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Analyse et Traitement Informatique de la Langue Française (ATILF) (2)
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2021 (86)
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Hits 41 – 60 of 86
41
Automated Paraphrase Quality Assessment Using Language Models and Transfer Learning
Bogdan Nicula; Mihai Dascalu; Natalie N. Newton; Ellen Orcutt; Danielle S. McNamara
In: Computers; Volume 10; Issue 12; Pages: 166 (2021)
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42
Transfer Capital or Transfer Deficit: A Dual Perspective of English Learning of ESL College Transfer Students
Dennis Foung; Kin Cheung
In: Sustainability; Volume 14; Issue 1; Pages: 214 (2021)
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43
DATLMedQA: A Data Augmentation and Transfer Learning Based Solution for Medical Question Answering
Shuohua Zhou; Yanping Zhang
In: Applied Sciences; Volume 11; Issue 23; Pages: 11251 (2021)
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44
Modeling Heritage Language Phonetics and Phonology: Toward an Integrated Multilingual Sound System
David Natvig
In: Languages; Volume 6; Issue 4; Pages: 209 (2021)
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45
NASca and NASes: Two Monolingual Pre-Trained Models for Abstractive Summarization in Catalan and Spanish
Vicent Ahuir
;
Lluís-F. Hurtado
;
José Ángel González
...
In: Applied Sciences ; Volume 11 ; Issue 21 (2021)
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46
Heritage Tagalog Phonology and a Variationist Framework of Language Contact
Pocholo Umbal; Naomi Nagy
In: Languages; Volume 6; Issue 4; Pages: 201 (2021)
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47
Reusing Monolingual Pre-Trained Models by Cross-Connecting Seq2seq Models for Machine Translation
Oh
;
Choi
In: Applied Sciences ; Volume 11 ; Issue 18 (2021)
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48
Generating Synthetic Disguised Faces with Cycle-Consistency Loss and an Automated Filtering Algorithm
Mobeen Ahmad; Usman Cheema; Muhammad Abdullah; Seungbin Moon; Dongil Han
In: Mathematics; Volume 10; Issue 1; Pages: 4 (2021)
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49
Methods for Detoxification of Texts for the Russian Language
Daryna Dementieva
;
Daniil Moskovskiy
;
Varvara Logacheva
...
In: Multimodal Technologies and Interaction ; Volume 5 ; Issue 9 (2021)
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50
Machine Translation in Low-Resource Languages by an Adversarial Neural Network
Mengtao Sun; Hao Wang; Mark Pasquine; Ibrahim A. Hameed
In: Applied Sciences; Volume 11; Issue 22; Pages: 10860 (2021)
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51
3D Expression-Invariant Face Verification Based on Transfer Learning and Siamese Network for Small Sample Size
Zhenye Li
;
Hongyan Zou
;
Xinyan Sun
;
Tingting Zhu
;
Chao Ni
In: Electronics ; Volume 10 ; Issue 17 (2021)
Abstract:
Three-dimensional (3D) face recognition has become a trending research direction in both industry and academia. However, traditional facial recognition methods carry high computational costs and face data storage costs. Deep learning has led to a significant improvement in the recognition rate, but small sample sizes represent a new problem. In this paper, we present an expression-invariant 3D face recognition method based on transfer learning and Siamese networks that can resolve the small sample size issue. First, a landmark detection method utilizing the shape index was employed for facial alignment. Then, a convolutional network (CNN) was constructed with transfer learning and trained with the aligned 3D facial data for face recognition, enabling the CNN to recognize faces regardless of facial expressions. Following that, the weighted trained CNN was shared by a Siamese network to build a 3D facial recognition model that can identify faces even with a small sample size. Our experimental results showed that the proposed method reached a recognition rate of 0.977 on the FRGC database, and the network can be used for facial recognition with a single sample.
Keyword:
expression invariant
;
face recognition
;
face verification
;
Siamese network
;
transfer learning
URL:
https://doi.org/10.3390/electronics10172128
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52
Spanish-Catalan linguistic transfers: A study of lexical availability in Lleida ; Transferències lingüístiques castellà-català: un estudi de disponibilitat lèxica a Lleida
Maribel Serrano Zapata
In: Treballs de Sociolingüística Catalana; Núm. 31 (2021): L’estandardologia comparada: teoria i pràctica; 149-164 (2021)
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53
Держать, читать oder говорить доклад?! – Kollokationen und andere lexikalische Einheiten in der Sprachausbildung russischer Herkunftssprecher
Karl, Katrin Bente
. - : Humboldt-Universität zu Berlin, 2021
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54
Identifying Datooga loans in Iraqw - and the other way round ...
Kießling, Roland
. - : Zenodo, 2021
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55
Identifying Datooga loans in Iraqw - and the other way round ...
Kießling, Roland
. - : Zenodo, 2021
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56
Держать, читать oder говорить доклад?! – Kollokationen und andere lexikalische Einheiten in der Sprachausbildung russischer Herkunftssprecher ...
Karl, Katrin Bente
. - : Humboldt-Universität zu Berlin, 2021
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57
Surveying Motion Lexicalisation Patterns in L1-Portuguese/FL-English Bilinguals ...
Ferreira, Renan
. - : Open Science Framework, 2021
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58
Flipping journals to open: Rethinking publishing infrastructure
Wagner, Gert G.
;
Fecher, Benedikt
In: 251 ; RatSWD Working Paper Series ; 9 (2021)
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59
The Acquisition of English as a Second Language : v-raising Parameter Resetting by Spanish Native Speakers
Valle Gayà, Laura del
;
Universitat Autònoma de Barcelona. Facultat de Filosofia i Lletres
;
Universitat Autònoma de Barcelona. Departament de Filologia Anglesa i de Germanística
. - 2021
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60
Traduzione didattica L1-L2 nel percorso formativo del traduttore: analisi di fenomeni di transfer sintattico come stimolo della competenza interlinguistica
Titus-Brianti, Giovanna
In: ISBN: 978-3-631-75782-6 ; Acquisizione e didattica dell'italiano: riflessioni linguistiche, nuovi apprendenti e uno sguardo al passato pp. 715-732 (2021)
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