Search Results - Vector quantized autoencoder

Predicting anatomical variations in radiotherapy with a vector quantized variational autoencoder generative model.

Authors: Zou Y Li Z Zhang M et al.

Source: Medical physics [Med Phys] 2025 Sep; Vol. 52 (9), pp. e18120.

Publication Type: Journal Article

Journal Info: Publisher: John Wiley and Sons, Inc Country of Publication: United States NLM ID: 0425746 Publication Model: Print Cited Medium: Internet ISSN: 2473-4209 (Electronic) Linking ISSN: 00942405 NLM ISO Abbreviation: Med Phys Subsets: MEDLINE

MeSH Terms: Radiotherapy Planning, Computer-Assisted*/methods , Nasopharyngeal Neoplasms*/radiotherapy , Nasopharyngeal Neoplasms*/diagnostic imaging, Humans ; Tomography, X-Ray Computed ; Organs at Risk/radiation effects ; Neural Networks, Computer ; Autoencoder

SSL-VQ: vector-quantized variational autoencoders for semi-supervised prediction of therapeutic targets across diverse diseases.

Authors: Namba S Li C Yuyama Otani N et al.

Source: Bioinformatics (Oxford, England) [Bioinformatics] 2025 Feb 04; Vol. 41 (2).

Publication Type: Journal Article

Journal Info: Publisher: Oxford University Press Country of Publication: England NLM ID: 9808944 Publication Model: Print Cited Medium: Internet ISSN: 1367-4811 (Electronic) Linking ISSN: 13674803 NLM ISO Abbreviation: Bioinformatics Subsets: MEDLINE

MeSH Terms: Autoencoder* , Disease*/genetics , Drug Discovery*/methods , Supervised Machine Learning*, Humans ; Computational Biology/methods

Blind Frequency-Domain Equalization Using Vector-Quantized Variational Autoencoders

Authors: Song, Jinxiang Lauinger, Vincent Häger, Christian et al.

Source: Fysikbaserad djupinlärning för optisk dataöverföring och distribuerad avkänning Frigöra full fiberoptisk kapacitet IET Conference Proceedings. 2023(34):1222-1225

Access URL: https://research.chalmers.se/publication/542833

VQ-HPS: Human Pose and Shape Estimation in a Vector-Quantized Latent Space

Authors: Fiche, Guénolé Leglaive, Simon Alameda-Pineda, Xavier et al.

Contributors: Fiche, Guénolé Leglaive, Simon Alameda-Pineda, Xavier et al.

Source: Lecture Notes in Computer Science ISBN: 9783031729423
UPCommons. Portal del coneixement obert de la UPC
Universitat Politècnica de Catalunya (UPC)
Digital.CSIC. Repositorio Institucional del CSIC
Consejo Superior de Investigaciones Científicas (CSIC)

Subject Terms: FOS: Computer and information sciences, Classificació INSPEC::Pattern recognition::Computer vision, [INFO.INFO-CV] Computer Science [cs]/Computer Vision and Pattern Recognition [cs.CV], Human mesh recovery, Human pose and shape estimation, Transformers, Computer Vision and Pattern Recognition (cs.CV), Àrees temàtiques de la UPC::Informàtica::Automàtica i control, Computer Science - Computer Vision and Pattern Recognition, Vector quantized autoencoder

File Description: application/pdf

Access URL: http://arxiv.org/abs/2312.08291
https://api.elsevier.com/content/abstract/scopus_id/85211356626
http://hdl.handle.net/10261/388303
https://hal.science/hal-04644818v1
https://doi.org/10.1007/978-3-031-72943-0_27

VQ-DcTr: Vector-Quantized Autoencoder With Dual-channel Transformer Points Splitting for 3D Point Cloud Completion

Authors: Ben Fei Weidong Yang Wen-Ming Chen et al.

Source: Proceedings of the 30th ACM International Conference on Multimedia. :4769-4778

Subject Terms: 0202 electrical engineering, electronic engineering, information engineering, 02 engineering and technology

Upsampling of compressed financial time-series data using a jointly trained Vector Quantized Variational Autoencoder neural network

A Physics-Informed Vector Quantized Autoencoder for Data Compression of Turbulent Flow

Authors: Momenifar, Mohammadreza Diao, Enmao Tarokh, Vahid et al.

Source: 2022 Data Compression Conference (DCC). :01-10

Subject Terms: FOS: Computer and information sciences, Computer Science - Machine Learning, 0103 physical sciences, Fluid Dynamics (physics.flu-dyn), FOS: Physical sciences, Physics - Fluid Dynamics, 01 natural sciences, Machine Learning (cs.LG)

Access URL: http://arxiv.org/abs/2201.03617

Vector-Quantized Autoencoder With Copula for Collaborative Filtering

Authors: Yong Wang Ting Zhong Kunpeng Zhang et al.

Source: Proceedings of the 30th ACM International Conference on Information & Knowledge Management. :3458-3462

Subject Terms: 0202 electrical engineering, electronic engineering, information engineering, 02 engineering and technology

Access URL: https://dl.acm.org/doi/pdf/10.1145/3459637.3482216
https://dblp.uni-trier.de/db/conf/cikm/cikm2021.html#WangZXZZW21

Topical vector-quantized variational autoencoders for extractive summarization of video transcripts

Vector-Quantized Autoencoder with Copula for Collaborative Filtering

Authors: Wang, Guanyu Zhong, Ting Xu, Xovee et al.

Index Terms: Collaborative filtering, Gaussian copula, Recommender system, Variational autoencoder, Vector quantisation, Conference paper

URL: http://repository.ust.hk/ir/Record/1783.1-114828
http://lbdiscover.ust.hk/uresolver?url_ver=Z39.88-2004&rft_val_fmt=info:ofi/fmt:kev:mtx:journal&rfr_id=info:sid/HKUST:SPI&rft.genre=article&rft.issn=&rft.volume=&rft.issue=&rft.date=2021&rft.spage=3458&rft.aulast=Wang&rft.aufirst=&rft.atitle=Vector-Quantized+Autoencoder+with+Copula+for+Collaborative+Filtering&rft.title=International+Conference+on+Information+and+Knowledge+Management%2C+Proceedings
http://www.scopus.com/record/display.url?eid=2-s2.0-85119208580&origin=inward

466.4-Gbit/s PCS-64QAM wireless transmission enhanced by dual-polarized SISO link and vector-quantized variational autoencoders.

Authors: Liu X Zhang J Zhu M et al.

Source: Optics express [Opt Express] 2024 Aug 12; Vol. 32 (17), pp. 29379-29393.

Publication Type: Journal Article

Journal Info: Publisher: Optica Publishing Group Country of Publication: United States NLM ID: 101137103 Publication Model: Print Cited Medium: Internet ISSN: 1094-4087 (Electronic) Linking ISSN: 10944087 NLM ISO Abbreviation: Opt Express Subsets: PubMed not MEDLINE; MEDLINE

TOPICAL VECTOR-QUANTIZED VARIATIONAL AUTOENCODERS FOR EXTRACTIVE SUMMARIZATION OF VIDEO TRANSCRIPTS

A vector quantized masked autoencoder for audiovisual speech emotion recognition.

Authors: Sadok, Samir Leglaive, Simon Séguier, Renaud

Source: Computer Vision & Image Understanding. Jun2025, Vol. 257, pN.PAG-N.PAG. 1p.

Subject Terms: Emotion recognition, Autoencoder, Speech, Learning strategies, Classification, Automatic speech recognition

Digital pathology whole slide image compression with Vector Quantized Variational Autoencoders

Authors: Keighley, Jason de Kamps, Marc Wright, Alexander et al.

Source: MEDICAL IMAGING 2023 Progress in Biomedical Optics and Imaging.

Subject Terms: Variational Autoencoder, Quantisation, Compression, Pathology, Whole Slide Images, Digital

File Description: print

Access URL: https://urn.kb.se/resolve?urn=urn:nbn:se:liu:diva-196954

Variable Rate Allocation for Vector-Quantized Autoencoders

Authors: Baldassarre, Federico El-Nouby, Alaaeldin Jégou, Hervé

Source: ICASSP IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP).

File Description: print

Access URL: https://urn.kb.se/resolve?urn=urn:nbn:se:kth:diva-326854

Hierarchical Residual Learning Based Vector Quantized Variational Autoencoder for Image Reconstruction and Generation

Authors: Adiban, Mohammad Stefanov, Kalin Siniscalchi, Sabato Marco et al.

Source: BMVC rd British Machine Vision Conference Proceedings.

File Description: print

Access URL: https://urn.kb.se/resolve?urn=urn:nbn:se:kth:diva-350328

Learning product codebooks using vector-quantized autoencoders for image retrieval

Authors: Wu, Hanwei Flierl, Markus

Source: GlobalSIP th IEEE Global Conference on Signal and Information Processing, Proceedings.

Subject Terms: Information theory, Learning systems, Table lookup, Vector quantization, Vectors, Constrained coding, Fast retrievals, Learning products, Reconstruction error, Similarity relations, State of the art, Structured codebooks, Vector quantizers, Image retrieval

File Description: print

Access URL: https://urn.kb.se/resolve?urn=urn:nbn:se:kth:diva-274151

Unsupervised Audio Spectrogram Compression using Vector Quantized Autoencoders

Oövervakad ljudspektrogramkompression med vektor-kvantiserande självkodande neurala nätverk

Authors: Hansen Vedal, Amund

Subject Terms: Computer and Information Sciences, Data- och informationsvetenskap

File Description: application/pdf

Relation: TRITA-EECS-EX ; 2019:649

Availability: http://urn.kb.se/resolve?urn=urn:nbn:se:kth:diva-264947

VQ-HPS: Human pose and shape estimation in a vector-quantized latent space

Authors: Institut de Robòtica i Informàtica Industrial Universitat Politècnica de Catalunya. ROBiri - Grup de Percepció i Manipulació Robotitzada de l'IRI Fiche, Guénolé et al.

Index Terms: Àrees temàtiques de la UPC::Informàtica::Automàtica i control, Human pose and shape estimation, Human mesh recovery, Vector quantized autoencoder, Transformers, Classificació INSPEC::Pattern recognition::Computer vision, Part of book or chapter of book, Conference report

URL: https://hdl.handle.net/2117/425811
https://link.springer.com/book/10.1007/978-3-031-72943-0
https://link.springer.com/book/10.1007/978-3-031-72943-0

Microstructure Estimation by Combining Deep Learning and Phase Transformation Model

Authors: Junya Inoue Satoshi Noguchi Syuji Aihara

Source: ISIJ International. 2024, 64(1):142