Výsledky vyhledávání - Hamiltonian Variational Autoencoder

Discriminative Hamiltonian variational autoencoder for accurate tumor segmentation in data-scarce regimes

Autoři: Aghiles Kebaili Jérôme Lapuyade-Lahorgue Pierre Vera a další

Přispěvatelé: Aghiles Kebaili Jérôme Lapuyade-Lahorgue Pierre Vera a další

Zdroj: Neurocomputing. 606:128360

Témata: FOS: Computer and information sciences, 0301 basic medicine, [SDV]Life Sciences [q-bio], Computer Vision and Pattern Recognition (cs.CV), Image and Video Processing (eess.IV), Computer Science - Computer Vision and Pattern Recognition, Deep learning Data augmentation Tumor segmentation Generative modeling Variational Autoencoder MRI PET Hamiltonian Variational Autoencoder, 02 engineering and technology, Electrical Engineering and Systems Science - Image and Video Processing, 03 medical and health sciences, FOS: Electrical engineering, electronic engineering, information engineering, 0202 electrical engineering, electronic engineering, information engineering

Přístupová URL adresa: http://arxiv.org/abs/2406.11659

Discriminative Hamiltonian Variational Autoencoder for Accurate Tumor Segmentation in Data-Scarce Regimes

Autoři: Kebaili, Aghiles Lapuyade-Lahorgue, Jérôme Vera, Pierre a další

Témata: Electrical Engineering and Systems Science - Image and Video Processing, Computer Science - Computer Vision and Pattern Recognition, text

URL: http://arxiv.org/abs/2406.11659

Magnetic State Generation using Hamiltonian Guided Variational Autoencoder with Spin Structure Stabilization

Autoři: Hee Young Kwon Han Gyu Yoon Sung Min Park a další

Zdroj: Advanced Science, Vol 8, Iss 11, Pp n/a-n/a (2021)

Témata: energy minimization, generative model, machine learning, micromagnetism, the ground state, Science

Popis souboru: electronic resource

Relation: https://doaj.org/toc/2198-3844

Přístupová URL adresa: https://doaj.org/article/f46626336fd347c9ba7052db8561d847

Multi-stage variational autoencoders for hierarchical molecular generation and activity optimization.

Autoři: Murala DK; Department of Computer Science and Engineering, Faculty of Science and Technology (IcfaiTech), ICFAI Foundation for Higher Education, Hyderabad, Telangana, 501203, India. drdileepm@ifheindia.org.

Zdroj: Journal of computer-aided molecular design [J Comput Aided Mol Des] 2025 Nov 12; Vol. 39 (2), pp. 123. Date of Electronic Publication: 2025 Nov 12.

Způsob vydávání: Journal Article

Informace o časopise: Publisher: Springer Country of Publication: Netherlands NLM ID: 8710425 Publication Model: Electronic Cited Medium: Internet ISSN: 1573-4951 (Electronic) Linking ISSN: 0920654X NLM ISO Abbreviation: J Comput Aided Mol Des Subsets: MEDLINE

Výrazy ze slovníku MeSH: Drug Design* , Protein Kinase Inhibitors*/chemistry , Protein Kinase Inhibitors*/pharmacology, Quantitative Structure-Activity Relationship ; Humans ; ErbB Receptors/antagonists & inhibitors ; ErbB Receptors/chemistry ; Drug Discovery ; Algorithms ; Autoencoder

Unbiased Normalized Ensemble Methodology for Zero‐Shot Structural Damage Detection Using Manifold Learning and Reconstruction Error From Variational Autoencoder.

Autoři: Heravi, Mohammad Ali Naderpour, Hosein Soleimani-Babakamali, Mohammad Hesam a další

Zdroj: Structural Control & Health Monitoring; 7/16/2025, Vol. 2025, p1-17, 17p

Témata: ARTIFICIAL neural networks, STRUCTURAL health monitoring, AUTOENCODERS, LEARNING ability

Quasi-symplectic Langevin Variational Autoencoder

Autoři: Wang, Zihao Delingette, Hervé

Témata: Statistics - Machine Learning, Computer Science - Artificial Intelligence, Computer Science - Machine Learning, text

URL: http://arxiv.org/abs/2009.01675

Magnetic State Generation using Hamiltonian Guided Variational Autoencoder with Spin Structure Stabilization.

Autoři: Kwon, Hee Young Yoon, Han Gyu Park, Sung Min a další

Zdroj: Advanced Science; 6/9/2021, Vol. 8 Issue 11, p1-8, 8p

Témata: MACHINE learning

Marked point process variational autoencoder with applications to unsorted spiking activities.

Autoři: Shibue, Ryohei Iwata, Tomoharu

Zdroj: PLoS Computational Biology; 12/30/2024, Vol. 20 Issue 12, p1-31, 31p

Témata: POINT processes, AUTOENCODERS, ANIMAL behavior, LATENT variables, STOCHASTIC processes

Symplectic encoders for physics-constrained variational dynamics inference.

Autoři: Bacsa, Kiran Lai, Zhilu Liu, Wei a další

Zdroj: Scientific Reports; 2/14/2023, Vol. 13 Issue 1, p1-26, 26p

Témata: DEGREES of freedom, DYNAMICAL systems, HAMILTONIAN systems

Sparse-Coding Variational Autoencoders.

Autoři: Geadah, Victor Barello, Gabriel Greenidge, Daniel a další

Zdroj: Neural Computation; Dec2024, Vol. 36 Issue 12, p2571-2601, 31p

Témata: ARTIFICIAL neural networks, VISUAL pathways, NONLINEAR functions, DATA modeling

Scalable Approximate Bayesian Inference

Autoři: Chen, Tian

Témata: Statistics, Bayesian Inference, Hamiltonian Monte Carlo, Information Geometry, Variational Autoencoder, Variational Bayes

Popis souboru: application/pdf

Přístupová URL adresa: https://escholarship.org/uc/item/0bn0n51b
https://escholarship.org/content/qt0bn0n51b/qt0bn0n51b.pdf

Quasi-Symplectic Langevin Variational Autoencoder

Autoři: Wang, Zihao Delingette, Hervé E-Patient : Images, données & mOdèles pour la médeciNe numériquE (EPIONE) a další

Přispěvatelé: Wang, Zihao Delingette, Hervé E-Patient : Images, données & mOdèles pour la médeciNe numériquE (EPIONE) a další

Zdroj: https://inria.hal.science/hal-03024748 ; 2021.

Témata: [INFO]Computer Science [cs], [MATH]Mathematics [math]

Dostupnost: https://inria.hal.science/hal-03024748
https://inria.hal.science/hal-03024748v4/document
https://inria.hal.science/hal-03024748v4/file/V2_Langevin_VAE_Revision__Copy_.pdf

Variational Autoencoder Reconstruction of Complex Many-Body Physics

Autoři: Ilia A. Luchnikov Alexander Ryzhov Pieter-Jan Stas a další

Zdroj: Entropy, Vol 21, Iss 11, p 1091 (2019)

Témata: complex systems thermodynamics, machine learning, quantum phase transition, ising model, variational autoencoder, Science, Astrophysics, QB460-466, Physics, QC1-999

Popis souboru: electronic resource

Relation: https://www.mdpi.com/1099-4300/21/11/1091; https://doaj.org/toc/1099-4300

Přístupová URL adresa: https://doaj.org/article/886f8ce2cab54ebaa3b1ccb85545921d

Multimodal variational autoencoder for inverse problems in geophysics: application to a 1-D magnetotelluric problem.

Autoři: Rodriguez, Oscar Taylor, Jamie M Pardo, David

Zdroj: Geophysical Journal International; Dec2023, Vol. 235 Issue 3, p2598-2613, 16p

Témata: INVERSION (Geophysics), GEOPHYSICS, INVERSE problems, MULTIMODAL user interfaces, DEEP learning

Physical discovery in representation learning via conditioning on prior knowledge.

Autoři: Liu, Yongtao Huey, Bryan D. Ziatdinov, Maxim A. a další

Zdroj: Journal of Applied Physics; 8/14/2024, Vol. 136 Issue 6, p1-13, 13p

Témata: PIEZORESPONSE force microscopy, SPECTRAL imaging, LATENT variables, EXTRAPOLATION, PRIOR learning

An Effective Fusion and Deeplift-based Optimized Hamiltonian Relevance Aware Capsule Network for Glitch Classification in LIGO.

Autoři: Agrawal, Surbhi

Zdroj: Cognitive Computation; Dec2025, Vol. 17 Issue 6, p1-20, 20p

Autonomous design of new chemical reactions using a variational autoencoder.

Autoři: Tempke, Robert Musho, Terence

Zdroj: Communications Chemistry; 3/22/2022, Vol. 5 Issue 1, p1-10, 10p

Témata: CHEMICAL reactions, CHEMICAL models, ARTIFICIAL intelligence, PREDICTION models

Data-Targeted Prior Distribution for Variational AutoEncoder.

Autoři: Akkari, Nissrine Casenave, Fabien Daniel, Thomas a další

Zdroj: Fluids; Oct2021, Vol. 6 Issue 10, p1-21, 21p

Témata: FLUID flow, AIRPLANE motors, COMPUTER simulation, KERNEL functions, COMPLEX variables

Variational autoencoder analysis of Ising model statistical distributions and phase transitions.

Autoři: Yevick, David

Zdroj: European Physical Journal B: Condensed Matter; Mar2022, Vol. 95 Issue 3, p1-6, 6p

Conditioned quantum-assisted deep generative surrogate for particle-binary vector indicating thecalorimeter interactions.

Autoři: Toledo-Marín, J. Quetzalcóatl Gonzalez, Sebastian Jia, Hao a další

Zdroj: NPJ Quantum Information; 7/7/2025, Vol. 11 Issue 1, p1-15, 15p

Témata: PARTICLES (Nuclear physics), PHYSICAL sciences, LARGE Hadron Collider, QUANTUM annealing, COLLISIONS (Nuclear physics), CALORIMETERS