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...

Descrizione completa

Dettagli Bibliografici
Autori principali:	Xu, J, Ton, J-F, Kim, H, Kosiorek, AR, Teh, YW
Natura:	Journal article
Lingua:	English
Pubblicazione:	MLResearch Press 2020

Documenti analoghi

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

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

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

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

Model updating for fun kart chassis
di: Mohd Sahril, Mohd Fouzi
Pubblicazione: (2008)

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

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

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

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

'Make online classes fun, interesting'
di: Yusof, Teh Athira
Pubblicazione: (2020)

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

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

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

Making learning fun /
di: University of the First Age
Pubblicazione: (2006)

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

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

Stacked capsule autoencoders
di: Kosiorek, AR, et al.
Pubblicazione: (2019)

Learning object-centric representations
di: Kosiorek, AR
Pubblicazione: (2019)

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

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

Fun way to learn English
di: New Sunday Times,
Pubblicazione: (2013)

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

Fun with electronics /
di: 406444 McPherson, J. G.
Pubblicazione: (1981)

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

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

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

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

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

Innovative teachers make learning fun
di: Kaur, Balvin, et al.
Pubblicazione: (2016)

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

MetaFunPrimer: an Environment-Specific, High-Throughput Primer Design Tool for Improved Quantification of Target Genes
di: Jia Liu, et al.
Pubblicazione: (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
di: Jieun Kim, et al.
Pubblicazione: (2025-02-01)

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

The fun factor /
di: 215211 Greenwich, Carolyn
Pubblicazione: (1997)

The Fun of Programming
Pubblicazione: (2003)

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

Fun with fonts /
di: Carter, David E.
Pubblicazione: (1997)

Fitness fun /
di: 258070 Foster, Emily R., et al.
Pubblicazione: (1992)

Fun with scinece /
di: 223240 Freeman, Mae, et al.
Pubblicazione: (1956)

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