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dictionary learning

277 papers

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Also known as

DICL DL

Co-occurring keywords

sparse coding (234) sparse representation (297) feature extraction (1578) feature learning (1309) image classification (1943) online learning (1770) representation learning (6174) unsupervised learning (3255) matrix factorization (529) compressive sensing (126)

Papers

Personalized Dictionary Learning for Heterogeneous Datasets NIPS 2023
Unsupervised Opinion Summarization Using Approximate Geodesics EMNLP 2023
Dictionary Learning for the Almost-Linear Sparsity Regime ALT 2023
Sensing Theorems for Unsupervised Learning in Linear Inverse Problems JMLR 2023
Generative Graph Dictionary Learning ICML 2023
Sketching Algorithms for Sparse Dictionary Learning: PTAS and Turnstile Streaming NIPS 2023
Sketching based Representations for Robust Image Classification with Provable Guarantees NIPS 2022
Lite-MDETR: A Lightweight Multi-Modal Detector CVPR 2022
A Structured Dictionary Perspective on Implicit Neural Representations CVPR 2022
Online Nonnegative CP-dictionary Learning for Markovian Data JMLR 2022
Revisiting Sparse Convolutional Model for Visual Recognition NIPS 2022
Combating the Curse of Multilinguality in Cross-Lingual WSD by Aligning Sparse Contextualized Word Representations NAACL 2022
A Sparsity-promoting Dictionary Model for Variational Autoencoders INTERSPEECH 2022
Novel Min-Max Reformulations of Linear Inverse Problems JMLR 2022
Attribute Group Editing for Reliable Few-Shot Image Generation CVPR 2022
Unsupervised Extractive Opinion Summarization Using Sparse Coding ACL 2022
Model-Based Image Signal Processors via Learnable Dictionaries AAAI 2022
Recovery and Generalization in Over-Realized Dictionary Learning JMLR 2022
Towards an Effective Orthogonal Dictionary Convolution Strategy AAAI 2022
MarioNette: Self-Supervised Sprite Learning NIPS 2021
Nonlinear Functional Output Regression: A Dictionary Approach AISTATS 2021
Transformer visualization via dictionary learning: contextualized embedding as a linear superposition of transformer factors NAACL 2021
LREN: Low-Rank Embedded Network for Sample-Free Hyperspectral Anomaly Detection AAAI 2021
Heuristic Search for Approximating One Matrix in Terms of Another Matrix IJCAI 2021
Online Graph Dictionary Learning ICML 2021