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iCaRL: Incremental Classifier and Representation Learning

23 November 2016

Sylvestre-Alvise Rebuffi

Papers citing "iCaRL: Incremental Classifier and Representation Learning"

50 / 1,603 papers shown

Title
Computationally Budgeted Continual Learning: What Does Matter? Ameya Prabhu Hasan Hammoud P. Dokania Philip Torr Ser-Nam Lim Guohao Li Adel Bibi CLL 81 64 0 20 Mar 2023
TARGET: Federated Class-Continual Learning via Exemplar-Free Distillation Jie M. Zhang Chen Chen Weiming Zhuang Lingjuan Lv CLL FedML 82 54 0 13 Mar 2023
Continual Visual Reinforcement Learning with A Life-Long World Model Wendong Zhang Wendong Zhang Geng Chen Siyu Gao Yunbo Wang Xiaokang Yang Xiaokang Yang CLL 95 3 0 12 Mar 2023
Dynamic Y-KD: A Hybrid Approach to Continual Instance Segmentation M. Fortin B. Chaib-draa CLL 74 1 0 10 Mar 2023
Centroid Distance Distillation for Effective Rehearsal in Continual Learning Daofeng Liu Fan Lyu Linyan Li Zhenping Xia Fuyuan Hu 56 5 0 06 Mar 2023
Continual Causal Inference with Incremental Observational Data Zhixuan Chu Ruopeng Li S. Rathbun Sheng Li CML 82 15 0 03 Mar 2023
Benchmarking Deepart Detection Yabin Wang Zhiwu Huang Xiaopeng Hong 105 11 0 28 Feb 2023
A Neural Span-Based Continual Named Entity Recognition Model Yunan Zhang Qingcai Chen CLL 84 7 0 23 Feb 2023
Preventing Catastrophic Forgetting in Continual Learning of New Natural Language Tasks Sudipta Kar Giuseppe Castellucci Simone Filice S. Malmasi Oleg Rokhlenko CLL KELM 110 8 0 22 Feb 2023
On Handling Catastrophic Forgetting for Incremental Learning of Human Physical Activity on the Edge Jingwei Zuo George Arvanitakis Hakim Hacid 62 4 0 18 Feb 2023
SCLIFD:Supervised Contrastive Knowledge Distillation for Incremental Fault Diagnosis under Limited Fault Data Peng Peng Hanrong Zhang Mengxuan Li Gongzhuang Peng Hongwei Wang Nong Sang CLL 43 8 0 12 Feb 2023
No One Left Behind: Real-World Federated Class-Incremental Learning Jiahua Dong Hongliu Li Yang Cong Gan Sun Yulun Zhang Dengxin Dai FedML CLL 109 45 0 02 Feb 2023
Online Continual Learning via the Knowledge Invariant and Spread-out Properties Ya-nan Han Jian Liu CLL 89 8 0 02 Feb 2023
Streaming LifeLong Learning With Any-Time Inference S. Banerjee Vinay Kumar Verma Vinay P. Namboodiri CLL 58 3 0 27 Jan 2023
Towards Continual Egocentric Activity Recognition: A Multi-modal Egocentric Activity Dataset for Continual Learning Linfeng Xu Qingbo Wu Lili Pan Fanman Meng Hongliang Li Chiyuan He Hanxin Wang Shaoxu Cheng Yunshu Dai EgoV HAI 86 25 0 26 Jan 2023
Probabilistic Bilevel Coreset Selection Xiao Zhou Renjie Pi Weizhong Zhang Yong Lin Tong Zhang NoLa 136 32 0 24 Jan 2023
Adaptively Integrated Knowledge Distillation and Prediction Uncertainty for Continual Learning Kanghao Chen Sijia Liu Ruixuan Wang Weishi Zheng KELM CLL 31 0 0 18 Jan 2023
Artificial Neuronal Ensembles with Learned Context Dependent Gating M. Tilley Michelle Miller David J. Freedman 67 3 0 17 Jan 2023
Dataset Distillation: A Comprehensive Review Ruonan Yu Songhua Liu Xinchao Wang DD 163 132 0 17 Jan 2023
Self-recovery of memory via generative replay Zhenglong Zhou Geshi Yeung A. Schapiro CLL OffRL 71 1 0 15 Jan 2023
RMM: Reinforced Memory Management for Class-Incremental Learning Yaoyao Liu Bernt Schiele Qianru Sun CLL 89 97 0 14 Jan 2023
A Comprehensive Survey of Dataset Distillation Shiye Lei Dacheng Tao DD 106 93 0 13 Jan 2023
Online Class-Incremental Learning For Real-World Food Image Classification S. Raghavan Jiangpeng He Fengqing Zhu CLL 122 15 0 12 Jan 2023
Effective Decision Boundary Learning for Class Incremental Learning Chaoyue Ding Kunchi Li Jun Wan Shan Yu CLL 64 1 0 12 Jan 2023
Online Hyperparameter Optimization for Class-Incremental Learning Yaoyao Liu Yingying Li Bernt Schiele Qianru Sun CLL 72 33 0 11 Jan 2023
A Distinct Unsupervised Reference Model From The Environment Helps Continual Learning Seyyed Amirhossein Ameli Kalkhoran Mohammadamin Banayeeanzade Mahdi Samiei M. Baghshah BDL CLL 71 0 0 11 Jan 2023
Latent Spectral Regularization for Continual Learning Emanuele Frascaroli Riccardo Benaglia Matteo Boschini Luca Moschella Cosimo Fiorini Emanuele Rodolà Simone Calderara BDL CLL 77 4 0 09 Jan 2023
On Sequential Bayesian Inference for Continual Learning Samuel Kessler Adam D. Cobb Tim G. J. Rudner S. Zohren Stephen J. Roberts CLL BDL 119 7 0 04 Jan 2023
Self-Activating Neural Ensembles for Continual Reinforcement Learning Sam Powers Eliot Xing Abhinav Gupta KELM CLL 86 5 0 31 Dec 2022
Resolving Task Confusion in Dynamic Expansion Architectures for Class Incremental Learning Bin Huang Zhineng Chen Peng Zhou Jiayin Chen Zuxuan Wu CLL 77 22 0 29 Dec 2022
A Unified Object Counting Network with Object Occupation Prior Shengqin Jiang Qing Wang Fengna Cheng Yuankai Qi Qingshan Liu 99 7 0 29 Dec 2022
Saliency-Augmented Memory Completion for Continual Learning Guangji Bai Chen Ling Yuyang Gao Liang Zhao CLL 120 4 0 26 Dec 2022
Utilizing Priming to Identify Optimal Class Ordering to Alleviate Catastrophic Forgetting Gabriel Mantione-Holmes Justin Leo Jugal Kalita CLL 61 2 0 24 Dec 2022
Model Ratatouille: Recycling Diverse Models for Out-of-Distribution Generalization Alexandre Ramé Kartik Ahuja Jianyu Zhang Matthieu Cord Léon Bottou David Lopez-Paz MoMe OODD 128 86 0 20 Dec 2022
DSI++: Updating Transformer Memory with New Documents Sanket Vaibhav Mehta Jai Gupta Yi Tay Mostafa Dehghani Vinh Q. Tran J. Rao Marc Najork Emma Strubell Donald Metzler CLL 103 46 0 19 Dec 2022
Task-Adaptive Saliency Guidance for Exemplar-free Class Incremental Learning Xialei Liu Jiang-Tian Zhai Andrew D. Bagdanov Ke Li Mingg-Ming Cheng CLL 63 5 0 16 Dec 2022
3rd Continual Learning Workshop Challenge on Egocentric Category and Instance Level Object Understanding Lorenzo Pellegrini Chenchen Zhu Fanyi Xiao Zhicheng Yan Antonio Carta Matthias De Lange Vincenzo Lomonaco Roshan Sumbaly Pau Rodríguez López David Vazquez CLL 105 7 0 13 Dec 2022
Instance-Conditional Timescales of Decay for Non-Stationary Learning Nishant Jain Pradeep Shenoy 94 4 0 12 Dec 2022
A soft nearest-neighbor framework for continual semi-supervised learning Zhiqi Kang Enrico Fini Moin Nabi Elisa Ricci Alahari Karteek SSL BDL CLL 86 18 0 09 Dec 2022
PIVOT: Prompting for Video Continual Learning Andrés Villa Juan Carlos León Alcázar Motasem Alfarra Kumail Alhamoud J. Hurtado Fabian Caba Heilbron Alvaro Soto Guohao Li VLM CLL 125 46 0 09 Dec 2022
System Design for an Integrated Lifelong Reinforcement Learning Agent for Real-Time Strategy Games Indranil Sur Z. Daniels Abrar Rahman Kamil Faber Gianmarco J. Gallardo ... Roberto Corizzo Ajay Divakaran M. Piacentino Jesse Hostetler Aswin Raghavan CLL OffRL 78 4 0 08 Dec 2022
Open World DETR: Transformer based Open World Object Detection Na Dong Yongqiang Zhang Mingli Ding G. Lee 83 12 0 06 Dec 2022
Evidential Deep Learning for Class-Incremental Semantic Segmentation Karl Holmquist Lena Klasén Michael Felsberg EDL CLL 54 6 0 06 Dec 2022
Single image calibration using knowledge distillation approaches Khadidja Ould Amer O. Hadjerci Mohamed Abbas Hedjazi Antoine Letienne 26 0 0 05 Dec 2022
DA-CIL: Towards Domain Adaptive Class-Incremental 3D Object Detection Ziyuan Zhao Ming Xu Peisheng Qian R. Pahwa Richard Chang 3DPC CLL 87 8 0 05 Dec 2022
FedKNOW: Federated Continual Learning with Signature Task Knowledge Integration at Edge Yaxin Luopan Rui Han Qinglong Zhang Chi Harold Liu Guoren Wang FedML 165 19 0 04 Dec 2022
AL-iGAN: An Active Learning Framework for Tunnel Geological Reconstruction Based on TBM Operational Data Hao Wang Lixue Liu Xueguan Song Chao Zhang Dacheng Tao GAN AI4CE 55 0 0 02 Dec 2022
GMM-IL: Image Classification using Incrementally Learnt, Independent Probabilistic Models for Small Sample Sizes P. Johnston Keiller Nogueira Kevin Swingler CLL 57 3 0 01 Dec 2022
SimCS: Simulation for Domain Incremental Online Continual Segmentation Motasem Alfarra Zhipeng Cai Adel Bibi Guohao Li Matthias Müller CLL 66 4 0 29 Nov 2022
Learning to Learn: How to Continuously Teach Humans and Machines Parantak Singh You Li Ankur Sikarwar Weixian Lei Daniel Gao Morgan B. Talbot Ying Sun Mike Zheng Shou Gabriel Kreiman Mengmi Zhang CLL 86 6 0 28 Nov 2022