low-rank representation

A Representation Learning Perspective on the Importance of Train-Validation Splitting in Meta-Learning ICML 2021 Double Low-Rank Representation With Projection Distance Penalty for Clustering CVPR 2021 LREN: Low-Rank Embedded Network for Sample-Free Hyperspectral Anomaly Detection AAAI 2021 Motion Basis Learning for Unsupervised Deep Homography Estimation With Subspace Projection ICCV 2021 Second-Order Neural ODE Optimizer NeurIPS 2021 Unsupervised Active Learning via Subspace Learning AAAI 2021 Adversarial robustness via robust low rank representations NeurIPS 2020 An Improved Latent Low Rank Representation for Automatic Subspace Clustering IJCAI 2020 Deep Latent Low-Rank Fusion Network for Progressive Subspace Discovery IJCAI 2020 Label Enhancement with Sample Correlations via Low-Rank Representation AAAI 2020 Node Embeddings and Exact Low-Rank Representations of Complex Networks NeurIPS 2020 Tensor-SVD Based Graph Learning for Multi-View Subspace Clustering AAAI 2020 Unified Graph and Low-Rank Tensor Learning for Multi-View Clustering AAAI 2020 Weakly Supervised Fine-Grained Image Classification via Guassian Mixture Model Oriented Discriminative Learning CVPR 2020 Active Sampling for Open-Set Classification without Initial Annotation AAAI 2019 Double Nuclear Norm Based Low Rank Representation on Grassmann Manifolds for Clustering CVPR 2019 Generalize Across Tasks: Efficient Algorithms for Linear Representation Learning ALT 2019 Know Your Boundaries: Constraining Gaussian Processes by Variational Harmonic Features AISTATS 2019 Robust Learning from Noisy Side-information by Semidefinite Programming IJCAI 2019 Robust Low-Tubal-Rank Tensor Completion via Convex Optimization IJCAI 2019 Unsupervised Low-Rank Representations for Speech Emotion Recognition Interspeech 2019 A Primal-Dual Analysis of Global Optimality in Nonconvex Low-Rank Matrix Recovery ICML 2018 Cascaded Low Rank and Sparse Representation on Grassmann Manifolds IJCAI 2018 Domain Adaptation Using Factorized Hidden Layer for Robust Automatic Speech Recognition Interspeech 2018 Zero Shot Learning via Low-rank Embedded Semantic AutoEncoder IJCAI 2018