BRIEF RESEARCH REPORT
Published on 15 Jan 2025
Recovering manifold representations via unsupervised meta-learning
doi 10.3389/fcomp.2024.1255517
- 143 views
- Frontiers in Computer Science
- Computer Vision
- Research Topics
- Geometries of Learning
Geometries of Learning
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Articles
ORIGINAL RESEARCH
Published on 26 Aug 2024
Implications of data topology for deep generative models
doi 10.3389/fcomp.2024.1260604
- 615 views
ORIGINAL RESEARCH
Published on 22 May 2024
Orthogonality and graph divergence losses promote disentanglement in generative models
doi 10.3389/fcomp.2024.1274779
- 839 views
ORIGINAL RESEARCH
Published on 09 May 2024
Leveraging diffusion models for unsupervised out-of-distribution detection on image manifold
doi 10.3389/frai.2024.1255566
- 1,141 views
ORIGINAL RESEARCH
Published on 14 Feb 2024
On-manifold projected gradient descent
doi 10.3389/fcomp.2024.1274181
- 971 views
ORIGINAL RESEARCH
Published on 11 Jan 2024
Manifold-driven decomposition for adversarial robustness
doi 10.3389/fcomp.2023.1274695
- 873 views
ORIGINAL RESEARCH
Published on 19 Dec 2023
Exploring fMRI RDMs: enhancing model robustness through neurobiological data
doi 10.3389/fcomp.2023.1275026
- 758 views
ORIGINAL RESEARCH
Published on 24 Nov 2023
An algorithm for computing Schubert varieties of best fit with applications
doi 10.3389/frai.2023.1274830
- 1,106 views
ORIGINAL RESEARCH
Published on 23 Nov 2023
Locally linear attributes of ReLU neural networks
doi 10.3389/frai.2023.1255192
- 1,534 views
- 4 citations
ORIGINAL RESEARCH
Published on 14 Nov 2023
Integrating geometries of ReLU feedforward neural networks
doi 10.3389/fdata.2023.1274831
- 1,014 views
ORIGINAL RESEARCH
Published on 02 Nov 2023
Probabilistic and semantic descriptions of image manifolds and their applications
doi 10.3389/fcomp.2023.1253682
- 791 views
ORIGINAL RESEARCH
Published on 30 Oct 2023
Leveraging linear mapping for model-agnostic adversarial defense
doi 10.3389/fcomp.2023.1274832
- 713 views
Published in
Frontiers in Computer Science
- Computer Vision
Participating Journals
Frontiers in Artificial Intelligence
- 3.0 impact factor
- 6.1 citescore
Frontiers in Big Data
- 2.4 impact factor
- 5.2 citescore
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- 9,951Article views
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