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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 / 1,602 papers shown

Title
The Importance of Robust Features in Mitigating Catastrophic Forgetting Hikmat Khan N. Bouaynaya Ghulam Rasool 77 7 0 29 Jun 2023
Improving Online Continual Learning Performance and Stability with Temporal Ensembles Albin Soutif--Cormerais Antonio Carta Joost van de Weijer CLL 95 12 0 29 Jun 2023
Few-Shot Continual Learning via Flat-to-Wide Approaches M. A. Ma'sum Mahardhika Pratama E. Lughofer Lin Liu Habibullah Habibullah Ryszard Kowalczyk VLM CLL 92 4 0 26 Jun 2023
Explainable Lifelong Stream Learning Based on "Glocal" Pairwise Fusion C. K. Loo W. S. Liew S. Wermter CLL 42 0 0 23 Jun 2023
Progressive Fourier Neural Representation for Sequential Video Compilation Haeyong Kang Jaehong Yoon Dahyun Kim Sung Ju Hwang Chang D. Yoo AI4TS 110 2 0 20 Jun 2023
Knowledge Transfer-Driven Few-Shot Class-Incremental Learning Ye Wang Yaxiong Wang Guoshuai Zhao Xueming Qian CLL 83 1 0 19 Jun 2023
Partial Hypernetworks for Continual Learning Hamed Hemati Vincenzo Lomonaco D. Bacciu Damian Borth CLL 78 7 0 19 Jun 2023
Regularizing with Pseudo-Negatives for Continual Self-Supervised Learning Sungmin Cha Kyunghyun Cho Taesup Moon BDL CLL 99 4 0 08 Jun 2023
Approximate Bayesian Class-Conditional Models under Continuous Representation Shift Thomas L. Lee Amos Storkey BDL 86 4 0 30 May 2023
Learning without Forgetting for Vision-Language Models Da-Wei Zhou Yuanhan Zhang Jingyi Ning Jingyi Ning De-Chuan Zhan De-Chuan Zhan Ziwei Liu VLM CLL 152 44 0 30 May 2023
SHARP: Sparsity and Hidden Activation RePlay for Neuro-Inspired Continual Learning Mustafa Burak Gurbuz J. M. Moorman Constantinos Dovrolis CLL 57 0 0 29 May 2023
DeCoR: Defy Knowledge Forgetting by Predicting Earlier Audio Codes Xilin Jiang Yinghao Aaron Li N. Mesgarani CLL 45 1 0 29 May 2023
Towards Efficient Deep Hashing Retrieval: Condensing Your Data via Feature-Embedding Matching Tao Feng Jie Zhang Peizheng Wang Zhijie Wang Shengyuan Pang DD 136 0 0 29 May 2023
HyperTime: Hyperparameter Optimization for Combating Temporal Distribution Shifts Shaokun Zhang Yiran Wu Zhonghua Zheng Qingyun Wu Chi Wang OOD 95 8 0 28 May 2023
Backdoor Attacks Against Incremental Learners: An Empirical Evaluation Study Yiqi Zhong Xianming Liu Deming Zhai Junjun Jiang Xiang Ji AAML 34 2 0 28 May 2023
Fairness Continual Learning Approach to Semantic Scene Understanding in Open-World Environments Thanh-Dat Truong Hoang-Quan Nguyen Bhiksha Raj Khoa Luu CLL 114 14 0 25 May 2023
SketchOGD: Memory-Efficient Continual Learning Benjamin Wright Youngjae Min Jeremy Bernstein Navid Azizan CLL 192 0 0 25 May 2023
Lightweight Learner for Shared Knowledge Lifelong Learning Yunhao Ge Yuecheng Li Di Wu Ao Xu Adam M. Jones ... Gozde Sahin Shuo Ni Kiran Lekkala Sumedh Anand Sontakke Laurent Itti CLL 81 12 0 24 May 2023
Continual Dialogue State Tracking via Example-Guided Question Answering Hyundong Justin Cho Andrea Madotto Zhaojiang Lin Khyathi Chandu Satwik Kottur Jing Xu Jonathan May Chinnadhurai Sankar CLL 83 3 0 23 May 2023
Boosting Long-tailed Object Detection via Step-wise Learning on Smooth-tail Data Na Dong Yongqiang Zhang Mingli Ding G. Lee 97 3 0 22 May 2023
Farewell to Aimless Large-scale Pretraining: Influential Subset Selection for Language Model Xiao Wang Wei Zhou Qi Zhang Jie Zhou Songyang Gao Junzhe Wang Menghan Zhang Xiang Gao Yunwen Chen Tao Gui 129 10 0 22 May 2023
Continual Learning through Human-Robot Interaction: Human Perceptions of a Continual Learning Robot in Repeated Interactions Ali Ayub Zachary De Francesco Patrick Holthaus Chrystopher L. Nehaniv Kerstin Dautenhahn CLL HAI 107 7 0 22 May 2023
Mode-Aware Continual Learning for Conditional Generative Adversarial Networks Cat P. Le Juncheng Dong Ahmed Aloui Vahid Tarokh TTA GAN 67 1 0 19 May 2023
Online Continual Learning Without the Storage Constraint Ameya Prabhu Zhipeng Cai P. Dokania Philip Torr V. Koltun Ozan Sener CLL 172 32 0 16 May 2023
DAC-MR: Data Augmentation Consistency Based Meta-Regularization for Meta-Learning Jun Shu Xiang Yuan Deyu Meng Zongben Xu 98 4 0 13 May 2023
Continual Vision-Language Representation Learning with Off-Diagonal Information Zixuan Ni Longhui Wei Siliang Tang Yueting Zhuang Qi Tian VLM CLL 118 26 0 11 May 2023
Improving Continual Relation Extraction by Distinguishing Analogous Semantics Wenzheng Zhao Yuanning Cui Wei Hu CLL 66 20 0 11 May 2023
DOCTOR: A Multi-Disease Detection Continual Learning Framework Based on Wearable Medical Sensors Chia-Hao Li N. Jha 107 8 0 09 May 2023
On the Effectiveness of Equivariant Regularization for Robust Online Continual Learning Lorenzo Bonicelli Matteo Boschini Emanuele Frascaroli Angelo Porrello M. Pennisi Giovanni Bellitto S. Palazzo C. Spampinato Simone Calderara CLL 60 3 0 05 May 2023
Evolving Dictionary Representation for Few-shot Class-incremental Learning Xuejun Han Yuhong Guo CLL 69 0 0 03 May 2023
Gradient-based Maximally Interfered Retrieval for Domain Incremental 3D Object Detection Barza Nisar Hruday Vishal Kanna Anand Steven L. Waslander 79 1 0 27 Apr 2023
Evaluation of Regularization-based Continual Learning Approaches: Application to HAR B. Kann Sandra Castellanos-Paez P. Lalanda 94 5 0 26 Apr 2023
eTag: Class-Incremental Learning with Embedding Distillation and Task-Oriented Generation Libo Huang Yan Zeng Chuanguang Yang Zhulin An Boyu Diao Yongjun Xu CLL 103 2 0 20 Apr 2023
Taxonomic Class Incremental Learning Yuzhao Chen Zonghua Li Zhiyuan Hu Nuno Vasconcelos CLL 79 3 0 12 Apr 2023
Task Difficulty Aware Parameter Allocation & Regularization for Lifelong Learning Wenjin Wang Yunqing Hu Qianglong Chen Yin Zhang CLL 103 13 0 11 Apr 2023
Density Map Distillation for Incremental Object Counting Chenshen Wu Joost van de Weijer 65 2 0 11 Apr 2023
Federated Incremental Semantic Segmentation Jiahua Dong Duzhen Zhang Yang Cong Wei Cong Henghui Ding Dengxin Dai FedML 83 42 0 10 Apr 2023
Asynchronous Federated Continual Learning Donald Shenaj Marco Toldo Alberto Rigon Pietro Zanuttigh FedML CLL 82 35 0 07 Apr 2023
On the Stability-Plasticity Dilemma of Class-Incremental Learning Dongwan Kim Bohyung Han CLL 58 52 0 04 Apr 2023
Knowledge Accumulation in Continually Learned Representations and the Issue of Feature Forgetting Timm Hess Eli Verwimp Gido M. van de Ven Tinne Tuytelaars CLL 126 9 0 03 Apr 2023
Towards Adversarially Robust Continual Learning Tao Bai Chen Chen Lingjuan Lyu Jun Zhao Bihan Wen AAML 88 9 0 31 Mar 2023
Complementary Domain Adaptation and Generalization for Unsupervised Continual Domain Shift Learning Won-Yong Cho Jinha Park Taesup Kim CLL 113 6 0 28 Mar 2023
Towards Open Temporal Graph Neural Networks Kaituo Feng Changsheng Li Xiaolu Zhang Jun Zhou AI4CE 87 16 0 27 Mar 2023
Forget-free Continual Learning with Soft-Winning SubNetworks Haeyong Kang Jaehong Yoon Sultan Rizky Hikmawan Madjid Sung Ju Hwang Chang D. Yoo CLL 105 4 0 27 Mar 2023
Addressing the Challenges of Open-World Object Detection David Pershouse Feras Dayoub Dimity Miller Niko Sünderhauf ObjD 54 3 0 27 Mar 2023
Leveraging Old Knowledge to Continually Learn New Classes in Medical Images Evelyn Chee Mong Li Lee Wynne Hsu CLL 44 7 0 24 Mar 2023
First Session Adaptation: A Strong Replay-Free Baseline for Class-Incremental Learning A. Panos Yuriko Kobe Daniel Olmeda Reino Rahaf Aljundi Richard Turner CLL 167 43 0 23 Mar 2023
AdaCL:Adaptive Continual Learning Elif Ceren Gok Murat Onur Yildirim Mert Kilickaya Joaquin Vanschoren CLL 99 1 0 23 Mar 2023
A Survey on Class Imbalance in Federated Learning Jing Zhang Chuanwen Li Jianzgong Qi Jiayuan He FedML 88 16 0 21 Mar 2023
Assessor-Guided Learning for Continual Environments M. A. Ma'sum Mahardhika Pratama E. Lughofer Weiping Ding W. Jatmiko 74 13 0 21 Mar 2023