sparse representation

297 papers

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SSC SR SRC

Co-occurring keywords

dictionary learning (277) sparse coding (234) feature extraction (1578) feature learning (1309) unsupervised learning (3255) sparse optimization (246) dimensionality reduction (720) neural network (6616) representation learning (6174) convex optimization (1320)

Papers

SPSC: Sparse and Scalable Multi-Modal 3D Occupancy Prediction for Autonomous Driving AAAI 2026

Robust Single-Stage Fully Sparse 3D Object Detection via Detachable Latent Diffusion AAAI 2026

Early Alignment in Two-Layer Networks Training is a Two-Edged Sword JMLR 2025

Multi-Attribute Steering of Language Models via Targeted Intervention ACL 2025

Text Anomaly Detection with Simplified Isolation Kernel EMNLP 2025

CSR:Achieving 1 Bit Key-Value Cache via Sparse Representation AAAI 2025

SparseAlign: a Fully Sparse Framework for Cooperative Object Detection CVPR 2025

ESEG: Event-Based Segmentation Boosted by Explicit Edge-Semantic Guidance AAAI 2025

Less is More: Improving Motion Diffusion Models with Sparse Keyframes ICCV 2025

Self-Supervised Sparse Sensor Fusion for Long Range Perception ICCV 2025

The Effect of SGD Batch Size on Autoencoder Learning: Sparsity, Sharpness, and Feature Learning JMLR 2025

GaussianFormer-2: Probabilistic Gaussian Superposition for Efficient 3D Occupancy Prediction CVPR 2025

Efficient Gaussian Splatting for Monocular Dynamic Scene Rendering via Sparse Time-Variant Attribute Modeling AAAI 2025

ImPart: Importance-Aware Delta-Sparsification for Improved Model Compression and Merging in LLMs ACL 2025

Oja's Algorithm for Streaming Sparse PCA NIPS 2024

Neural Image Compression Using Masked Sparse Visual Representation WACV 2024

Contrastive losses as generalized models of global epistasis NIPS 2024

SHaRPose: Sparse High-Resolution Representation for Human Pose Estimation AAAI 2024

Sparse Binarization for Fast Keyword Spotting INTERSPEECH 2024

Non-parametric classification via expand-and-sparsify representation NIPS 2024

PromptReps: Prompting Large Language Models to Generate Dense and Sparse Representations for Zero-Shot Document Retrieval EMNLP 2024

SparseOcc: Rethinking Sparse Latent Representation for Vision-Based Semantic Occupancy Prediction CVPR 2024

Dual-Perspective Activation: Efficient Channel Denoising via Joint Forward-Backward Criterion for Artificial Neural Networks NIPS 2024

A Dynamic GCN with Cross-Representation Distillation for Event-Based Learning AAAI 2024

Superposed Atomic Representation for Robust High-Dimensional Data Recovery of Multiple Low-Dimensional Structures AAAI 2024