manifold learning

Approximate Information Tests on Statistical Submanifolds JMLR 2024 Combinatorial CNN-Transformer Learning with Manifold Constraints for Semi-supervised Medical Image Segmentation AAAI 2024 Compressing Image-to-Image Translation GANs Using Local Density Structures on Their Learned Manifold AAAI 2024 Consistency of Dictionary-Based Manifold Learning AISTATS 2024 Distributed Manifold Hashing for Image Set Classification and Retrieval AAAI 2024 Exploiting Negative Samples: A Catalyst for Cohort Discovery in Healthcare Analytics ICML 2024 Fast Unpaired Multi-view Clustering IJCAI 2024 Fermat Distances: Metric Approximation, Spectral Convergence, and Clustering Algorithms JMLR 2024 Finsler-Laplace-Beltrami Operators with Application to Shape Analysis CVPR 2024 Gradual Domain Adaptation via Manifold-Constrained Distributionally Robust Optimization NeurIPS 2024 Intrinsic Gaussian Vector Fields on Manifolds AISTATS 2024 Latent Functional Maps: a spectral framework for representation alignment NeurIPS 2024 Learning Distributions on Manifolds with Free-Form Flows NeurIPS 2024 Manifold-Based Verbalizer Space Re-embedding for Tuning-Free Prompt-Based Classification AAAI 2024 Manifold Diffusion Fields ICLR 2024 Manifold Learning by Mixture Models of VAEs for Inverse Problems JMLR 2024 Motion Planning in Foliated Manifolds using Repetition Roadmap RSS 2024 Nonparametric Classification on Low Dimensional Manifolds using Overparameterized Convolutional Residual Networks NeurIPS 2024 Non-parametric classification via expand-and-sparsify representation NeurIPS 2024 Normalizing Flows on the Product Space of SO(3) Manifolds for Probabilistic Human Pose Modeling CVPR 2024 Pruning via Merging: Compressing LLMs via Manifold Alignment Based Layer Merging EMNLP 2024 Reconstructing the Geometry of Random Geometric Graphs (Extended Abstract) COLT 2024 Representation Learning via Manifold Flattening and Reconstruction JMLR 2024 RMLR: Extending Multinomial Logistic Regression into General Geometries NeurIPS 2024 Spherical Rotation Dimension Reduction with Geometric Loss Functions JMLR 2024