manifold learning

Geometry-Aware Generative Autoencoders for Warped Riemannian Metric Learning and Generative Modeling on Data Manifolds AISTATS 2025 Geometry of Neural Reinforcement Learning in Continuous State and Action Spaces ICLR 2025 GeoMM: On Geodesic Perspective for Multi-modal Learning CVPR 2025 GraphMoRE: Mitigating Topological Heterogeneity via Mixture of Riemannian Experts AAAI 2025 Injective flows for star-like manifolds ICLR 2025 IsUMap: Manifold Learning and Data Visualization Leveraging Vietoris-Rips Filtrations AAAI 2025 Learning Fine-grained Domain Generalization via Hyperbolic State Space Hallucination AAAI 2025 Linear Separation Capacity of Self-Supervised Representation Learning JMLR 2025 MA-DPR: Manifold-aware Distance Metrics for Dense Passage Retrieval EMNLP 2025 MEPT: Mixture of Expert Prompt Tuning as a Manifold Mapper EMNLP 2025 ML$^2$-GCL: Manifold Learning Inspired Lightweight Graph Contrastive Learning ICML 2025 Multi-Modal Aerial-Ground Cross-View Place Recognition with Neural ODEs CVPR 2025 Pioneer: Physics-informed Riemannian Graph ODE for Entropy-increasing Dynamics AAAI 2025 Probabilistic Geometric Principal Component Analysis with application to neural data ICLR 2025 Pseudo-Label Reconstruction for Partial Multi-Label Learning IJCAI 2025 Recovering Manifold Structure Using Ollivier Ricci Curvature ICLR 2025 Reducing Class-wise Confusion for Incremental Learning with Disentangled Manifolds CVPR 2025 Residual Deep Gaussian Processes on Manifolds ICLR 2025 Riemann-based Multi-scale Attention Reasoning Network for Text-3D Retrieval AAAI 2025 Shifting the Paradigm: A Diffeomorphism Between Time Series Data Manifolds for Achieving Shift-Invariancy in Deep Learning ICLR 2025 Unified K-Means Clustering with Label-Guided Manifold Learning ICML 2025 Adaptive Manifold for Imbalanced Transductive Few-Shot Learning WACV 2024 Adaptivity of Diffusion Models to Manifold Structures AISTATS 2024 Adversarial Purification with the Manifold Hypothesis AAAI 2024 A Grassmannian Manifold Self-Attention Network for Signal Classification IJCAI 2024