{"list":"other","total":74,"rows":[{"id":"1703.03400","title":"Model-Agnostic Meta-Learning for Fast Adaptation of Deep Networks","created":"2017-03-09","cited_by_count":4897},{"id":"1612.00796","title":"Overcoming catastrophic forgetting in neural networks","created":"2016-12-02","cited_by_count":4787},{"id":"1606.09282","title":"Learning without Forgetting","created":"2016-06-29","cited_by_count":2496},{"id":"1611.07725","title":"iCaRL: Incremental Classifier and Representation Learning","created":"2016-11-23","cited_by_count":2333},{"id":"1706.08840","title":"Gradient Episodic Memory for Continual Learning","created":"2017-06-26","cited_by_count":1898},{"id":"1802.07569","title":"Continual Lifelong Learning with Neural Networks: A Review","created":"2018-02-21","cited_by_count":1330},{"id":"1705.08690","title":"Continual Learning with Deep Generative Replay","created":"2017-05-24","cited_by_count":1158},{"id":"2302.00487","title":"A Comprehensive Survey of Continual Learning: Theory, Method and Application","created":"2023-01-31","cited_by_count":872},{"id":"1503.05671","title":"Optimizing Neural Networks with Kronecker-factored Approximate Curvature","created":"2015-03-19","cited_by_count":796},{"id":"1710.03463","title":"Learning to Generalize: Meta-Learning for Domain Generalization","created":"2017-10-10","cited_by_count":763},{"id":"1801.10112","title":"Riemannian Walk for Incremental Learning: Understanding Forgetting and Intransigence","created":"2018-01-30","cited_by_count":742},{"id":"1312.6211","title":"An Empirical Investigation of Catastrophic Forgetting in Gradient-Based Neural Networks","created":"2013-12-21","cited_by_count":722},{"id":"1505.05424","title":"Weight Uncertainty in Neural Networks","created":"2015-05-20","cited_by_count":554},{"id":"1810.11910","title":"Learning to Learn without Forgetting by Maximizing Transfer and Minimizing Interference","created":"2018-10-29","cited_by_count":521},{"id":"1805.06370","title":"Progress & Compress: A scalable framework for continual learning","created":"2018-05-16","cited_by_count":520},{"id":"1406.5298","title":"Semi-Supervised Learning with Deep Generative Models","created":"2014-06-20","cited_by_count":496},{"id":"1506.02557","title":"Variational Dropout and the Local Reparameterization Trick","created":"2015-06-08","cited_by_count":490},{"id":"1804.09458","title":"Dynamic Few-Shot Visual Learning without Forgetting","created":"2018-04-25","cited_by_count":385},{"id":"1708.02072","title":"Measuring Catastrophic Forgetting in Neural Networks","created":"2017-08-07","cited_by_count":360},{"id":"1710.10628","title":"Variational Continual Learning","created":"2017-10-29","cited_by_count":339},{"id":"1701.00160","title":"NIPS 2016 Tutorial: Generative Adversarial Networks","created":"2016-12-31","cited_by_count":285},{"id":"2004.10956","title":"Few-Shot Class-Incremental Learning","created":"2020-04-23","cited_by_count":251},{"id":"1703.08475","title":"Overcoming Catastrophic Forgetting by Incremental Moment Matching","created":"2017-03-24","cited_by_count":243},{"id":"1812.03596","title":"Task-Free Continual Learning","created":"2018-12-10","cited_by_count":221},{"id":"1805.07810","title":"Online Structured Laplace Approximations For Overcoming Catastrophic Forgetting","created":"2018-05-20","cited_by_count":201},{"id":"2006.03875","title":"Coresets via Bilevel Optimization for Continual Learning and Streaming","created":"2020-06-06","cited_by_count":192},{"id":"2006.06958","title":"Understanding the Role of Training Regimes in Continual Learning","created":"2020-06-12","cited_by_count":180},{"id":"1301.3584","title":"Revisiting Natural Gradient for Deep Networks","created":"2013-01-16","cited_by_count":159},{"id":"1905.11614","title":"Uncertainty-based Continual Learning with Adaptive Regularization","created":"2019-05-28","cited_by_count":146},{"id":"1706.03662","title":"Practical Gauss-Newton Optimisation for Deep Learning","created":"2017-06-12","cited_by_count":142},{"id":"2001.00689","title":"A Neural Dirichlet Process Mixture Model for Task-Free Continual Learning","created":"2020-01-03","cited_by_count":134},{"id":"1902.09432","title":"Scalable and Order-robust Continual Learning with Additive Parameter Decomposition","created":"2019-02-25","cited_by_count":125},{"id":"1901.11356","title":"Functional Regularisation for Continual Learning with Gaussian Processes","created":"2019-01-31","cited_by_count":123},{"id":"1810.13166","title":"Don't forget, there is more than forgetting: new metrics for Continual Learning","created":"2018-10-31","cited_by_count":115},{"id":"1906.02425","title":"Uncertainty-guided Continual Learning with Bayesian Neural Networks","created":"2019-06-06","cited_by_count":102},{"id":"2112.02706","title":"Achieving Forgetting Prevention and Knowledge Transfer in Continual Learning","created":"2021-12-05","cited_by_count":91},{"id":"2208.00147","title":"Few-Shot Class-Incremental Learning from an Open-Set Perspective","created":"2022-07-30","cited_by_count":84},{"id":"2110.12187","title":"AFEC: Active Forgetting of Negative Transfer in Continual Learning","created":"2021-10-23","cited_by_count":73},{"id":"2111.07736","title":"Continual Learning via Local Module Composition","created":"2021-11-15","cited_by_count":63},{"id":"2006.07326","title":"CPR: Classifier-Projection Regularization for Continual Learning","created":"2020-06-12","cited_by_count":62},{"id":"2006.15294","title":"Gradient-based Editing of Memory Examples for Online Task-free Continual Learning","created":"2020-06-27","cited_by_count":62},{"id":"1803.10123","title":"Task Agnostic Continual Learning Using Online Variational Bayes","created":"2018-03-27","cited_by_count":61},{"id":"2011.12328","title":"Generalized Variational Continual Learning","created":"2020-11-24","cited_by_count":56},{"id":"2304.00426","title":"Learning with Fantasy: Semantic-Aware Virtual Contrastive Constraint for Few-Shot Class-Incremental Learning","created":"2023-04-02","cited_by_count":55},{"id":"2203.17269","title":"A Closer Look at Rehearsal-Free Continual Learning","created":"2022-03-31","cited_by_count":54},{"id":"2106.08085","title":"Natural continual learning: success is a journey, not (just) a destination","created":"2021-06-15","cited_by_count":46},{"id":"2312.05229","title":"Few-Shot Class-Incremental Learning via Training-Free Prototype Calibration","created":"2023-12-08","cited_by_count":46},{"id":"2103.01133","title":"Posterior Meta-Replay for Continual Learning","created":"2021-03-01","cited_by_count":45},{"id":"1808.06508","title":"Life-Long Disentangled Representation Learning with Cross-Domain Latent Homologies","created":"2018-08-20","cited_by_count":43},{"id":"2204.04763","title":"Information-theoretic Online Memory Selection for Continual Learning","created":"2022-04-10","cited_by_count":42},{"id":"2303.09483","title":"Achieving a Better Stability-Plasticity Trade-off via Auxiliary Networks in Continual Learning","created":"2023-03-16","cited_by_count":41},{"id":"2010.00352","title":"Meta-Consolidation for Continual Learning","created":"2020-10-01","cited_by_count":40},{"id":"2104.10093","title":"Class-Incremental Learning with Generative Classifiers","created":"2021-04-20","cited_by_count":39},{"id":"1902.06494","title":"A Unifying Bayesian View of Continual Learning","created":"2019-02-18","cited_by_count":38},{"id":"1911.09514","title":"Continual Learning with Adaptive Weights (CLAW)","created":"2019-11-21","cited_by_count":38},{"id":"1905.08101","title":"A comprehensive, application-oriented study of catastrophic forgetting in DNNs","created":"2019-05-20","cited_by_count":35},{"id":"2207.07256","title":"Improving Task-free Continual Learning by Distributionally Robust Memory Evolution","created":"2022-07-15","cited_by_count":31},{"id":"2110.03331","title":"CLEVA-Compass: A Continual Learning EValuation Assessment Compass to Promote Research Transparency and Comparability","created":"2021-10-07","cited_by_count":28},{"id":"2102.07868","title":"GP-Tree: A Gaussian Process Classifier for Few-Shot Incremental Learning","created":"2021-02-15","cited_by_count":26},{"id":"2006.10909","title":"Neural Topic Modeling with Continual Lifelong Learning","created":"2020-06-19","cited_by_count":24},{"id":"2210.06579","title":"Task-Free Continual Learning via Online Discrepancy Distance Learning","created":"2022-10-12","cited_by_count":22},{"id":"1912.03624","title":"Bayesian Structure Adaptation for Continual Learning","created":"2019-12-08","cited_by_count":21},{"id":"1910.04112","title":"Continual Learning Using Bayesian Neural Networks","created":"2019-10-09","cited_by_count":19},{"id":"1908.11853","title":"BooVAE: Boosting Approach for Continual Learning of VAE","created":"2019-08-30","cited_by_count":18},{"id":"2112.01653","title":"Learning Curves for Continual Learning in Neural Networks: Self-Knowledge Transfer and Forgetting","created":"2021-12-03","cited_by_count":14},{"id":"2207.10131","title":"Continual Variational Autoencoder Learning via Online Cooperative Memorization","created":"2022-07-20","cited_by_count":12},{"id":"1912.02290","title":"Hierarchical Indian Buffet Neural Networks for Bayesian Continual Learning","created":"2019-12-04","cited_by_count":11},{"id":"2310.08855","title":"Overcoming Recency Bias of Normalization Statistics in Continual Learning: Balance and Adaptation","created":"2023-10-13","cited_by_count":11},{"id":"2112.14146","title":"Towards continual task learning in artificial neural networks: current approaches and insights from neuroscience","created":"2021-12-28","cited_by_count":6},{"id":"2301.01828","title":"On Sequential Bayesian Inference for Continual Learning","created":"2023-01-04","cited_by_count":6},{"id":"1904.10644","title":"Facilitating Bayesian Continual Learning by Natural Gradients and Stein Gradients","created":"2019-04-24","cited_by_count":4},{"id":"2307.07753","title":"Learning Expressive Priors for Generalization and Uncertainty Estimation in Neural Networks","created":"2023-07-15","cited_by_count":4},{"id":"2108.12056","title":"Continual learning under domain transfer with sparse synaptic bursting","created":"2021-08-26","cited_by_count":1},{"id":"2309.08546","title":"Towards Robust Continual Learning with Bayesian Adaptive Moment Regularization","created":"2023-09-15","cited_by_count":1}],"next_cursor":null}