dictionary learning

Online Nonnegative CP-dictionary Learning for Markovian Data JMLR 2022 Recovery and Generalization in Over-Realized Dictionary Learning JMLR 2022 Revisiting Sparse Convolutional Model for Visual Recognition NeurIPS 2022 Sketching based Representations for Robust Image Classification with Provable Guarantees NeurIPS 2022 Towards an Effective Orthogonal Dictionary Convolution Strategy AAAI 2022 Understanding approximate and unrolled dictionary learning for pattern recovery ICLR 2022 Unsupervised Extractive Opinion Summarization Using Sparse Coding ACL 2022 Deep Convolutional Dictionary Learning for Image Denoising CVPR 2021 Deep Semantic Dictionary Learning for Multi-label Image Classification AAAI 2021 Generalized and Discriminative Few-Shot Object Detection via SVD-Dictionary Enhancement NeurIPS 2021 Heuristic Search for Approximating One Matrix in Terms of Another Matrix IJCAI 2021 LREN: Low-Rank Embedded Network for Sample-Free Hyperspectral Anomaly Detection AAAI 2021 MarioNette: Self-Supervised Sprite Learning NeurIPS 2021 Mixed-Features Vectors and Subspace Splitting ICLR 2021 Nonlinear Functional Output Regression: A Dictionary Approach AISTATS 2021 Online Graph Dictionary Learning ICML 2021 Partition and Code: learning how to compress graphs NeurIPS 2021 Transformer visualization via dictionary learning: contextualized embedding as a linear superposition of transformer factors NAACL 2021 A Dictionary Approach to Domain-Invariant Learning in Deep Networks NeurIPS 2020 Adversarial Dictionary Learning for Monaural Speech Enhancement Interspeech 2020 Adversarial Robustness of Supervised Sparse Coding NeurIPS 2020 A Flexible Framework for Designing Trainable Priors with Adaptive Smoothing and Game Encoding NeurIPS 2020 CASTER: Predicting Drug Interactions with Chemical Substructure Representation AAAI 2020 Complete Dictionary Learning via ℓ_p-norm Maximization UAI 2020 Complete Dictionary Learning via L4-Norm Maximization over the Orthogonal Group JMLR 2020