sparse coding

Information Maximization Perspective of Orthogonal Matching Pursuit with Applications to Explainable AI NeurIPS 2023 Learning Dictionary for Visual Attention NeurIPS 2023 Masked Latent Semantic Modeling: an Efficient Pre-training Alternative to Masked Language Modeling ACL 2023 Minimalistic Unsupervised Representation Learning with the Sparse Manifold Transform ICLR 2023 MobilePTX: Sparse Coding for Pneumothorax Detection Given Limited Training Examples AAAI 2023 Sparse Coding in a Dual Memory System for Lifelong Learning AAAI 2023 Sparse Parameterization for Epitomic Dataset Distillation NeurIPS 2023 Unconstrained Dynamic Regret via Sparse Coding NeurIPS 2023 A Sparsity-promoting Dictionary Model for Variational Autoencoders Interspeech 2022 DevFly: Bio-Inspired Development of Binary Connections for Locality Preserving Sparse Codes NeurIPS 2022 Few-Shot Fast-Adaptive Anomaly Detection NeurIPS 2022 Improve Interpretability of Neural Networks via Sparse Contrastive Coding EMNLP 2022 LCANets: Lateral Competition Improves Robustness Against Corruption and Attack ICML 2022 Optimization-Derived Learning with Essential Convergence Analysis of Training and Hyper-training ICML 2022 Recovery and Generalization in Over-Realized Dictionary Learning JMLR 2022 Towards an Effective Orthogonal Dictionary Convolution Strategy AAAI 2022 Understanding approximate and unrolled dictionary learning for pattern recovery ICLR 2022 Unrolling PALM for Sparse Semi-Blind Source Separation ICLR 2022 Unsupervised Extractive Opinion Summarization Using Sparse Coding ACL 2022 Architectural Adversarial Robustness: The Case for Deep Pursuit CVPR 2021 A Trainable Spectral-Spatial Sparse Coding Model for Hyperspectral Image Restoration NeurIPS 2021 Deep Convolutional Dictionary Learning for Image Denoising CVPR 2021 Learned Extragradient ISTA with Interpretable Residual Structures for Sparse Coding AAAI 2021 Word Equations: Inherently Interpretable Sparse Word Embeddings through Sparse Coding EMNLP 2021 Adversarial Dictionary Learning for Monaural Speech Enhancement Interspeech 2020