Jing Zhang Danyu Wang Wen Wang Yangli-ao Geng BDL 85 3 0 05 Jan 2022
Hyperparameter-free Continuous Learning for Domain Classification in Natural Language Understanding Ting Hua Yilin Shen Changsheng Zhao Yen-Chang Hsu Hongxia Jin 81 5 0 05 Jan 2022
Towards Unsupervised Open World Semantic Segmentation Svenja Uhlemeyer Matthias Rottmann Hanno Gottschalk 133 18 0 04 Jan 2022
Sound and Visual Representation Learning with Multiple Pretraining Tasks A. Vasudevan Dengxin Dai Luc Van Gool SSL 80 6 0 04 Jan 2022
Class-Incremental Continual Learning into the eXtended DER-verse Matteo Boschini Lorenzo Bonicelli Pietro Buzzega Angelo Porrello Simone Calderara CLL BDL 109 142 0 03 Jan 2022
Relational Experience Replay: Continual Learning by Adaptively Tuning Task-wise Relationship Quanziang Wang Renzhen Wang Yuexiang Li Dong Wei Kai Ma Yefeng Zheng Deyu Meng CLL 102 8 0 31 Dec 2021
Continually Learning Self-Supervised Representations with Projected Functional Regularization Alex Gomez-Villa Bartlomiej Twardowski Lu Yu Andrew D. Bagdanov Joost van de Weijer CLL SSL 102 40 0 30 Dec 2021
FRIDA -- Generative Feature Replay for Incremental Domain Adaptation Sayan Rakshit Anwesh Mohanty Ruchika Chavhan Biplab Banerjee Gemma Roig S. Chaudhuri CLL 43 11 0 28 Dec 2021
Towards continual task learning in artificial neural networks: current approaches and insights from neuroscience David McCaffary CLL 51 5 0 28 Dec 2021
Efficient Diversity-Driven Ensemble for Deep Neural Networks Wentao Zhang Jiawei Jiang Yingxia Shao Tengjiao Wang 79 18 0 26 Dec 2021
Towards Federated Learning on Time-Evolving Heterogeneous Data Yongxin Guo Tao R. Lin Xiaoying Tang FedML 90 31 0 25 Dec 2021
Continual Learning for Unsupervised Anomaly Detection in Continuous Auditing of Financial Accounting Data Hamed Hemati Marco Schreyer Damian Borth 70 10 0 25 Dec 2021
Graph Few-shot Class-incremental Learning Zhen Tan Kaize Ding Ruocheng Guo Huan Liu CLL GNN 84 60 0 23 Dec 2021
PyCIL: A Python Toolbox for Class-Incremental Learning Da-Wei Zhou Fu Lee Wang Han-Jia Ye De-Chuan Zhan CLL 119 98 0 23 Dec 2021
DILF-EN framework for Class-Incremental Learning M. A. Karim Indu Joshi Pratik Mazumder Pravendra Singh CLL 48 1 0 23 Dec 2021
Continual learning of longitudinal health records Jacob Armstrong David Clifton CLL KELM 62 15 0 22 Dec 2021
How Should Pre-Trained Language Models Be Fine-Tuned Towards Adversarial Robustness? Xinhsuai Dong Anh Tuan Luu Min Lin Shuicheng Yan Hanwang Zhang SILM AAML 71 62 0 22 Dec 2021
EyePAD++: A Distillation-based approach for joint Eye Authentication and Presentation Attack Detection using Periocular Images Prithviraj Dhar Amit Kumar Kirsten Kaplan Khushi Gupta Rakesh Ranjan Ramalingam Chellappa AAML 63 12 0 22 Dec 2021
Continual Learning of a Mixed Sequence of Similar and Dissimilar Tasks Zixuan Ke Bing-Quan Liu Xingchang Huang CLL 71 125 0 18 Dec 2021
An Autonomous Self-Incremental Learning Approach for Detection of Cyber Attacks on Unmanned Aerial Vehicles (UAVs) Yasir Ali Farrukh Irfan Khan AAML 116 0 0 18 Dec 2021
Distill and De-bias: Mitigating Bias in Face Verification using Knowledge Distillation Prithviraj Dhar Joshua Gleason A. Roy Carlos D. Castillo P. Phillips Ramalingam Chellappa CVBM 60 7 0 17 Dec 2021
Continual Learning for Monolingual End-to-End Automatic Speech Recognition Steven Vander Eeckt Hugo Van hamme CLL 109 17 0 17 Dec 2021
Automated Deep Learning: Neural Architecture Search Is Not the End Xuanyi Dong D. Kedziora Katarzyna Musial Bogdan Gabrys 126 27 0 16 Dec 2021
Monitoring crop phenology with street-level imagery using computer vision R. d’Andrimont M. Yordanov Laura Martinez-Sanchez M. Velde 52 25 0 16 Dec 2021
Effective prevention of semantic drift as angular distance in memory-less continual deep neural networks Khouloud Saadi Muhammad Taimoor Khan CLL 30 0 0 16 Dec 2021
An Empirical Investigation of the Role of Pre-training in Lifelong Learning Sanket Vaibhav Mehta Darshan Patil Sarath Chandar Emma Strubell CLL 151 145 0 16 Dec 2021
MAVE: A Product Dataset for Multi-source Attribute Value Extraction Li Yang Qifan Wang Zac Yu Anand Kulkarni Sumit Sanghai Bin Shu Jonathan L. Elsas Bhargav Kanagal 93 67 0 16 Dec 2021
Learning to Prompt for Continual Learning Zifeng Wang Zizhao Zhang Chen-Yu Lee Han Zhang Ruoxi Sun Xiaoqi Ren Guolong Su Vincent Perot Jennifer Dy Tomas Pfister CLL VPVLM KELM VLM 107 799 0 16 Dec 2021
Lifelong Generative Modelling Using Dynamic Expansion Graph Model Fei Ye A. Bors CLL 83 10 0 15 Dec 2021
Object Pursuit: Building a Space of Objects via Discriminative Weight Generation Chuanyu Pan Yanchao Yang Kaichun Mo Yueqi Duan Leonidas Guibas OCL 41 1 0 15 Dec 2021
Static-Dynamic Co-Teaching for Class-Incremental 3D Object Detection Na Zhao G. Lee CLL 71 16 0 14 Dec 2021
Lifelong Unsupervised Domain Adaptive Person Re-identification with Coordinated Anti-forgetting and Adaptation Zhipeng Huang Zhizheng Zhang Cuiling Lan Wenjun Zeng Peng Chu Quanzeng You Jiang Wang Zicheng Liu Zhengjun Zha CLL 113 36 0 13 Dec 2021
Ex-Model: Continual Learning from a Stream of Trained Models Antonio Carta Andrea Cossu Vincenzo Lomonaco D. Bacciu CLL 47 12 0 13 Dec 2021
Improving Vision Transformers for Incremental Learning Pei Yu Yinpeng Chen Ying Jin Zicheng Liu CLL ViT 125 16 0 12 Dec 2021
Provable Continual Learning via Sketched Jacobian Approximations Reinhard Heckel CLL 78 10 0 09 Dec 2021