Cover Image

Self-Supervised Scalable Deep Compressed Sensing

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Chen, Bin, Zhang, Xuanyu, Liu, Shuai, Zhang, Yongbing, Zhang, Jian
Format:	Preprint
Published:	2023
Subjects:	Signal Processing Computer Vision and Pattern Recognition Machine Learning
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

D3C2-Net: Dual-Domain Deep Convolutional Coding Network for Compressive Sensing
by: Li, Weiqi, et al.
Published: (2022)

Modulate Your Spectrum in Self-Supervised Learning
by: Weng, Xi, et al.
Published: (2023)

Implicit Neural Compression of Point Clouds
by: Ruan, Hongning, et al.
Published: (2024)

Convolutional Sparse Support Estimator Network (CSEN) From energy efficient support estimation to learning-aided Compressive Sensing
by: Yamac, Mehmet, et al.
Published: (2020)

Self-Supervised Human Activity Recognition with Localized Time-Frequency Contrastive Representation Learning
by: Taghanaki, Setareh Rahimi, et al.
Published: (2022)

Self-Updating Vehicle Monitoring Framework Employing Distributed Acoustic Sensing towards Real-World Settings
by: Wang, Xi, et al.
Published: (2024)

RadioDUN: A Physics-Inspired Deep Unfolding Network for Radio Map Estimation
by: Chen, Taiqin, et al.
Published: (2025)

Spectral-Temporal Fusion Representation for Person-in-Bed Detection
by: Yang, Xuefeng, et al.
Published: (2024)

Interlaced R2D2 DNN Series for Scalable Non-Cartesian MRI with Sensitivity Self-calibration
by: Chen, Shijie, et al.
Published: (2025)

Babel: A Scalable Pre-trained Model for Multi-Modal Sensing via Expandable Modality Alignment
by: Dai, Shenghong, et al.
Published: (2024)

Automatic Stack Velocity Picking Using an Unsupervised Ensemble Learning Method
by: Wang, H. T., et al.
Published: (2022)

A Visual-inertial Localization Algorithm using Opportunistic Visual Beacons and Dead-Reckoning for GNSS-Denied Large-scale Applications
by: Zhang, Liqiang, et al.
Published: (2024)

A Rainbow in Deep Network Black Boxes
by: Guth, Florentin, et al.
Published: (2023)

A Self-Supervised Learning of a Foundation Model for Analog Layout Design Automation
by: Jeong, Sungyu, et al.
Published: (2025)

ECGrecover: a Deep Learning Approach for Electrocardiogram Signal Completion
by: Lence, Alex, et al.
Published: (2024)

Accelerated Intravascular Ultrasound Imaging using Deep Reinforcement Learning
by: Stevens, Tristan S. W., et al.
Published: (2022)

Robustness of Deep Neural Networks for Micro-Doppler Radar Classification
by: Czerkawski, Mikolaj, et al.
Published: (2024)

Practical Compact Deep Compressed Sensing
by: Chen, Bin, et al.
Published: (2024)

Exploring Challenges in Deep Learning of Single-Station Ground Motion Records
by: Çağlar, Ümit Mert, et al.
Published: (2024)

Heart Rate Classification in ECG Signals Using Machine Learning and Deep Learning
by: Vo, Thien Nhan
Published: (2025)

A Novel Micro-Doppler Coherence Loss for Deep Learning Radar Applications
by: Czerkawski, Mikolaj, et al.
Published: (2024)

Deep Adversarial Learning with Activity-Based User Discrimination Task for Human Activity Recognition
by: Calatrava-Nicolás, Francisco M., et al.
Published: (2024)

MrSARP: A Hierarchical Deep Generative Prior for SAR Image Super-resolution
by: Agarwal, Tushar, et al.
Published: (2022)

CSI-Based Efficient Self-Quarantine Monitoring System Using Branchy Convolution Neural Network
by: Guo, Jingtao, et al.
Published: (2023)

Scalable Non-Cartesian Magnetic Resonance Imaging with R2D2
by: Chen, Yiwei, et al.
Published: (2024)

An unsupervised method for MRI recovery: Deep image prior with structured sparsity
by: Sultan, Muhammad Ahmad, et al.
Published: (2025)

CrossFi: A Cross Domain Wi-Fi Sensing Framework Based on Siamese Network
by: Zhao, Zijian, et al.
Published: (2024)

Efficient Semantic Communication Through Transformer-Aided Compression
by: Mortaheb, Matin, et al.
Published: (2024)

Multi-modal Image and Radio Frequency Fusion for Optimizing Vehicle Positioning
by: Huan, Ouwen, et al.
Published: (2024)

Deep Internal Learning: Deep Learning from a Single Input
by: Tirer, Tom, et al.
Published: (2023)

Learned Compression for Compressed Learning
by: Jacobellis, Dan, et al.
Published: (2024)

Modular Retrieval-Augmented Generalization for Human Action Recognition
by: Liao, Peng, et al.
Published: (2026)

Scalable AI Framework for Defect Detection in Metal Additive Manufacturing
by: Phan, Duy Nhat, et al.
Published: (2024)

Sugarcane Health Monitoring With Satellite Spectroscopy and Machine Learning: A Review
by: Waters, Ethan Kane, et al.
Published: (2024)

Multimodal Latent Fusion of ECG Leads for Early Assessment of Pulmonary Hypertension
by: Suvon, Mohammod N. I., et al.
Published: (2025)

WiFi-TCN: Temporal Convolution for Human Interaction Recognition based on WiFi signal
by: Lin, Chih-Yang, et al.
Published: (2023)

PLAIN: Scalable Estimation Architecture for Integrated Sensing and Communication
by: Tahir, Bashar, et al.
Published: (2025)

Robust Cross-Domain WiFi Fall Detection via Physics-Driven Attention-Enhanced Transformers
by: Wang, Yingzhe, et al.
Published: (2026)

Bidirectional Fusion Guided by Cardiac Patterns for Semi-Supervised ECG Segmentation
by: Lim, Jeonghwa, et al.
Published: (2026)

Comparison of Embedded Spaces for Deep Learning Classification
by: Scholl, Stefan
Published: (2024)