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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 / 2,041 papers shown

Title
Online Deep Metric Learning via Mutual Distillation Gaowen Liu Wanqing Zhao Jie Zhao FedML CLL 26 1 0 10 Mar 2022
Memory Efficient Continual Learning with Transformers Beyza Ermis Giovanni Zappella Martin Wistuba Aditya Rawal Cédric Archambeau CLL 84 46 0 09 Mar 2022
On Generalizing Beyond Domains in Cross-Domain Continual Learning Christian Simon M. Faraki Yi-Hsuan Tsai Xiang Yu S. Schulter Yumin Suh Mehrtash Harandi Manmohan Chandraker FedML OOD CLL 68 32 0 08 Mar 2022
Dynamic Template Selection Through Change Detection for Adaptive Siamese Tracking M. Kiran Le Thanh Nguyen-Meidine R. Sahay Rafael M. O. Cruz Louis-Antoine Blais-Morin Eric Granger 54 2 0 07 Mar 2022
Continual Few-shot Relation Learning via Embedding Space Regularization and Data Augmentation Chengwei Qin Shafiq Joty BDL CLL 76 38 0 04 Mar 2022
Learning Incrementally to Segment Multiple Organs in a CT Image Peng Liu Xia Wang Mengsi Fan Hongli Pan Minmin Yin ... Xiaoying Zhao Li Xiao Liangjing Ding Xingwang Wu S. Kevin Zhou CLL 72 22 0 04 Mar 2022
Provable and Efficient Continual Representation Learning Yingcong Li Mingchen Li M. Salman Asif Samet Oymak CLL 61 13 0 03 Mar 2022
CAFE: Learning to Condense Dataset by Aligning Features Kai Wang Bo Zhao Xiangyu Peng Zheng Zhu Shuo Yang Shuo Wang Guan Huang Hakan Bilen Xinchao Wang Yang You DD 79 0 0 03 Mar 2022
InCloud: Incremental Learning for Point Cloud Place Recognition Joshua Knights Peyman Moghadam Milad Ramezani Sridha Sridharan Clinton Fookes 3DPC 87 27 0 02 Mar 2022
A Versatile Agent for Fast Learning from Human Instructors Yiwen Chen Zedong Zhang Hao-Kang Liu Jiayi Tan C. Chew Marcelo H. Ang Jr 35 0 0 01 Mar 2022
Robust Continual Learning through a Comprehensively Progressive Bayesian Neural Network Guo Yang C. Wong Savitha Ramasamy CLL 105 3 0 27 Feb 2022
HCIL: Hierarchical Class Incremental Learning for Longline Fishing Visual Monitoring J. Mei S. Romain Craig S. Rose Kelsey Magrane Lei Li 26 3 0 25 Feb 2022
Multi-Teacher Knowledge Distillation for Incremental Implicitly-Refined Classification L. Yu Zhenyu Weng Yuqing Wang Yuesheng Zhu CLL 75 6 0 23 Feb 2022
Graph Lifelong Learning: A Survey F. Febrinanto Xiwei Xu Kristen Moore Chandra Thapa Charu C. Aggarwal CLL AI4CE 120 53 0 22 Feb 2022
Learning Bayesian Sparse Networks with Full Experience Replay for Continual Learning Dong Gong Qingsen Yan Yuhang Liu Anton Van Den Hengel Javen Qinfeng Shi CLL BDL 89 40 0 21 Feb 2022
Continual Learning Beyond a Single Model T. Doan Seyed Iman Mirzadeh Mehrdad Farajtabar CLL 92 16 0 20 Feb 2022
Detecting and Learning the Unknown in Semantic Segmentation Robin Shing Moon Chan Svenja Uhlemeyer Matthias Rottmann Hanno Gottschalk UQCV 102 5 0 17 Feb 2022
Diagnosing Batch Normalization in Class Incremental Learning Minghao Zhou Quanziang Wang Jun Shu Qian Zhao Deyu Meng CLL 79 6 0 16 Feb 2022
Improving Pedestrian Prediction Models with Self-Supervised Continual Learning Luzia Knoedler C. Salmi Hai Zhu B. Brito Javier Alonso-Mora SSL CLL 44 14 0 15 Feb 2022
Continual Learning from Demonstration of Robotics Skills Sayantan Auddy Jakob J. Hollenstein Matteo Saveriano A. Rodríguez-Sánchez J. Piater 22 23 0 14 Feb 2022
Memory Replay with Data Compression for Continual Learning Liyuan Wang Xingxing Zhang Kuo Yang L. Yu Chongxuan Li Lanqing Hong Shifeng Zhang Zhenguo Li Yi Zhong Jun Zhu 92 105 0 14 Feb 2022
Exemplar-free Online Continual Learning Jiangpeng He Fengqing Zhu CLL 88 20 0 11 Feb 2022
Incremental Learning of Structured Memory via Closed-Loop Transcription Shengbang Tong Xili Dai Ziyang Wu Mingyang Li Brent Yi Yi-An Ma CLL 88 19 0 11 Feb 2022
False Memory Formation in Continual Learners Through Imperceptible Backdoor Trigger Muhammad Umer R. Polikar AAML 45 6 0 09 Feb 2022
Self-Paced Imbalance Rectification for Class Incremental Learning Zhiheng Liu Kai Zhu Yang Cao CLL 142 0 0 08 Feb 2022
Dataset Condensation with Contrastive Signals Saehyung Lee Sanghyuk Chun Sangwon Jung Sangdoo Yun Sung-Hoon Yoon DD 101 103 0 07 Feb 2022
Interactron: Embodied Adaptive Object Detection Klemen Kotar Roozbeh Mottaghi 95 26 0 01 Feb 2022
Continual Attentive Fusion for Incremental Learning in Semantic Segmentation Guanglei Yang Enrico Fini Dan Xu Paolo Rota Mingli Ding Hao Tang Xavier Alameda-Pineda Elisa Ricci CLL 74 22 0 01 Feb 2022
A Comparative Study of Calibration Methods for Imbalanced Class Incremental Learning Umang Aggarwal Adrian Daniel Popescu Eden Belouadah C´eline Hudelot CLL 99 4 0 01 Feb 2022
Fully Online Meta-Learning Without Task Boundaries Jathushan Rajasegaran Chesea Finn Sergey Levine CLL 68 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 70 8 0 31 Jan 2022
Learning Fast, Learning Slow: A General Continual Learning Method based on Complementary Learning System Elahe Arani F. Sarfraz Bahram Zonooz CLL 175 137 0 29 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
Progressive Continual Learning for Spoken Keyword Spotting Yizheng Huang Nana Hou Nancy F. Chen CLL 102 16 0 29 Jan 2022
Unified Question Generation with Continual Lifelong Learning Wei Yuan Hongzhi Yin Tieke He Tong Chen Qiufeng Wang Li-zhen Cui 101 11 0 24 Jan 2022
PaRT: Parallel Learning Towards Robust and Transparent AI Mahsa Paknezhad Hamsawardhini Rengarajan Chenghao Yuan Sujanya Suresh Manas Gupta Savitha Ramasamy Hwee Kuan Lee OOD 73 1 0 24 Jan 2022
vCLIMB: A Novel Video Class Incremental Learning Benchmark Andrés Villa Kumail Alhamoud Juan Carlos León Alcázar Fabian Caba Heilbron Victor Escorcia Guohao Li CLL 149 33 0 23 Jan 2022
Learning to Predict Gradients for Semi-Supervised Continual Learning Yan Luo Yongkang Wong Mohan S. Kankanhalli Qi Zhao SSL CLL 70 8 0 23 Jan 2022
Logarithmic Continual Learning Wojciech Masarczyk Pawel Wawrzyñski Daniel Marczak Kamil Deja Tomasz Trzciñski 69 4 0 17 Jan 2022
The CLEAR Benchmark: Continual LEArning on Real-World Imagery Zhiqiu Lin Jia Shi Deepak Pathak Deva Ramanan CLL VLM 203 93 0 17 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
Continual Learning of Long Topic Sequences in Neural Information Retrieval Thomas Gerald Laure Soulier CLL 75 6 0 10 Jan 2022
Robust and Resource-Efficient Data-Free Knowledge Distillation by Generative Pseudo Replay Kuluhan Binici Shivam Aggarwal N. Pham K. Leman T. Mitra TTA 110 48 0 09 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
A Novel Incremental Learning Driven Instance Segmentation Framework to Recognize Highly Cluttered Instances of the Contraband Items Taimur Hassan S. Akçay Bennamoun Salman Khan Naoufel Werghi 72 26 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
Self-directed Machine Learning Wenwu Zhu Xin Eric Wang P. Xie 67 6 0 04 Jan 2022
Towards Unsupervised Open World Semantic Segmentation Svenja Uhlemeyer Matthias Rottmann Hanno Gottschalk 133 18 0 04 Jan 2022
DIAL: Deep Interactive and Active Learning for Semantic Segmentation in Remote Sensing Gaston Lenczner Adrien Chan-Hon-Tong Bertrand Le Saux Nicola Luminari G. L. Besnerais 40 37 0 04 Jan 2022