iCaRL: Incremental Classifier and Representation Learning
Rebuffi, Sylvestre-Alvise, Kolesnikov, Alexander, Sperl, Georg, Lampert, Christoph H.·2017·2017 IEEE Conference on Computer Vision and Pattern Recognition (CVPR)
Cited by (1,015)
Items 501–600 of 1,015
- Online Depth Learning Against Forgetting in Monocular VideosZhenyu Zhang, Stéphane Lathuilière, Elisa Ricci, Nicu Sebe, Yan Yan, Jian Jun Yang · 2020 · IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings
- Incremental learning for exudate and hemorrhage segmentation on fundus imagesWanji He, Xin Wang, Lin Wang, Yelin Huang, Zhiwen Yang, Xuan Yao, Xin Zhao, Lie Ju, Liao Wu, Lin Yuanbo Wu et al. · 2021 · Information Fusion
- Continual Learning With Structured Inheritance for Semantic Segmentation in Aerial ImageryYingchao Feng, Xian Sun, Wenhui Diao, Jihao Li, Xin Gao, Kun Fu · 2021 · IEEE Transactions on Geoscience and Remote Sensing
- Dynamic Language Models for Continuously Evolving ContentSpurthi Amba Hombaiah, Tao Chen, Mingyang Zhang, Michael Bendersky, Marc Najork · 2021 · ACM SIGKDD Conference on Knowledge Discovery and Data Mining (KDD)
- Dual-Teacher Class-Incremental Learning With Data-Free Generative ReplayYoojin Choi, Mostafa El‐Khamy, Jungwon Lee · 2021 · IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops (CVPRW)
- Memory Recall: A Simple Neural Network Training Framework Against Catastrophic ForgettingBaosheng Zhang, Yuchen Guo, Yipeng Li, Yuwei He, Haoqian Wang, Qionghai Dai · 2021 · IEEE Transactions on Neural Networks and Learning Systems
- Online Continual Learning with Natural Distribution Shifts: An Empirical Study with Visual DataZhipeng Cai, Ozan Şener, Vladlen Koltun · 2021 · IEEE/CVF International Conference on Computer Vision (ICCV)
- Continual semi-supervised learning through contrastive interpolation consistencyMatteo Boschini, Pietro Buzzega, Lorenzo Bonicelli, Angelo Porrello, Simone Calderara · 2022 · Pattern Recognition Letters
- Incremental Learning With Open-Set Recognition for Remote Sensing Image Scene ClassificationWeiwei Liu, Xiangli Nie, Bo Zhang, Xian Sun · 2022 · IEEE Transactions on Geoscience and Remote Sensing
- Incremental Learning Based on Anchored Class Centers for SAR Automatic Target RecognitionBin Li, Zongyong Cui, Zongjie Cao, Jianyu Yang · 2022 · IEEE Transactions on Geoscience and Remote Sensing
- Learning to Imagine: Diversify Memory for Incremental Learning using Unlabeled DataYu-Ming Tang, Yi-Xing Peng, Wei‐Shi Zheng · 2022 · IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings
- The Challenges of Continuous Self-Supervised LearningSenthil Purushwalkam, Pedro M. Morgado, Abhinav Gupta · 2022 · Lecture notes in computer science
- Incremental Detection of Remote Sensing Objects With Feature Pyramid and Knowledge DistillationJingzhou Chen, Shihao Wang, Ling Chen, Haibin Cai, Yuntao Qian · 2020 · IEEE Transactions on Geoscience and Remote Sensing
- Learnable Distribution Calibration for Few-Shot Class-Incremental LearningBinghao Liu, Boyu Yang, Lingxi Xie, Ren Wang, Qi Chuan Tian, Qixiang Ye · 2023 · IEEE Transactions on Pattern Analysis and Machine Intelligence
- Multi-granularity knowledge distillation and prototype consistency regularization for class-incremental learningYanyan Shi, Dianxi Shi, Ziteng Qiao, Zhen Wang, Yi Zhang, Shaowu Yang, Chunping Qiu · 2023 · Neural Networks
- Real-Time Evaluation in Online Continual Learning: A New HopeYasir Ghunaim, Adel Bibi, Kumail Alhamoud, Motasem Alfarra, Hasan Abed Al Kader Hammoud, Ameya Prabhu, Philip H. S. Torr, Bernard Ghanem · 2023 · IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings
- VQACL: A Novel Visual Question Answering Continual Learning SettingXi Zhang, Feifei Zhang, Changsheng Xu · 2023 · IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings
- When Prompt-based Incremental Learning Does Not Meet Strong PretrainingYu-Ming Tang, Yi-Xing Peng, Wei‐Shi Zheng · 2023 · IEEE/CVF International Conference on Computer Vision (ICCV)
- Dynamic Residual Classifier for Class Incremental LearningXiuwei Chen, Xiaobin Chang · 2023 · IEEE/CVF International Conference on Computer Vision (ICCV)
- Distributed Machine Learning in Edge Computing: Challenges, Solutions and Future DirectionsJingke Tu, Lei Yang, Jiannong Cao · 2024 · ACM Computing Surveys
- The limits and potentials of deep learning for roboticsSünderhauf, Niko, Brock, Oliver, Scheirer, Walter, Hadsell, Raia, Fox, Dieter, Leitner, Jürgen, Upcroft, Ben, Abbeel, Pieter, Burgard, Wolfram, Milford, Michael et al. · 2018 · The International Journal of Robotics Research
- Unified Probabilistic Deep Continual Learning through Generative Replay and Open Set RecognitionMartin Mundt, Iuliia Pliushch, Sagnik Majumder, Yongwon Hong, Visvanathan Ramesh · 2022 · Journal of Imaging
- Class-Incremental Learning with Cross-Space Clustering and Controlled TransferArjun Ashok, K J Joseph, Vineeth Nallure Balasubramanian · 2022 · Lecture notes in computer science
- M2KD: Multi-model and Multi-level Knowledge Distillation for Incremental LearningZhou, Peng, Long Mai, Jianming Zhang, Ning Xu, Zuxuan Wu, Larry Steven Davis · 2019 · arXiv (Cornell University)
- DFIL: Deepfake Incremental Learning by Exploiting Domain-invariant Forgery CluesPan, Kun, Yin, Yifang, Wei, Yao, Lin, Feng, Ba, Zhongjie, Liu, Zhenguang, Wang, Zhibo, Cavallaro, Lorenzo, Ren, Kui · 2023 · Proceedings of the 31st ACM International Conference on Multimedia
- Class-Incremental Learning for Semantic Segmentation in Aerial Imagery via Distillation in All AspectsLianlei Shan, Weiqiang Wang, Ke Lv, Bin Luo · 2021 · IEEE Transactions on Geoscience and Remote Sensing
- Towards Continual Egocentric Activity Recognition: A Multi-Modal Egocentric Activity Dataset for Continual LearningLinfeng Xu, Qingbo Wu, Lili Pan, Fanman Meng, Hongliang Li, Chiyuan He, Hanxin Wang, Shaoxu Cheng, Yu Dai · 2023 · IEEE Transactions on Multimedia
- AdaInf: Data Drift Adaptive Scheduling for Accurate and SLO-guaranteed Multiple-Model Inference Serving at Edge ServersSudipta Saha Shubha, Haiying Shen · 2023 · ACM SIGCOMM Conference (SIGCOMM)
- Audio-Visual Class-Incremental LearningWeiguo Pian, Shentong Mo, Yunhui Guo, Yapeng Tian · 2023 · IEEE/CVF International Conference on Computer Vision (ICCV)
- Continual Learning for Smart City: A SurveyLi Yang, Zhipeng Luo, Shiming Zhang, Fei Teng, Tianrui Li · 2024 · IEEE Transactions on Knowledge and Data Engineering
- DeGAN: Data-Enriching GAN for Retrieving Representative Samples from a Trained ClassifierSravanti Addepalli, Gaurav Kumar Nayak, Anirban Chakraborty, R. Venkatesh Babu · 2020 · Proceedings of the AAAI Conference on Artificial Intelligence
- Class-incremental Learning with Pre-allocated Fixed ClassifiersFederico Pernici, Matteo Bruni, Claudio Baecchi, Francesco Turchini, Alberto Del Bimbo · 2021 · Proceedings - International Conference on Pattern Recognition/Proceedings/International Conference on Pattern Recognition
- Positive-Congruent Training: Towards Regression-Free Model UpdatesSijie Yan, Yuanjun Xiong, Kaustav Kundu, Shuo Yang, Siqi Deng, Meng Wang, Wei Xia, Stefano Soatto · 2021 · IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings
- Continual Neural Mapping: Learning An Implicit Scene Representation from Sequential ObservationsZike Yan, Yuxin Tian, Xuesong Shi, Ping Yi Guo, Peng Wang, Hongbin Zha · 2021 · IEEE/CVF International Conference on Computer Vision (ICCV)
- Incremental Cross-Domain Adaptation for Robust Retinopathy Screening via Bayesian Deep LearningTaimur Hassan, Bilal Hassan, Muhammad Usman Akram, Shahrukh K. Hashmi, Abdel Hakim Taguri, Naoufel Werghi · 2021 · IEEE Transactions on Instrumentation and Measurement
- Multi-Task Incremental Learning for Object DetectionXialei Liu, Hao Yang, Avinash Ravichandran, Rahul Bhotika, Stefano Soatto · 2020 · arXiv (Cornell University)
- CKDF: Cascaded Knowledge Distillation Framework for Robust Incremental LearningKunchi Li, Jun Wan, Shan Yu · 2022 · IEEE Transactions on Image Processing
- CoSCL: Cooperation of Small Continual Learners is Stronger Than a Big OneLiyuan Wang, Xingxing Zhang, Qian Li, Jun Zhu, Yi Zhong · 2022 · Lecture notes in computer science
- Learning consistent region features for lifelong person re-identificationJinze Huang, Xiaohan Yu, Dong An, Yaoguang Wei, Xiao Ping Bai, Jin Guang Zheng, Chen Wang, Jun Wei Zhou · 2023 · Pattern Recognition
- Survey of continuous deep learning methods and techniques used for incremental learningJustin Leo, Jugal Kumar Kalita · 2024 · Neurocomputing
- FCS: Feature Calibration and Separation for Non-Exemplar Class Incremental LearningQiwei Li, Yuxin Peng, Jiahuan Zhou · 2024 · IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings
- Open World Object Detection: A SurveyYiming Li, Yi Wang, Wenqian Wang, Dan Lin, Bingbing Li, Kim–Hui Yap · 2024 · IEEE Transactions on Circuits and Systems for Video Technology
- Face template protection using deep LDPC codes learningLingying Chen, Guanghui Zhao, Junwei Zhou, Anthony T. S. Ho, L.M. Cheng · 2018 · IET Biometrics
- Posterior Meta-Replay for Continual LearningHenning, Christian, Maria R. Cervera, Francesco D'Angelo, Johannes von Oswald, Regina Traber, Benjamin Ehret, Seijin Kobayashi, Benjamin F. Grewe, João Sacramento · 2021 · Zurich Open Repository and Archive (University of Zurich)
- Incremental Learning via Rate ReductionZiyang Wu, Christina Baek, Chong You, Yi Ma · 2021 · IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings
- CFA: Constraint-based Finetuning Approach for Generalized Few-Shot Object DetectionKarim Guirguis, Ahmed Hendawy, George Eskandar, Mohamed Abdelsamad, Matthias Kayser, Jürgen Beyerer · 2022 · IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops (CVPRW)
- vCLIMB: A Novel Video Class Incremental Learning BenchmarkAndres Villa, Kumail Alhamoud, Victor A Escorcia, Fabian Caba Heilbron, Juan León Alcázar, Bernard Ghanem · 2022 · IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings
- Augmented Geometric Distillation for Data-Free Incremental Person ReIDYi‐Chen Lu, Mei Wang, Weihong Deng · 2022 · IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings
- Online Hyperparameter Optimization for Class-Incremental LearningYaoyao Liu, Yingying Li, Bernt Schiele, Qianru Sun · 2023 · Proceedings of the AAAI Conference on Artificial Intelligence
- Evaluation of Operating State for Smart Electricity Meters Based on Transformer–Encoder–BiLSTMZhongyong Zhao, Yu Chen, Jiangnan Liu, Yingying Cheng, Chao Tang, Chenguo Yao · 2022 · IEEE Transactions on Industrial Informatics
- Bootstrapping Human Activity Recognition Systems for Smart Homes from ScratchShruthi Kashinath Hiremath, Yasutaka Nishimura, Sonia Chernova, Thomas Plötz · 2022 · Proceedings of the ACM on Interactive Mobile Wearable and Ubiquitous Technologies
- Meta Reconciliation Normalization for Lifelong Person Re-IdentificationNan Pu, Yu Liu, Wei Chen, Erwin M. Bakker, Michael S. Lew · 2022 · ACM International Conference on Multimedia (ACM MM)
- Continual learning from demonstration of robotics skillsSayantan Auddy, Jakob Hollenstein, Matteo Saveriano, Antonio J. Rodríguez-Sánchez, Justus Piater · 2023 · Robotics and Autonomous Systems
- AI Autonomy: Self‐initiated Open‐world Continual Learning and AdaptationBing Liu, Sahisnu Mazumder, Eric Robertson, Scott Grigsby · 2023 · AI Magazine
- A Multiscale Incremental Learning Network for Remote Sensing Scene ClassificationZhen Ye, Yu Zhang, Jinxin Zhang, Wei Li, Lin Bai · 2024 · IEEE Transactions on Geoscience and Remote Sensing
- A core space gradient projection-based continual learning framework for remaining useful life prediction of machinery under variable operating conditionsXiangyu Ren, Yong Qin, Bin Li, Biao Wang, Xiaojian Yi, Limin Jia · 2024 · Reliability Engineering & System Safety
- MalFSCIL: A Few-Shot Class-Incremental Learning Approach for Malware DetectionYuhan Chai, Ximing Chen, Jing Qiu, Lei Du, Yanjun Xiao, Qiying Feng, Shouling Ji, Zhihong Tian · 2024 · IEEE Transactions on Information Forensics and Security
- New Metrics and Experimental Paradigms for Continual LearningTyler L. Hayes, Ronald Kemker, Nathan D. Cahill, Christopher Kanan · 2018 · IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops (CVPRW)
- Extending pretrained segmentation networks with additional anatomical structuresFırat Özdemir, Orçun Göksel · 2019 · International Journal of Computer Assisted Radiology and Surgery
- Increasingly Packing Multiple Facial-Informatics Modules in A Unified Deep-Learning Model via Lifelong LearningSteven C. Y. Hung, Jia‐Hong Lee, Timmy S. T. Wan, Chein‐Hung Chen, Yi-Ming Chan, Chu‐Song Chen · 2019 · International Conference on Multimedia Retrieval
- An Investigation of Replay-based Approaches for Continual LearningBenedikt Bagus, Alexander Gepperth · 2021 · International Joint Conference on Neural Networks (IJCNN)
- Semantic clustering based deduction learning for image recognition and classificationWenchi Ma, Xuemin Tu, Bo Luo, Guanghui Wang · 2021 · Pattern Recognition
- Knowledge extraction and retention based continual learning by using convolutional autoencoder-based learning classifier systemMuhammad Irfan, Jiangbin Zheng, Muhammad Iqbal, Zafar Masood, Muhammad Hassan Arif · 2022 · Information Sciences
- Artificial Intelligence System for Predicting Prostate Cancer Lesions from Shear Wave Elastography MeasurementsCiprian Cosmin Secasan, Darian M. Onchiş, Razvan Tiberiu Bardan, Alin Adrian Cumpănaş, Dorin Novacescu, Corina Botoca, Alis Liliana Carmen Dema, Ioan Sporea · 2022 · Current Oncology
- Modeling Missing Annotations for Incremental Learning in Object DetectionFabio Cermelli, Antonino Geraci, Dario Fontanel, Barbara Caputo B · 2022 · IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops (CVPRW)
- LifeLonger: A Benchmark for Continual Disease ClassificationMohammad Mahdi Derakhshani, Ivona Najdenkoska, Tom van Sonsbeek, Xiantong Zhen, Dwarikanath Mahapatra, Marcel Worring, Cees G. M. Snoek · 2022 · Lecture notes in computer science
- Interactron: Embodied Adaptive Object DetectionKlemen Kotar, Roozbeh Mottaghi · 2022 · IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings
- InCloud: Incremental Learning for Point Cloud Place RecognitionJoshua Knights, Peyman Moghadam, Milad Ramezani, Sridha Sridharan, Clinton Fookes · 2022 · IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS)
- Online Continual Learning with Contrastive Vision TransformerZhen Wang, Liu Liu, Yajing Kong, Jiaxian Guo, Dacheng Tao · 2022 · Lecture notes in computer science
- Continual Training of Language Models for Few-Shot LearningKe, Zixuan, Lin, Haowei, Shao, Yijia, Xu, Hu, Shu, Lei, Liu, Bing · 2022 · Proceedings of the 2022 Conference on Empirical Methods in Natural Language Processing
- DisCoRL: Continual Reinforcement Learning via Policy DistillationKalifou René Traoré, Hugo Caselles-Dupré, Timothée Lesort, Te Sun, Guanghang Cai, Natalia Díaz-Rodríguez, David Filliat · 2019 · arXiv (Cornell University)
- La-MAML: Look-ahead Meta Learning for Continual LearningGunshi Gupta, Karmesh Yadav, Liam Paull · 2020 · arXiv (Cornell University)
- EEC: Learning to Encode and Regenerate Images for Continual LearningAli Ayub, Alan Richard Wagner · 2021 · arXiv (Cornell University)
- Novel Class Discovery Without ForgettingK J Joseph, Sujoy Paul, Gaurav Aggarwal, Soma Biswas, Piyush Rai, Kai Han, Vineeth Nallure Balasubramanian · 2022 · Lecture notes in computer science
- FedKNOW: Federated Continual Learning with Signature Task Knowledge Integration at EdgeYaxin Luopan, Rui Han, Qinglong Zhang, Chi Harold Liu, Guoren Wang, Lydia Y. Chen · 2023 · IEEE International Conference on Data Engineering (ICDE)
- Applicable and generalizable machine learning for intelligent welding in automotive manufacturingPeng Edward Wang, Hassan Ghassemi-Armaki, Masoud Pour, Xijia Zhao, Junjie Ma, Kianoosh Sattari, Blair E. Carlson · 2025 · Welding in the World
- Incremental Object Learning From Contiguous ViewsStefan Stojanov, Samarth Mishra, Ngoc Anh Thai, Nikhil Dhanda, Ahmad Humayun, Chen Yu, Linda B. Smith, James Matthew Rehg · 2019 · IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings
- Online Continual Learning on SequencesGerman Ignacio Parisi, Vincenzo Lomonaco · 2020 · Studies in computational intelligence
- Towards Continual Learning for Multilingual Machine Translation via Vocabulary SubstitutionXavier Garcia, Noah Constant, Ankur P. Parikh, Orhan Fırat · 2021 · Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies (NAACL-HLT)
- Class-Incremental Learning Network for Small Objects Enhancing of Semantic Segmentation in Aerial ImageryJunxi Li, Xian Sun, Wenhui Diao, Peijin Wang, Yingchao Feng, Xiaonan Lü, Guangluan Xu · 2021 · IEEE Transactions on Geoscience and Remote Sensing
- Multi-criteria Selection of Rehearsal Samples for Continual LearningZhuang Chen, Shaoli Huang, Gong Cheng, Jifeng Ning · 2022 · Pattern Recognition
- EETC: An extended encrypted traffic classification algorithm based on variant resnet networkXiuli Ma, Wenbin Zhu, Jieling Wei, Yanliang Jin, Dongsheng Gu, Rui Wang · 2023 · Computers & Security
- Variational Data-Free Knowledge Distillation for Continual LearningXiaorong Li, Shipeng Wang, Jian Zhong Sun, Zongben Xu · 2023 · IEEE Transactions on Pattern Analysis and Machine Intelligence
- Contrastive Correlation Preserving Replay for Online Continual LearningDan-Ping Yu, Mingyi Zhang, Mantian Li, Fusheng Zha, Junge Zhang, Lining Sun, Kaiqi Huang · 2023 · IEEE Transactions on Circuits and Systems for Video Technology
- WindTrans: Transformer-Based Wind Speed Forecasting Method for High-Speed RailwayChen Liu, Shibo He, Haoyu Liu, Jiming Chen, Hairong Dong · 2024 · IEEE Transactions on Intelligent Transportation Systems
- Graph Condensation for Inductive Node Representation LearningXin Gao, Tong Chen, Yilong Zang, Wentao Zhang, Quoc Hung Nguyen, Kai Zheng, Hongzhi Yin · 2023 · IEEE International Conference on Data Engineering
- Few-Shot Class-Incremental SAR Target Recognition via Orthogonal Distributed FeaturesLingzhe Kong, Fei Gao, Xiaoyu He, Jun Wang, Jinping Sun, Huiyu Zhou, Amir Hussain · 2024 · IEEE Transactions on Aerospace and Electronic Systems
- NetTailor: Tuning the Architecture, Not Just the WeightsPedro M. Morgado, Nuno M. Vasconcelos · 2019 · IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings
- Budget-Aware Adapters for Multi-Domain LearningRodrigo F. Berriel, Stéphane Lathuilière, Moin Nabi, Tassilo Klein, Thiago Oliveira-Santos, Nicu Sebe, Elisa Ricci · 2019 · IEEE/CVF International Conference on Computer Vision (ICCV)
- Convolutional Neural Network With Developmental Memory for Continual LearningGyeong-Moon Park, Sahng-Min Yoo, Jong-Hwan Kim · 2020 · IEEE Transactions on Neural Networks and Learning Systems
- Extreme value theory for anomaly detection – the GPD classifierEdoardo Vignotto, Sebastian Engelke · 2020 · Extremes
- Extending pretrained segmentation networks with additional anatomical structuresFırat Özdemir, Orçun Göksel · 2019 · Repository for Publications and Research Data (ETH Zurich)
- Distilled Replay: Overcoming Forgetting Through Synthetic SamplesAndrea Rosasco, Antonio Carta, Andrea Cossu, Vincenzo Lomonaco, Davide Bacciu · 2022 · Lecture notes in computer science
- An EM Framework for Online Incremental Learning of Semantic SegmentationShipeng Yan, Jiale Zhou, Jiangwei Xie, Songyang Zhang, Xuming He · 2021 · ACM International Conference on Multimedia (ACM MM)
- Continual Learning through Retrieval and ImaginationZhen Wang, Liu Liu, Yiqun Duan, Dacheng Tao · 2022 · Proceedings of the AAAI Conference on Artificial Intelligence
- Domain-Incremental Cardiac Image Segmentation With Style-Oriented Replay and Domain-Sensitive Feature WhiteningKang Li B, Lequan Yu, Pheng‐Ann Heng · 2022 · IEEE Transactions on Medical Imaging
- Few-shot incremental learning with continual prototype calibration for remote sensing image fine-grained classificationZining Zhu, Peijin Wang, Wenhui Diao, Jinze Yang, Hongqi Wang, Xian Sun · 2023 · ISPRS Journal of Photogrammetry and Remote Sensing
- Symbolic Replay: Scene Graph as Prompt for Continual Learning on VQA TaskStan Weixian Lei, Difei Gao, Jay Zhangjie Wu, Yuxuan Wang, Wei Liu, Mengmi Zhang, Mike Zheng Shou · 2023 · Proceedings of the AAAI Conference on Artificial Intelligence
- Regularizing Second-Order Influences for Continual LearningZhicheng Sun, Yadong Mu, Gang Hua · 2023 · IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings
- Continual Learning for Visual Search with Backward Consistent Feature EmbeddingTimmy S. T. Wan, Jun-Cheng Chen, Tzer-Yi Wu, Chu-Song Chen · 2022 · IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings