conftrace_

persistent homology

95 papers

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Also known as

PH

Co-occurring keywords

topological data analysis (122) topological feature (27) graph neural network (3962) persistence diagram (29) graph classification (212) neural network (6616) representation learning (6206) point cloud (1480) convolutional neural network (4226) deep neural network (1803)

Papers

Topological Federated Clustering via Gravitational Potential Fields Under Local Differential Privacy AAAI 2026
TOPOGRAPH: Topology-Preserving Graph Reduction with Adaptive Structure for Persistent Homology AAAI 2026
Integrating Multi-scale and Multi-filtration Topological Features for Medical Image Classification WACV 2026
TUNE++: Topology-Guided Uncertainty Estimation for Reliable 3D Medical Image Segmentation MIDL 2026
Conformable Convolution for Topologically Constrained Learning of Complex Anatomical Structures AAAI 2026
Topology-aware Knowledge Preservation for Class-Incremental Learning AAAI 2026
The Shape of Vulnerability: How Adversarial Perturbations Reshape the Topology of Language Model Latent Spaces ACL 2026
HFD-Teacher: High-Frequency Depth Distillation from Depth Foundation Models for Enhanced Depth Completion ICCV 2025
Persistent Homology of Topic Networks for the Prediction of Reader Curiosity ACL 2025
Revisiting Point Cloud Completion: Are We Ready For The Real-World? ICCV 2025
Topology-Aware 3D Gaussian Splatting: Leveraging Persistent Homology for Optimized Structural Integrity AAAI 2025
EMaP: Explainable AI with Manifold-based Perturbations JMLR 2025
Enhancing Graph Representation Learning with Localized Topological Features JMLR 2025
When Witnesses Defend: A Witness Graph Topological Layer for Adversarial Graph Learning AAAI 2025
GLiDR: Topologically Regularized Graph Generative Network for Sparse LiDAR Point Clouds CVPR 2024
Graphcode: Learning from multiparameter persistent homology using graph neural networks NIPS 2024
Neural Persistence Dynamics NIPS 2024
Topological Analysis for Detecting Anomalies in dependent sequences: application to Time Series JMLR 2024
Time-Aware Knowledge Representations of Dynamic Objects with Multidimensional Persistence AAAI 2024
TopoFR: A Closer Look at Topology Alignment on Face Recognition NIPS 2024
Dirichlet process mixture model based on topologically augmented signal representation for clustering infant vocalizations INTERSPEECH 2024
Stable and Consistent Density-Based Clustering via Multiparameter Persistence JMLR 2024
On the Limitations of Fractal Dimension as a Measure of Generalization NIPS 2024
Topological Node2vec: Enhanced Graph Embedding via Persistent Homology JMLR 2024
PHG-Net: Persistent Homology Guided Medical Image Classification WACV 2024