sparse representation

ShapeFormer: Transformer-Based Shape Completion via Sparse Representation CVPR 2022 Sparse Interventions in Language Models with Differentiable Masking EMNLP 2022 Stochastic Deep Networks with Linear Competing Units for Model-Agnostic Meta-Learning ICML 2022 Understanding approximate and unrolled dictionary learning for pattern recovery ICLR 2022 Variational Sparse Coding with Learned Thresholding ICML 2022 VICE: Variational Interpretable Concept Embeddings NeurIPS 2022 An Exemplar Selection Algorithm for Native-Nonnative Voice Conversion Interspeech 2021 Empirical Bayes Matrix Factorization JMLR 2021 Face Image Retrieval With Attribute Manipulation ICCV 2021 Fuzzy Tiling Activations: A Simple Approach to Learning Sparse Representations Online ICLR 2021 Generating images with sparse representations ICML 2021 Learning Sparse Sentence Encoding without Supervision: An Exploration of Sparsity in Variational Autoencoders ACL 2021 Local Competition and Stochasticity for Adversarial Robustness in Deep Learning AISTATS 2021 Multi-Decoding Deraining Network and Quasi-Sparsity Based Training CVPR 2021 Neural Response Interpretation Through the Lens of Critical Pathways CVPR 2021 Non-linear, Sparse Dimensionality Reduction via Path Lasso Penalized Autoencoders JMLR 2021 Physics-informed Spline Learning for Nonlinear Dynamics Discovery IJCAI 2021 Sparse and Smooth Signal Estimation: Convexification of L0-Formulations JMLR 2021 Sparsely Changing Latent States for Prediction and Planning in Partially Observable Domains NeurIPS 2021 Sparse R-CNN: End-to-End Object Detection With Learnable Proposals CVPR 2021 SPARTA: Efficient Open-Domain Question Answering via Sparse Transformer Matching Retrieval NAACL 2021 The Curse of Dense Low-Dimensional Information Retrieval for Large Index Sizes ACL 2021 Ultra-High Dimensional Sparse Representations with Binarization for Efficient Text Retrieval EMNLP 2021 Unsupervised Disentanglement of Linear-Encoded Facial Semantics CVPR 2021 Word Equations: Inherently Interpretable Sparse Word Embeddings through Sparse Coding EMNLP 2021