persistent homology

Anatomica: Localized Control over Geometric and Topological Properties for Anatomical Diffusion Models CVPR 2026 Conformable Convolution for Topologically Constrained Learning of Complex Anatomical Structures AAAI 2026 Fixed Anchors Are Not Enough: Dynamic Retrieval and Persistent Homology for Dataset Distillation CVPR 2026 GraPHFormer: A Multimodal Graph Persistent Homology Transformer for the Analysis of Neuroscience Morphologies CVPR 2026 Integrating Multi-scale and Multi-filtration Topological Features for Medical Image Classification WACV 2026 The Shape of Vulnerability: How Adversarial Perturbations Reshape the Topology of Language Model Latent Spaces ACL 2026 TOPOGRAPH: Topology-Preserving Graph Reduction with Adaptive Structure for Persistent Homology AAAI 2026 Topological Federated Clustering via Gravitational Potential Fields Under Local Differential Privacy AAAI 2026 Topology-aware Knowledge Preservation for Class-Incremental Learning AAAI 2026 TopoSlide: Topologically-Informed Histopathology Whole Slide Image Representation Learning CVPR 2026 TUNE++: Topology-Guided Uncertainty Estimation for Reliable 3D Medical Image Segmentation MIDL 2026 EMaP: Explainable AI with Manifold-based Perturbations JMLR 2025 Enhancing Graph Representation Learning with Localized Topological Features JMLR 2025 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 Point-Level Topological Representation Learning on Point Clouds ICML 2025 Positional Encoding meets Persistent Homology on Graphs ICML 2025 Recovering Manifold Structure Using Ollivier Ricci Curvature ICLR 2025 Revisiting Point Cloud Completion: Are We Ready For The Real-World? ICCV 2025 TMetaNet: Topological Meta-Learning Framework for Dynamic Link Prediction ICML 2025 TopInG: Topologically Interpretable Graph Learning via Persistent Rationale Filtration ICML 2025 TopoDiffusionNet: A Topology-aware Diffusion Model ICLR 2025 Topograph: An Efficient Graph-Based Framework for Strictly Topology Preserving Image Segmentation ICLR 2025 Topological Signatures of Adversaries in Multimodal Alignments ICML 2025 Topology-Aware 3D Gaussian Splatting: Leveraging Persistent Homology for Optimized Structural Integrity AAAI 2025