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The role of lifelong machine learning in bridging the gap between human and machine learning: A scientometric analysis
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Outgoing claims: the papers this work cites, builds on, or argues with.
inferredcites →https://doi.org/10.1007/978-3-030-00928-1_54openalex-snapshot
A Lifelong Learning Approach to Brain MR Segmentation Across Scanners and Protocols
inferredcites →https://doi.org/10.1007/978-3-030-01219-9_9openalex-snapshot
Memory Aware Synapses: Learning What (not) to Forget
inferredcites →https://doi.org/10.1007/978-3-030-01252-6_33openalex-snapshot
Riemannian Walk for Incremental Learning: Understanding Forgetting and Intransigence
inferredcites →https://doi.org/10.1007/978-3-030-43883-8_8openalex-snapshot
Online Continual Learning on Sequences
inferredcites →https://doi.org/10.1007/978-3-030-58621-8_23openalex-snapshot
Adversarial Continual Learning
inferredcites →https://doi.org/10.1007/978-3-030-67664-3_41openalex-snapshot
Continual Learning with Knowledge Transfer for Sentiment Classification
inferredcites →https://doi.org/10.1007/978-3-031-36808-0_34openalex-snapshot
An Unseen Features-Enriched Lifelong Machine Learning Framework
inferredcites →https://doi.org/10.1007/978-3-319-50077-5_2openalex-snapshot
An Embarrassingly Simple Approach to Zero-Shot Learning
inferredcites →https://doi.org/10.1007/978-3-319-69005-6_13openalex-snapshot
A Fast and Effective Framework for Lifelong Topic Model with Self-learning Knowledge
inferredcites →https://doi.org/10.1007/978-3-319-75417-8_19openalex-snapshot
A New Lifelong Topic Modeling Method and Its Application to Vietnamese Text Multi-label Classification
inferredcites →https://doi.org/10.1007/s00500-019-03819-5openalex-snapshot
Extracting and reusing blocks of knowledge in learning classifier systems for text classification: a lifelong machine learning approach
inferredcites →https://doi.org/10.1007/s10845-021-01793-0openalex-snapshot
Continual learning of neural networks for quality prediction in production using memory aware synapses and weight transfer
inferredcites →https://doi.org/10.1007/s11704-016-6903-6openalex-snapshot
Lifelong machine learning: a paradigm for continuous learning
inferredcites →https://doi.org/10.1016/j.artint.2021.103635openalex-snapshot
CVPR 2020 continual learning in computer vision competition: Approaches, results, current challenges and future directions
inferredcites →https://doi.org/10.1016/j.asoc.2017.03.005openalex-snapshot
Life-long learning based on dynamic combination model
inferredcites →https://doi.org/10.1016/j.asoc.2020.106423openalex-snapshot
Continual learning classification method with new labeled data based on the artificial immune system
inferredcites →https://doi.org/10.1016/j.inffus.2019.12.004openalex-snapshot
Continual learning for robotics: Definition, framework, learning strategies, opportunities and challenges
inferredcites →https://doi.org/10.1016/j.ins.2020.11.048openalex-snapshot
A novel lifelong learning model based on cross domain knowledge extraction and transfer to classify underwater images
inferredcites →https://doi.org/10.1016/j.ins.2022.01.043openalex-snapshot
Knowledge extraction and retention based continual learning by using convolutional autoencoder-based learning classifier system
inferredcites →https://doi.org/10.1016/j.ipm.2020.102221openalex-snapshot
E-commerce product review sentiment classification based on a naïve Bayes continuous learning framework
inferredcites →https://doi.org/10.1016/j.knosys.2020.106509openalex-snapshot
Aspect-level sentiment analysis based on gradual machine learning
inferredcites →https://doi.org/10.1016/j.neucom.2020.02.115openalex-snapshot
Lifelong generative modeling
inferredcites →https://doi.org/10.1016/j.neunet.2019.01.012openalex-snapshot
Continual lifelong learning with neural networks: A review
inferredcites →https://doi.org/10.1016/j.neunet.2019.09.011openalex-snapshot
Uncertainty-based modulation for lifelong learning
inferredcites →https://doi.org/10.1016/j.neunet.2020.05.011openalex-snapshot
Progressive learning: A deep learning framework for continual learning
inferredcites →https://doi.org/10.1016/j.neunet.2023.01.041openalex-snapshot
Continual Object Detection: A review of definitions, strategies, and challenges
inferredcites →https://doi.org/10.1016/j.neunet.2023.02.001openalex-snapshot
CLAD: A realistic Continual Learning benchmark for Autonomous Driving
inferredcites →https://doi.org/10.1016/j.xinn.2021.100179openalex-snapshot
Artificial intelligence: A powerful paradigm for scientific research
inferredcites →https://doi.org/10.1023/a:1007331723572openalex-snapshot
CHILD: A First Step Towards Continual Learning
inferredcites →https://doi.org/10.1109/bigdata.2018.8622304openalex-snapshot
Lifelong Learning Memory Networks for Aspect Sentiment Classification
inferredcites →https://doi.org/10.1109/cvpr.2017.587openalex-snapshot
iCaRL: Incremental Classifier and Representation Learning
inferredcites →https://doi.org/10.1109/cvpr.2017.753openalex-snapshot
Expert Gate: Lifelong Learning with a Network of Experts
inferredcites →https://doi.org/10.1109/cvpr42600.2020.00399openalex-snapshot
Conditional Channel Gated Networks for Task-Aware Continual Learning
inferredcites →https://doi.org/10.1109/cvpr52688.2022.00024openalex-snapshot
Learning to Prompt for Continual Learning
inferredcites →https://doi.org/10.1109/cvpr52688.2022.00706openalex-snapshot
Continual Test-Time Domain Adaptation
inferredcites →https://doi.org/10.1109/cvpr52688.2022.00907openalex-snapshot
DyTox: Transformers for Continual Learning with DYnamic TOken eXpansion
inferredcites →https://doi.org/10.1109/cvprw50498.2020.00118openalex-snapshot
Lifelong Machine Learning with Deep Streaming Linear Discriminant Analysis
inferredcites →https://doi.org/10.1109/cvprw53098.2021.00399openalex-snapshot
Avalanche: an End-to-End Library for Continual Learning
inferredcites →https://doi.org/10.1109/cvprw59228.2023.00248openalex-snapshot
CLVOS23: A Long Video Object Segmentation Dataset for Continual Learning
inferredcites →https://doi.org/10.1109/iccv.2017.148openalex-snapshot
Encoder Based Lifelong Learning
inferredcites →https://doi.org/10.1109/iccv48922.2021.00938openalex-snapshot
Co 2 L: Contrastive Continual Learning
inferredcites →https://doi.org/10.1109/ijcnn52387.2021.9533412openalex-snapshot
Lifelong Learning of Graph Neural Networks for Open-World Node Classification
inferredcites →https://doi.org/10.1109/iros45743.2020.9341460openalex-snapshot
Latent Replay for Real-Time Continual Learning
inferredcites →https://doi.org/10.1109/lra.2019.2931179openalex-snapshot
Lifelong Federated Reinforcement Learning: A Learning Architecture for Navigation in Cloud Robotic Systems
inferredcites →https://doi.org/10.1109/mci.2022.3222049openalex-snapshot
Graph Lifelong Learning: A Survey
inferredcites →https://doi.org/10.1109/taffc.2017.2771234openalex-snapshot
Distantly Supervised Lifelong Learning for Large-Scale Social Media Sentiment Analysis
inferredcites →https://doi.org/10.1109/tip.2021.3106799openalex-snapshot
L3DOC: Lifelong 3D Object Classification
inferredcites →https://doi.org/10.1109/tkde.2021.3079836openalex-snapshot
Informed Machine Learning - A Taxonomy and Survey of Integrating Prior Knowledge into Learning Systems
inferredcites →https://doi.org/10.1109/tnnls.2019.2953622openalex-snapshot
Continual Learning of Recurrent Neural Networks by Locally Aligning Distributed Representations
inferredcites →https://doi.org/10.1109/tnnls.2020.2977497openalex-snapshot
Continual Multiview Task Learning via Deep Matrix Factorization
inferredcites →https://doi.org/10.1109/tnnls.2020.3042500openalex-snapshot
Representative Task Self-Selection for Flexible Clustered Lifelong Learning
inferredcites →https://doi.org/10.1109/tpami.2006.79openalex-snapshot
One-shot learning of object categories
inferredcites →https://doi.org/10.1109/tpami.2021.3057446openalex-snapshot
A continual learning survey: Defying forgetting in classification tasks
inferredcites →https://doi.org/10.1109/tpami.2021.3058852openalex-snapshot
What and How: Generalized Lifelong Spectral Clustering via Dual Memory
inferredcites →https://doi.org/10.1109/tpami.2024.3367329openalex-snapshot
A Comprehensive Survey of Continual Learning: Theory, Method and Application
inferredcites →https://doi.org/10.1109/tpami.2024.3382753openalex-snapshot
Create Your World: Lifelong Text-to-Image Diffusion
inferredcites →https://doi.org/10.1109/tsmc.2018.2884996openalex-snapshot
Hierarchical Lifelong Learning by Sharing Representations and Integrating Hypothesis
inferredcites →https://doi.org/10.1145/1273496.1273624openalex-snapshot
Multi-task reinforcement learning
inferredcites →https://doi.org/10.1145/2872427.2883086openalex-snapshot
Mining Aspect-Specific Opinion using a Holistic Lifelong Topic Model
inferredcites →https://doi.org/10.1145/2939672.2939835openalex-snapshot
Learning Cumulatively to Become More Knowledgeable
inferredcites →https://doi.org/10.1145/2939672.2945381openalex-snapshot
Lifelong Machine Learning and Computer Reading the Web
inferredcites →https://doi.org/10.1145/3308558.3313644openalex-snapshot
Open-world Learning and Application to Product Classification
inferredcites →https://doi.org/10.1145/3323873.3325053openalex-snapshot
Increasingly Packing Multiple Facial-Informatics Modules in A Unified Deep-Learning Model via Lifelong Learning
inferredcites →https://doi.org/10.1145/3331184.3331230openalex-snapshot
Lifelong Sequential Modeling with Personalized Memorization for User Response Prediction
inferredcites →https://doi.org/10.1145/3339474openalex-snapshot
Comparison and Modelling of Country-level Microblog User and Activity in Cyber-physical-social Systems Using Weibo and Twitter Data
inferredcites →https://doi.org/10.1145/3341069.3342992openalex-snapshot
Semi-Unsupervised Lifelong Learning for Sentiment Classification
inferredcites →https://doi.org/10.1145/3474085.3475535openalex-snapshot
CoReD: Generalizing Fake Media Detection with Continual Representation using Distillation
inferredcites →https://doi.org/10.1147/rd.33.0210openalex-snapshot
Some Studies in Machine Learning Using the Game of Checkers
inferredcites →https://doi.org/10.1162/evco_a_00121openalex-snapshot
A Lifelong Learning Hyper-heuristic Method for Bin Packing
inferredcites →https://doi.org/10.1162/neco.2006.18.7.1527openalex-snapshot
A Fast Learning Algorithm for Deep Belief Nets
inferredcites →https://doi.org/10.1162/neco_a_01246openalex-snapshot
Toward Training Recurrent Neural Networks for Lifelong Learning
inferredcites →https://doi.org/10.1184/r1/6476456openalex-snapshot
Zero-Shot Learning with Semantic Output Codes
inferredcites →https://doi.org/10.1186/s40294-016-0018-7openalex-snapshot
Lifelong aspect extraction from big data: knowledge engineering
inferredcites →https://doi.org/10.1609/aaai.v24i1.7519openalex-snapshot
Toward an Architecture for Never-Ending Language Learning
inferredcites →https://doi.org/10.1609/aaai.v27i1.8684openalex-snapshot
Active Task Selection for Lifelong Machine Learning
inferredcites →https://doi.org/10.1609/aaai.v30i1.10373openalex-snapshot
Improving Opinion Aspect Extraction Using Semantic Similarity and Aspect Associations
inferredcites →https://doi.org/10.1609/aaai.v31i1.10744openalex-snapshot
A Deep Hierarchical Approach to Lifelong Learning in Minecraft
inferredcites →https://doi.org/10.1609/aaai.v32i1.11595openalex-snapshot
Selective Experience Replay for Lifelong Learning
inferredcites →https://doi.org/10.1609/aaai.v32i1.11705openalex-snapshot
Active Lifelong Learning With "Watchdog"
inferredcites →https://doi.org/10.1609/aaai.v34i04.5739openalex-snapshot
Lifelong Learning with a Changing Action Set
inferredcites →https://doi.org/10.1609/aaai.v34i04.6045openalex-snapshot
Lifelong Spectral Clustering
inferredcites →https://doi.org/10.1609/aaai.v34i09.7079openalex-snapshot
Learning on the Job: Online Lifelong and Continual Learning
inferredcites →https://doi.org/10.1609/aaai.v35i17.17768openalex-snapshot
Lifelong and Continual Learning Dialogue Systems: Learning during Conversation
inferredcites →https://doi.org/10.1609/aaai.v35i9.17006openalex-snapshot
Lipschitz Lifelong Reinforcement Learning
inferredcites →https://doi.org/10.1613/jair.1.11304openalex-snapshot
Using Task Descriptions in Lifelong Machine Learning for Improved Performance and Zero-Shot Transfer
inferredcites →https://doi.org/10.18653/v1/2020.coling-main.574openalex-snapshot
Continual Lifelong Learning in Natural Language Processing: A Survey
inferredcites →https://doi.org/10.18653/v1/2021.naacl-main.378openalex-snapshot
Adapting BERT for Continual Learning of a Sequence of Aspect Sentiment Classification Tasks
inferredcites →https://doi.org/10.18653/v1/d16-1022openalex-snapshot
Lifelong-RL: Lifelong Relaxation Labeling for Separating Entities and Aspects in Opinion Targets
inferredcites →https://doi.org/10.18653/v1/d17-1314openalex-snapshot
DOC: Deep Open Classification of Text Documents
inferredcites →https://doi.org/10.18653/v1/n16-1061openalex-snapshot
Breaking the Closed World Assumption in Text Classification
inferredcites →https://doi.org/10.18653/v1/n19-1086openalex-snapshot
Sentence Embedding Alignment for Lifelong Relation Extraction
inferredcites →https://doi.org/10.18653/v1/p17-2023openalex-snapshot
Lifelong Learning CRF for Supervised Aspect Extraction
inferredcites →https://doi.org/10.18653/v1/w19-5903openalex-snapshot
Lifelong and Interactive Learning of Factual Knowledge in Dialogues
inferredcites →https://doi.org/10.21437/interspeech.2021-563openalex-snapshot
Towards Lifelong Learning of End-to-End ASR
inferredcites →https://doi.org/10.24406/publica-r-267826openalex-snapshot
Informed Machine Learning - A Taxonomy and Survey of Integrating Prior Knowledge into Learning Systems
inferredcites →https://doi.org/10.24963/ijcai.2018/627openalex-snapshot
Lifelong Domain Word Embedding via Meta-Learning
inferredcites →https://doi.org/10.24963/ijcai.2019/393openalex-snapshot
Learning Shared Knowledge for Deep Lifelong Learning using Deconvolutional Networks
inferredcites →https://doi.org/10.3115/v1/p15-2123openalex-snapshot
Lifelong Learning for Sentiment Classification
inferredcites →https://doi.org/10.3217/jucs-025-01-0002openalex-snapshot
Balanced Efficient Lifelong Learning (B-ELLA) for Cyber Attack Detection
inferredcites →https://doi.org/10.3389/fnbot.2018.00078openalex-snapshot
Lifelong Learning of Spatiotemporal Representations With Dual-Memory Recurrent Self-Organization
inferredcites →https://doi.org/10.48550/arxiv.1206.6417openalex-snapshot
Learning Task Grouping and Overlap in Multi-task Learning
inferredcites →https://doi.org/10.48550/arxiv.1311.2838openalex-snapshot
A PAC-Bayesian bound for Lifelong Learning
inferredcites →https://doi.org/10.48550/arxiv.1705.03550openalex-snapshot
CORe50: a New Dataset and Benchmark for Continuous Object Recognition
inferredcites →https://doi.org/10.48550/arxiv.1708.01547openalex-snapshot
Lifelong Learning with Dynamically Expandable Networks
inferredcites →https://doi.org/10.48550/arxiv.1709.02260openalex-snapshot
Embedded Binarized Neural Networks
inferredcites →https://doi.org/10.48550/arxiv.1802.05818openalex-snapshot
Disentangling Aspect and Opinion Words in Target-based Sentiment Analysis using Lifelong Learning
inferredcites →https://doi.org/10.48550/arxiv.1802.06024openalex-snapshot
Towards a Continuous Knowledge Learning Engine for Chatbots
inferredcites →https://doi.org/10.48550/arxiv.1805.06370openalex-snapshot
Progress & Compress: A scalable framework for continual learning
inferredcites →https://doi.org/10.48550/arxiv.1902.10486openalex-snapshot
On Tiny Episodic Memories in Continual Learning
inferredcites →https://doi.org/10.48550/arxiv.1906.03506openalex-snapshot
Forward and Backward Knowledge Transfer for Sentiment Classification
inferredcites →https://doi.org/10.48550/arxiv.1909.03329openalex-snapshot
LAMOL: LAnguage MOdeling for Lifelong Language Learning
inferredcites →https://doi.org/10.48550/arxiv.1910.07104openalex-snapshot
Orthogonal Gradient Descent for Continual Learning
inferredcites →https://doi.org/10.48550/arxiv.2006.15294openalex-snapshot
Gradient-based Editing of Memory Examples for Online Task-free Continual Learning
inferredcites →https://doi.org/10.48550/arxiv.2007.07732openalex-snapshot
Lifelong Learning of Compositional Structures
inferredcites →https://doi.org/10.48550/arxiv.2008.08076openalex-snapshot
Deploying Lifelong Open-Domain Dialogue Learning
inferredcites →https://doi.org/10.48550/arxiv.2101.04904openalex-snapshot
EEC: Learning to Encode and Regenerate Images for Continual Learning
inferredcites →https://doi.org/10.48550/arxiv.2104.01678openalex-snapshot
Understanding Continual Learning Settings with Data Distribution Drift Analysis
inferredcites →https://doi.org/10.48550/arxiv.2110.00175openalex-snapshot
DualNet: Continual Learning, Fast and Slow
inferredcites →https://doi.org/10.48550/arxiv.2110.03331openalex-snapshot
CLEVA-Compass: A Continual Learning EValuation Assessment Compass to Promote Research Transparency and Comparability
inferredcites →https://doi.org/10.48550/arxiv.2112.02706openalex-snapshot
Achieving Forgetting Prevention and Knowledge Transfer in Continual Learning
inferredcites →https://doi.org/10.48550/arxiv.2112.09153openalex-snapshot
An Empirical Investigation of the Role of Pre-training in Lifelong Learning
inferredcites →https://doi.org/10.48550/arxiv.2112.10017openalex-snapshot
Continual Learning of a Mixed Sequence of Similar and Dissimilar Tasks
inferredcites →https://doi.org/10.48550/arxiv.2201.06289openalex-snapshot
The CLEAR Benchmark: Continual LEArning on Real-World Imagery
inferredcites →https://doi.org/10.48550/arxiv.2211.12701openalex-snapshot
Continual Learning of Natural Language Processing Tasks: A Survey
inferredcites →https://doi.org/10.5220/0006247302750286openalex-snapshot
Lifelong Machine Learning with Adaptive Multi-Agent Systems
inferredcites →https://doi.org/10.52202/068431-2135openalex-snapshot
CLiMB: A Continual Learning Benchmark for Vision-And-Language Tasks
inferredcites →https://doi.org/10.65109/ryex6583openalex-snapshot
Multi-Agent Distributed Lifelong Learning for Collective Knowledge Acquisition
inferredcites →https://doi.org/10.7551/mitpress/5236.001.0001openalex-snapshot
Parallel Distributed Processing
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