manifold learning

Large sample spectral analysis of graph-based multi-manifold clustering JMLR 2023 Learning on Manifolds: Universal Approximations Properties using Geometric Controllability Conditions for Neural ODEs L4DC 2023 Learning-to-Learn to Guide Random Search: Derivative-Free Meta Blackbox Optimization on Manifold L4DC 2023 Locomotion-Action-Manipulation: Synthesizing Human-Scene Interactions in Complex 3D Environments ICCV 2023 Manifold-Preserving Transformers are Effective for Short-Long Range Encoding EMNLP 2023 Minimalistic Unsupervised Representation Learning with the Sparse Manifold Transform ICLR 2023 Mixture Manifold Networks: A Computationally Efficient Baseline for Inverse Modeling AAAI 2023 Neural FIM for learning Fisher information metrics from point cloud data ICML 2023 Neural Latent Geometry Search: Product Manifold Inference via Gromov-Hausdorff-Informed Bayesian Optimization NeurIPS 2023 Node Embedding from Neural Hamiltonian Orbits in Graph Neural Networks ICML 2023 Parametrizing Product Shape Manifolds by Composite Networks ICLR 2023 Radial Basis Approximation of Tensor Fields on Manifolds: From Operator Estimation to Manifold Learning JMLR 2023 Riemannian Residual Neural Networks NeurIPS 2023 Sample-Level Multi-View Graph Clustering CVPR 2023 Scaling Riemannian Diffusion Models NeurIPS 2023 SDDM: Score-Decomposed Diffusion Models on Manifolds for Unpaired Image-to-Image Translation ICML 2023 Self-Supervised Clustering Based on Manifold Learning and Graph Convolutional Networks WACV 2023 SimMTM: A Simple Pre-Training Framework for Masked Time-Series Modeling NeurIPS 2023 Spread Flows for Manifold Modelling AISTATS 2023 The Effect of Diversity in Meta-Learning AAAI 2023 The Exact Sample Complexity Gain from Invariances for Kernel Regression NeurIPS 2023 Toward Convex Manifolds: A Geometric Perspective for Deep Graph Clustering of Single-cell RNA-seq Data IJCAI 2023 Understanding Neural Coding on Latent Manifolds by Sharing Features and Dividing Ensembles ICLR 2023 Unsupervised Manifold Linearizing and Clustering ICCV 2023 When Locally Linear Embedding Hits Boundary JMLR 2023