Original Research
Published on 26 Aug 2024
Implications of data topology for deep generative models
in Computer Vision
Frontiers in Computer Science
doi 10.3389/fcomp.2024.1260604
- 3,036 views
- 1 citation
14 articles related to "Deep Generative Models"
Articles
Original Research
Published on 23 Dec 2021
Computational Discovery of TTF Molecules with Deep Generative Models
in Chemical Physics and Physical Chemistry
Frontiers in Chemistry
doi 10.3389/fchem.2021.800133
- 4,617 views
- 4 citations
Review
Published on 22 Mar 2022
Deep Generative Models for Materials Discovery and Machine Learning-Accelerated Innovation
in Computational Materials Science
Frontiers in Materials
doi 10.3389/fmats.2022.865270
- 29,166 views
- 97 citations
Mini Review
Published on 02 Feb 2024
Deep generative models in the quest for anticancer drugs: ways forward
in In silico Methods and Artificial Intelligence for Drug Discovery
Frontiers in Drug Discovery
doi 10.3389/fddsv.2024.1362956
- 3,061 views
- 3 citations
Original Research
Published on 16 Apr 2020
Imitating by Generating: Deep Generative Models for Imitation of Interactive Tasks
in Human-Robot Interaction
Frontiers in Robotics and AI
doi 10.3389/frobt.2020.00047
- 7,211 views
- 22 citations
Original Research
Published on 03 Sep 2021
Robot Concept Acquisition Based on Interaction Between Probabilistic and Deep Generative Models
in Human-Media Interaction
Frontiers in Computer Science
doi 10.3389/fcomp.2021.618069
- 2,646 views
- 6 citations
Original Research
Published on 31 Jan 2024
Emergent communication of multimodal deep generative models based on Metropolis-Hastings naming game
in Robot Learning and Evolution
Frontiers in Robotics and AI
doi 10.3389/frobt.2023.1290604
- 6,654 views
- 13 citations
Original Research
Published on 22 May 2024
Orthogonality and graph divergence losses promote disentanglement in generative models
in Computer Vision
Frontiers in Computer Science
doi 10.3389/fcomp.2024.1274779
- 2,475 views
Original Research
Published on 16 Apr 2025
Deep conditional generative model for personalization of 12-lead electrocardiograms and cardiovascular risk prediction
in Health Informatics
Frontiers in Digital Health
doi 10.3389/fdgth.2025.1558589
- 3,305 views
Review
Published on 26 Oct 2022
The performance of deep generative models for learning joint embeddings of single-cell multi-omics data
in Metabolomics
Frontiers in Molecular Biosciences
doi 10.3389/fmolb.2022.962644
- 9,282 views
- 24 citations
Original Research
Published on 28 Sep 2023
AI/ML combined with next-generation sequencing of VHH immune repertoires enables the rapid identification of de novo humanized and sequence-optimized single domain antibodies: a prospective case study
in Biological Modeling and Simulation
Frontiers in Molecular Biosciences
doi 10.3389/fmolb.2023.1249247
- 18,071 views
- 24 citations
Original Research
Published on 08 Sep 2022
Manifold-aware synthesis of high-resolution diffusion from structural imaging
in Brain Imaging Methods
Frontiers in Neuroimaging
doi 10.3389/fnimg.2022.930496
- 2,826 views
- 2 citations
Review
Published on 12 Nov 2025
Precision neurodiversity: personalized brain network architecture as a window into cognitive variability
in Cognitive Neuroscience
Frontiers in Human Neuroscience
doi 10.3389/fnhum.2025.1669431
- 5,216 views
- 1 citation
Original Research
Published on 30 Nov 2022
Adversarial counterfactual augmentation: application in Alzheimer’s disease classification
in Artificial Intelligence in Radiology
Frontiers in Radiology
doi 10.3389/fradi.2022.1039160
- 3,971 views
- 12 citations