MetaFun: meta-learning with iterative functional updates

MetaFun: meta-learning with iterative functional updates

We develop a functional encoder-decoder approach to supervised meta-learning, where labeled data is encoded into an infinite-dimensional functional representation rather than a finite-dimensional one. Furthermore, rather than directly producing the representation, we learn a neural update rule resem...

Descripció completa

Dades bibliogràfiques
Autors principals:	Xu, J, Ton, J-F, Kim, H, Kosiorek, AR, Teh, YW
Format:	Journal article
Idioma:	English
Publicat:	MLResearch Press 2020

Ítems similars

MetaFun: unveiling sex-based differences in multiple transcriptomic studies through comprehensive functional meta-analysis
per: Pablo Malmierca-Merlo, et al.
Publicat: (2024-08-01)

Correction: MetaFun: unveiling sex-based differences in multiple transcriptomic studies through comprehensive functional meta-analysis
per: Pablo Malmierca-Merlo, et al.
Publicat: (2024-09-01)

Noise contrastive meta-learning for conditional density estimation using kernel mean embeddings
per: Ton, J-F, et al.
Publicat: (2021)

Set transformer: A framework for attention-based permutation-invariant neural networks
per: Lee, J, et al.
Publicat: (2019)

Model updating for fun kart chassis
per: Mohd Sahril, Mohd Fouzi
Publicat: (2008)

Meta learning for causal direction
per: Ton, J-F, et al.
Publicat: (2021)

Fast and Robust Visual Tracking with Few-Iteration Meta-Learning
per: Zhenxin Li, et al.
Publicat: (2022-08-01)

Fears, Fun and Voices – an update on VR Treatments for Psychosis
per: W. Veling
Publicat: (2022-06-01)

Meta-Learning via Weighted Gradient Update
per: Zhixiong Xu, et al.
Publicat: (2019-01-01)

'Make online classes fun, interesting'
per: Yusof, Teh Athira
Publicat: (2020)

FunFun: ITS‐based functional annotator of fungal communities
per: Danil V. Krivonos, et al.
Publicat: (2023-03-01)

PhyloFunDB: A Pipeline to Create and Update Functional Gene Taxonomic Databases
per: Ohana Y. A. Costa, et al.
Publicat: (2022-05-01)

Making Learning Fun
per: Keith G. Diem, et al.
Publicat: (2014-09-01)

Making learning fun /
per: University of the First Age
Publicat: (2006)

Making Learning Fun
per: Keith G. Diem, et al.
Publicat: (2014-09-01)

Making Learning Fun
per: Keith G. Diem, et al.
Publicat: (2014-09-01)

Stacked capsule autoencoders
per: Kosiorek, AR, et al.
Publicat: (2019)

Learning object-centric representations
per: Kosiorek, AR
Publicat: (2019)

Fun at the farm /
per: Murray, W., William, 1912-1995, author, et al.
Publicat: (1965)

Effects of Sport Teaching on Students' Enjoyment and Fun: A Systematic Review and Meta-Analysis
per: Manuel Rodríguez Macías, et al.
Publicat: (2021-08-01)

Fun way to learn English
per: New Sunday Times,
Publicat: (2013)

The Fun Approach to English Learning
per: Camargo V. Nancy Idaly, et al.
Publicat: (2001-08-01)

Fun with electronics /
per: 406444 McPherson, J. G.
Publicat: (1981)

New Data and New Features of the FunRiceGenes (Functionally Characterized Rice Genes) Database: 2021 Update
per: Fangfang Huang, et al.
Publicat: (2022-04-01)

Work Is Fun, Isn’t It? Bibliometrics Of Fun Work
per: Mohamad Yusuf Fahreza, et al.
Publicat: (2024-09-01)

MeFunX: A novel meta-learning-based deep learning architecture to detect fungal infection directly from microscopic images
per: Shubhankar Rawat, et al.
Publicat: (2024-03-01)

The Effectiveness of Fun Learning Approach in Arabic Learning
per: Betty Mauli Rosa Bustam, et al.
Publicat: (2021-06-01)

Play and fun in learning ethics education
per: Zakaria, Noor Syamilah, et al.
Publicat: (2019)

Innovative teachers make learning fun
per: Kaur, Balvin, et al.
Publicat: (2016)

Causal reasoning and meta learning using kernel mean embeddings
per: Ton, JF
Publicat: (2022)

MetaFunPrimer: an Environment-Specific, High-Throughput Primer Design Tool for Improved Quantification of Target Genes
per: Jia Liu, et al.
Publicat: (2021-10-01)

Determinants of Usefulness of Chat GPT for Learning in Technology Acceptance Model (TAM) Using Information Credibility, Fun, and Responsiveness and Moderating Role of Fun
per: Jieun Kim, et al.
Publicat: (2025-02-01)

Conceptual Design of the ITER ECE Diagnostic – An Update
per: Ouroua A., et al.
Publicat: (2012-09-01)

The fun factor /
per: 215211 Greenwich, Carolyn
Publicat: (1997)

The Fun of Programming
Publicat: (2003)

ARCHITECTURE IS FUN /
per: Exley, Sharon, author 643347, et al.
Publicat: (2021)

Fun with fonts /
per: Carter, David E.
Publicat: (1997)

Fitness fun /
per: 258070 Foster, Emily R., et al.
Publicat: (1992)

Fun with scinece /
per: 223240 Freeman, Mae, et al.
Publicat: (1956)

Fun with electronics /
per: McEntee, Howard Garrett, 1905-, et al.
Publicat: (1976)