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Limits of Transfer Learning [PDF]

open access: yes, 2020
Transfer learning involves taking information and insight from one problem domain and applying it to a new problem domain. Although widely used in practice, theory for transfer learning remains less well-developed. To address this, we prove several novel results related to transfer learning, showing the need to carefully select which sets of ...
Williams, Jake   +4 more
openaire   +2 more sources

Smart City Development with Urban Transfer Learning

open access: yes, 2018
Nowadays, the smart city development levels of different cities are still unbalanced. For a large number of cities which just started development, the governments will face a critical cold-start problem: 'how to develop a new smart city service with ...
Guo, Bin, Wang, Leye, Yang, Qiang
core   +2 more sources

tRNS boosts visual perceptual learning in participants with bilateral macular degeneration

open access: yesFrontiers in Aging Neuroscience
Perceptual learning (PL) has shown promise in enhancing residual visual functions in patients with age-related macular degeneration (MD), however it requires prolonged training and evidence of generalization to untrained visual functions is limited ...
Giulio Contemori   +11 more
doaj   +1 more source

Beyond the afterglow: Effective transfer of learning through instructional design

open access: yesTeaching & Learning Inquiry: The ISSOTL Journal, 2020
This article examines the experiences of students after completing an online postgraduate learning technologies applications course with respect to the transfer of learning of skills, knowledges, and perspectives to their professional educational ...
John P Egan
doaj   +1 more source

Professional development of police commanders: From classroom to work environment for adult learners

open access: yesCogent Social Sciences, 2018
This article reports on an evaluation of the South African Police Service’s (SAPS) learning programmes, paying particular attention to transfer of learning. The study was framed in Kirkpatrick’s four-level model. The research focused on a case study of a
Paulus van Eeden, M.M. Dichaba
doaj   +1 more source

A gamified augmented reality vocational training program for adults with intellectual and developmental disabilities: A pilot study on acceptability and effectiveness

open access: yesFrontiers in Psychiatry, 2022
ObjectivesThe Augmented Reality Games to Enhance Vocational Ability of Patients (REAP) was an augmented reality vocational training program that provided skills training in the context of a psychiatric rehabilitation program.
Bhing-Leet Tan   +6 more
doaj   +1 more source

“Transfer Talk” in Talk about Writing in Progress: Two Propositions about Transfer of Learning [PDF]

open access: yes, 2019
This article tracks the emergence of the concept of “transfer talk”—a concept distinct from transfer of learning—and teases out the implications of transfer talk for theories of transfer of learning.
Bodee, Bridget   +6 more
core   +1 more source

Transfer learning of language-independent end-to-end ASR with language model fusion

open access: yes, 2019
This work explores better adaptation methods to low-resource languages using an external language model (LM) under the framework of transfer learning. We first build a language-independent ASR system in a unified sequence-to-sequence (S2S) architecture ...
Baskar, Murali Karthick   +4 more
core   +1 more source

Disordered but rhythmic—the role of intrinsic protein disorder in eukaryotic circadian timing

open access: yesFEBS Letters, EarlyView.
Unstructured domains known as intrinsically disordered regions (IDRs) are present in nearly every part of the eukaryotic core circadian oscillator. IDRs enable many diverse inter‐ and intramolecular interactions that support clock function. IDR conformations are highly tunable by post‐translational modifications and environmental conditions, which ...
Emery T. Usher, Jacqueline F. Pelham
wiley   +1 more source

Impact of palliative care simulation on nursing students’ learning outcomes and reported use in hospital placement

open access: yesNursing Open, 2022
Aim Nursing students report emotional distress and feelings of inadequacy to the complexity of palliative care. This study aimed to examine nursing students’ attainment of learning outcomes in palliative care through simulation and hospital placement ...
Kristin Valen   +4 more
doaj   +1 more source

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