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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

Share Your Attention: Transformer Weight Sharing via Matrix-based Dictionary Learning AAAI 2026
Specialization through Collaboration: Understanding Expert Interaction in Mixture-of-Expert Large Language Models EACL 2026
Features that Make a Difference: Leveraging Gradients for Improved Dictionary Learning NAACL 2025
OODD: Test-time Out-of-Distribution Detection with Dynamic Dictionary CVPR 2025
MIRE: Matched Implicit Neural Representations CVPR 2025
Beyond Sequences: Two-dimensional Representation and Dependency Encoding for Code Generation ACL 2025
Interpretable Sparse Features for Probing Self-Supervised Speech Models AACL 2025
CSR:Achieving 1 Bit Key-Value Cache via Sparse Representation AAAI 2025
SINR: Sparsity Driven Compressed Implicit Neural Representations CVPR 2025
DNF: Unconditional 4D Generation with Dictionary-based Neural Fields CVPR 2025
Revisiting Deep Archetypal Analysis for Phenotype Discovery in High Content Imaging WACV 2025
Learning Interpretable Queries for Explainable Image Classification with Information Pursuit ICCV 2025
DictAS: A Framework for Class-Generalizable Few-Shot Anomaly Segmentation via Dictionary Lookup ICCV 2025
Dynamic Dictionary Learning for Remote Sensing Image Segmentation ICCV 2025
Orthogonal Dictionary Guided Shape Completion Network for Point Cloud AAAI 2024
Beyond Label Attention: Transparency in Language Models for Automated Medical Coding via Dictionary Learning EMNLP 2024
Consistency of Dictionary-Based Manifold Learning AISTATS 2024
Measuring Progress in Dictionary Learning for Language Model Interpretability with Board Game Models NIPS 2024
Improving Language Models Trained on Translated Data with Continual Pre-Training and Dictionary Learning Analysis ACL 2024
Learning Coupled Dictionaries from Unpaired Data for Image Super-Resolution CVPR 2024
From Dictionary to Tensor: A Scalable Multi-View Subspace Clustering Framework with Triple Information Enhancement NIPS 2024
A Concept-Based Explainability Framework for Large Multimodal Models NIPS 2024
Sensing Theorems for Unsupervised Learning in Linear Inverse Problems JMLR 2023
Personalized Dictionary Learning for Heterogeneous Datasets NIPS 2023
Unsupervised Opinion Summarization Using Approximate Geodesics EMNLP 2023