Continual unsupervised representation learning

Continual unsupervised representation learning

Continual learning aims to improve the ability of modern learning systems to deal with non-stationary distributions, typically by attempting to learn a series of tasks sequentially. Prior art in the field has largely considered supervised or reinforcement learning tasks, and often assumes full knowl...

Disgrifiad llawn

Manylion Llyfryddiaeth
Prif Awduron:	Rao, D, Visin, F, Rusu, AA, Teh, YW, Pascanu, R, Hadsell, R
Fformat:	Conference item
Cyhoeddwyd:	Conference on Neural Information Processing Systems 2019

Eitemau Tebyg

Distral: robust multitask reinforcement learning
gan: Teh, YW, et al.
Cyhoeddwyd: (2017)

Continuous hierarchical representations with poincaré Variational Auto-Encoder
gan: Mathieu,E, et al.
Cyhoeddwyd: (2019)

Unsupervised learning of invariant representations
gan: Anselmi, Fabio, et al.
Cyhoeddwyd: (2018)

Kalman contrastive unsupervised representation learning
gan: Mohammad Mahdi Jahani Yekta
Cyhoeddwyd: (2024-12-01)

Unsupervised generative variational continual learning
gan: Liu, Guimeng
Cyhoeddwyd: (2023)

Unsupervised learning and continual learning in neural networks
gan: Ji, X
Cyhoeddwyd: (2021)

Structured sparse representations for supervised and unsupervised learning
gan: Zeng, Yijie
Cyhoeddwyd: (2020)

Unsupervised spatial urban data representation learning
gan: Zhang, Liang
Cyhoeddwyd: (2024)

Learning Unsupervised Representations from Biomedical Text
gan: Christopher Meaney, et al.
Cyhoeddwyd: (2018-08-01)

Fair Benchmark for Unsupervised Node Representation Learning
gan: Zhihao Guo, et al.
Cyhoeddwyd: (2022-10-01)

Unsupervised learning of terrain representations for haptic Monte Carlo localization
gan: Łysakowski, M, et al.
Cyhoeddwyd: (2022)

Variational inference based unsupervised continual learning
gan: Gao, Zhaoqi
Cyhoeddwyd: (2022)

Unsupervised Representation Learning from Intravascular Ultrasound Videos
gan: Jain, Lay
Cyhoeddwyd: (2023)

How robust is unsupervised representation learning to distribution shift?
gan: Shi, Y, et al.
Cyhoeddwyd: (2023)

Recovering manifold representations via unsupervised meta-learning
gan: Yunye Gong, et al.
Cyhoeddwyd: (2025-01-01)

Hierarchical and Unsupervised Graph Representation Learning with Loukas’s Coarsening
gan: Louis Béthune, et al.
Cyhoeddwyd: (2020-08-01)

Unsupervised Graph Representation Learning With Variable Heat Kernel
gan: Yongjun Jing, et al.
Cyhoeddwyd: (2020-01-01)

Unsupervised Facial Action Representation Learning by Temporal Prediction
gan: Chongwen Wang, et al.
Cyhoeddwyd: (2022-03-01)

Spatial position constraint for unsupervised learning of speech representations
gan: Mohammad Ali Humayun, et al.
Cyhoeddwyd: (2021-07-01)

Unsupervised learning of invariant object representation in primate visual cortex
gan: Li, Nuo, Ph.D. Massachusetts Institute of Technology
Cyhoeddwyd: (2011)

Attention-privileged reinforcement learning
gan: Salter, S, et al.
Cyhoeddwyd: (2020)

Unsupervised domain adaptation in the wild via disentangling representation learning
gan: Li, Haoliang, et al.
Cyhoeddwyd: (2022)

Unsupervised Graph Representation Learning with Inductive Shallow Node Embedding
gan: Richárd Kiss, et al.
Cyhoeddwyd: (2024-07-01)

Unsupervised Event Graph Representation and Similarity Learning on Biomedical Literature
gan: Giacomo Frisoni, et al.
Cyhoeddwyd: (2021-12-01)

Unsupervised learning reveals interpretable latent representations for translucency perception.
gan: Chenxi Liao, et al.
Cyhoeddwyd: (2023-02-01)

Unsupervised representation learning of spontaneous MEG data with nonlinear ICA
gan: Yongjie Zhu, et al.
Cyhoeddwyd: (2023-07-01)

Unsupervised generative and graph representation learning for modelling cell differentiation
gan: Ioana Bica, et al.
Cyhoeddwyd: (2020-06-01)

SNoRe: Scalable Unsupervised Learning of Symbolic Node Representations
gan: Sebastian Meznar, et al.
Cyhoeddwyd: (2020-01-01)

Unsupervised Feature Learning to Improve Transferability of Landslide Susceptibility Representations
gan: Qing Zhu, et al.
Cyhoeddwyd: (2020-01-01)

Unsupervised learning of disentangled representations for speech with neural variational inference models
gan: Hsu, Wei-Ning, Ph. D. Massachusetts Institute of Technology
Cyhoeddwyd: (2018)

A COMPARATIVE ANALYSIS OF UNSUPERVISED AND SEMI-SUPERVISED REPRESENTATION LEARNING FOR REMOTE SENSING IMAGE CATEGORIZATION
gan: P. J. Soto, et al.
Cyhoeddwyd: (2019-09-01)

Unsupervised learning of clutter-resistant visual representations from natural videos
gan: Liao, Qianli, et al.
Cyhoeddwyd: (2015)

Deep unsupervised representation learning for feature-informed EEG domain extraction
gan: Ng, Han Wei, et al.
Cyhoeddwyd: (2024)

Unsupervised learning trajectory anomaly detection algorithm based on deep representation
gan: Zhongqiu Wang, et al.
Cyhoeddwyd: (2020-12-01)

Deep Unsupervised Representation Learning for Feature-Informed EEG Domain Extraction
gan: Han Wei Ng, et al.
Cyhoeddwyd: (2023-01-01)

Unsupervised Learning of Disentangled Representation via Auto-Encoding: A Survey
gan: Ikram Eddahmani, et al.
Cyhoeddwyd: (2023-02-01)

Unsupervised learning of head-centered representations in a network of spiking neurons
gan: Michler Frank, et al.
Cyhoeddwyd: (2009-07-01)

Unsupervised MR harmonization by learning disentangled representations using information bottleneck theory
gan: Lianrui Zuo, et al.
Cyhoeddwyd: (2021-11-01)

Discovering patient groups in sequential electronic healthcare data using unsupervised representation learning
gan: Jingteng Li, et al.
Cyhoeddwyd: (2025-01-01)

Learning Invariant Object and Spatial View Representations in the Brain Using Slow Unsupervised Learning
gan: Edmund T. Rolls, et al.
Cyhoeddwyd: (2021-07-01)