Learning without Forgetting

29 June 2016

Papers citing "Learning without Forgetting"

50 / 2,216 papers shown

Title
AttentionHTR: Handwritten Text Recognition Based on Attention Encoder-Decoder Networks Dmitrijs Kass Ekta Vats HAI 51 28 0 23 Jan 2022
Continual Learning for CTR Prediction: A Hybrid Approach Ke Hu Yi Qi Jianqiang Huang Jia Cheng Jun Lei 28 6 0 18 Jan 2022
The CLEAR Benchmark: Continual LEArning on Real-World Imagery Zhiqiu Lin Jia Shi Deepak Pathak Deva Ramanan CLL VLM 151 92 0 17 Jan 2022
Transferability in Deep Learning: A Survey Junguang Jiang Yang Shu Jianmin Wang Mingsheng Long OOD 39 101 0 15 Jan 2022
Federated Continual Learning for Socially Aware Robotics Luke M. Guerdan Hatice Gunes FedML 34 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 30 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 36 40 0 12 Jan 2022
Continual Learning of Long Topic Sequences in Neural Information Retrieval Thomas Gerald Laure Soulier CLL 48 4 0 10 Jan 2022
Improved Input Reprogramming for GAN Conditioning Tuan Dinh Daewon Seo Zhixu Du Liang Shang Kangwook Lee AI4CE 27 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 32 33 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 29 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 39 5 0 05 Jan 2022
Towards Unsupervised Open World Semantic Segmentation Svenja Uhlemeyer Matthias Rottmann Hanno Gottschalk 36 18 0 04 Jan 2022
Sound and Visual Representation Learning with Multiple Pretraining Tasks A. Vasudevan Dengxin Dai Luc Van Gool SSL 38 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 37 129 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 38 7 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 28 37 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 25 10 0 28 Dec 2021
Towards continual task learning in artificial neural networks: current approaches and insights from neuroscience David McCaffary CLL 23 5 0 28 Dec 2021
Efficient Diversity-Driven Ensemble for Deep Neural Networks Wentao Zhang Jiawei Jiang Yingxia Shao Bin Cui 32 17 0 26 Dec 2021
Towards Federated Learning on Time-Evolving Heterogeneous Data Yongxin Guo Tao R. Lin Xiaoying Tang FedML 24 30 0 25 Dec 2021
Continual Learning for Unsupervised Anomaly Detection in Continuous Auditing of Financial Accounting Data Hamed Hemati Marco Schreyer Damian Borth 36 9 0 25 Dec 2021
Graph Few-shot Class-incremental Learning Zhen Tan Kaize Ding Ruocheng Guo Huan Liu CLL GNN 39 59 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 48 93 0 23 Dec 2021
DILF-EN framework for Class-Incremental Learning M. A. Karim Indu Joshi Pratik Mazumder Pravendra Singh CLL 30 1 0 23 Dec 2021
Continual learning of longitudinal health records Jacob Armstrong David Clifton CLL KELM 32 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 25 55 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 24 11 0 22 Dec 2021
Continual Learning of a Mixed Sequence of Similar and Dissimilar Tasks Zixuan Ke Bing-Quan Liu Xingchang Huang CLL 25 122 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 27 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 30 7 0 17 Dec 2021
Continual Learning for Monolingual End-to-End Automatic Speech Recognition Steven Vander Eeckt Hugo Van hamme CLL 22 17 0 17 Dec 2021
Automated Deep Learning: Neural Architecture Search Is Not the End Xuanyi Dong D. Kedziora Katarzyna Musial Bogdan Gabrys 41 26 0 16 Dec 2021
Monitoring crop phenology with street-level imagery using computer vision R. d’Andrimont M. Yordanov Laura Martinez-Sanchez M. Velde 27 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 17 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 47 139 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 21 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 22 743 0 16 Dec 2021
Lifelong Generative Modelling Using Dynamic Expansion Graph Model Fei Ye A. Bors CLL 27 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 J. Guibas OCL 23 1 0 15 Dec 2021
Static-Dynamic Co-Teaching for Class-Incremental 3D Object Detection Na Zhao G. Lee CLL 34 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 45 36 0 13 Dec 2021
Ex-Model: Continual Learning from a Stream of Trained Models Antonio Carta Andrea Cossu Vincenzo Lomonaco D. Bacciu CLL 19 11 0 13 Dec 2021
Improving Vision Transformers for Incremental Learning Pei Yu Yinpeng Chen Ying Jin Zicheng Liu CLL ViT 27 16 0 12 Dec 2021
Provable Continual Learning via Sketched Jacobian Approximations Reinhard Heckel CLL 22 9 0 09 Dec 2021
Gradient-matching coresets for continual learning Lukas Balles Giovanni Zappella Cédric Archambeau CLL DD 49 2 0 09 Dec 2021
Mimicking the Oracle: An Initial Phase Decorrelation Approach for Class Incremental Learning Yujun Shi Kuangqi Zhou Jian Liang Zihang Jiang Jiashi Feng Philip Torr Song Bai Vincent Y. F. Tan CLL 28 62 0 09 Dec 2021
Self-Supervised Models are Continual Learners Enrico Fini Victor G. Turrisi da Costa Xavier Alameda-Pineda Elisa Ricci Alahari Karteek Julien Mairal BDL CLL SSL 60 161 0 08 Dec 2021
A Contrastive Distillation Approach for Incremental Semantic Segmentation in Aerial Images Edoardo Arnaudo Fabio Cermelli A. Tavera Claudio Rossi Barbara Caputo CLL 24 9 0 07 Dec 2021
Is Class-Incremental Enough for Continual Learning? Andrea Cossu G. Graffieti Lorenzo Pellegrini Davide Maltoni D. Bacciu Antonio Carta Vincenzo Lomonaco CLL 47 30 0 06 Dec 2021