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sparse coding

234 papers

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Also known as

SCSPM SC SRC

Co-occurring keywords

dictionary learning (277) sparse representation (297) feature learning (1309) feature extraction (1578) unsupervised learning (3255) representation learning (6174) image classification (1943) matrix factorization (529) variational inference (2069) generative model (2889)

Papers

Oligodendrocyte-Driven Spiking Neural Model AAAI 2026
SSC-VAE: Structured Sparse Coding Based Variational Autoencoder for Detail Preserved Image Reconstruction AAAI 2025
Sparse Fine-Tuning of Transformers for Generative Tasks ICCV 2025
SINR: Sparsity Driven Compressed Implicit Neural Representations CVPR 2025
Further Compressing Distilled Language Models via Frequency-aware Partial Sparse Coding of Embeddings CONLL 2024
Nonlinear dynamics of localization in neural receptive fields NIPS 2024
Provably Transformers Harness Multi-Concept Word Semantics for Efficient In-Context Learning NIPS 2024
Further Compressing Distilled Language Models via Frequency-aware Partial Sparse Coding of Embeddings EMNLP 2024
Inertial Algorithm with Dry Fraction and Convolutional Sparse Coding for 3D Localization with Light Field Microscopy AAAI 2024
PaCE: Parsimonious Concept Engineering for Large Language Models NIPS 2024
Exploring Memorization in Fine-tuned Language Models ACL 2024
Poisson Variational Autoencoder NIPS 2024
Learning Sparse Codes with Entropy-Based ELBOs AISTATS 2024
Do Not Train It: A Linear Neural Architecture Search of Graph Neural Networks ICML 2023
An Inertial Block Majorization Minimization Framework for Nonsmooth Nonconvex Optimization JMLR 2023
Sparse Coding in a Dual Memory System for Lifelong Learning AAAI 2023
Dictionary Learning for the Almost-Linear Sparsity Regime ALT 2023
Emergence of Shape Bias in Convolutional Neural Networks through Activation Sparsity NIPS 2023
Learning Dictionary for Visual Attention NIPS 2023
Unconstrained Dynamic Regret via Sparse Coding NIPS 2023
Masked Latent Semantic Modeling: an Efficient Pre-training Alternative to Masked Language Modeling ACL 2023
Sparse Parameterization for Epitomic Dataset Distillation NIPS 2023
Hiding Data Helps: On the Benefits of Masking for Sparse Coding ICML 2023
MobilePTX: Sparse Coding for Pneumothorax Detection Given Limited Training Examples AAAI 2023
Information Maximization Perspective of Orthogonal Matching Pursuit with Applications to Explainable AI NIPS 2023