manifold learning

Select to Better Learn: Fast and Accurate Deep Learning Using Data Selection From Nonlinear Manifolds CVPR 2020 Shape correspondence using anisotropic Chebyshev spectral CNNs CVPR 2020 SoftFlow: Probabilistic Framework for Normalizing Flow on Manifolds NeurIPS 2020 SSMBA: Self-Supervised Manifold Based Data Augmentation for Improving Out-of-Domain Robustness EMNLP 2020 Unsupervised Domain Adaptation via Discriminative Manifold Embedding and Alignment AAAI 2020 Zero Shot Learning with the Isoperimetric Loss AAAI 2020 Adaptive Geometric Multiscale Approximations for Intrinsically Low-dimensional Data JMLR 2019 Co-manifold learning with missing data ICML 2019 Dilated Convolutional Neural Networks for Sequential Manifold-Valued Data ICCV 2019 DiscoNet: Shapes Learning on Disconnected Manifolds for 3D Editing ICCV 2019 Efficient Approximation of Deep ReLU Networks for Functions on Low Dimensional Manifolds NeurIPS 2019 Explore-Exploit Graph Traversal for Image Retrieval CVPR 2019 Gauge Equivariant Convolutional Networks and the Icosahedral CNN ICML 2019 Generalising Fine-Grained Sketch-Based Image Retrieval CVPR 2019 Guided Similarity Separation for Image Retrieval NeurIPS 2019 Improving GAN with Neighbors Embedding and Gradient Matching AAAI 2019 Intrinsic dimension of data representations in deep neural networks NeurIPS 2019 Joint Manifold Diffusion for Combining Predictions on Decoupled Observations CVPR 2019 Jumping Manifolds: Geometry Aware Dense Non-Rigid Structure From Motion CVPR 2019 Learning Generative Models across Incomparable Spaces ICML 2019 Local Regularization of Noisy Point Clouds: Improved Global Geometric Estimates and Data Analysis JMLR 2019 Manifold denoising by Nonlinear Robust Principal Component Analysis NeurIPS 2019 Manifold Distance-Based Over-Sampling Technique for Class Imbalance Learning AAAI 2019 Natural and Realistic Single Image Super-Resolution With Explicit Natural Manifold Discrimination CVPR 2019 No Pressure! Addressing the Problem of Local Minima in Manifold Learning Algorithms NeurIPS 2019