MsDC-DEQ-Net: Deep Equilibrium Model (DEQ) with Multi-scale Dilated Convolution for Image Compressive Sensing (CS)
Fuente:
arXiv
Saved in:
| Main Authors: | Yu, Youhao, Dansereau, Richard M. |
|---|---|
| Format: | Preprint |
| Published: |
2024
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
TomoSelfDEQ: Self-Supervised Deep Equilibrium Learning for Sparse-Angle CT Reconstruction
by: Bubba, Tatiana A., et al.
Published: (2025)
by: Bubba, Tatiana A., et al.
Published: (2025)
Prompt-Guided Prefiltering for VLM Image Compression
by: Azizian, Bardia, et al.
Published: (2026)
by: Azizian, Bardia, et al.
Published: (2026)
A Cascaded Dilated Convolution Approach for Mpox Lesion Classification
by: Deshmukh, Ayush
Published: (2024)
by: Deshmukh, Ayush
Published: (2024)
Deep Sylvester Posterior Inference for Adaptive Compressed Sensing in Ultrasound Imaging
by: Penninga, Simon W., et al.
Published: (2025)
by: Penninga, Simon W., et al.
Published: (2025)
Dense-Sparse Deep Convolutional Neural Networks Training for Image Denoising
by: Alawode, Basit O., et al.
Published: (2021)
by: Alawode, Basit O., et al.
Published: (2021)
DRetNet: A Novel Deep Learning Framework for Diabetic Retinopathy Diagnosis
by: Okuwobi, Idowu Paul, et al.
Published: (2025)
by: Okuwobi, Idowu Paul, et al.
Published: (2025)
MTS-CSNet: Multiscale Tensor Factorization for Deep Compressive Sensing on RGB Images
by: Yamac, Mehmet, et al.
Published: (2026)
by: Yamac, Mehmet, et al.
Published: (2026)
Efficient Convolutional Forward Model for Passive Acoustic Mapping and Temporal Monitoring
by: Gelvez-Barrera, Tatiana, et al.
Published: (2026)
by: Gelvez-Barrera, Tatiana, et al.
Published: (2026)
Underwater Image Enhancement by Convolutional Spiking Neural Networks
by: Sudevan, Vidya, et al.
Published: (2025)
by: Sudevan, Vidya, et al.
Published: (2025)
Explainable AI: Comparative Analysis of Normal and Dilated ResNet Models for Fundus Disease Classification
by: Karthikayan, P. N., et al.
Published: (2024)
by: Karthikayan, P. N., et al.
Published: (2024)
Appeal prediction for AI up-scaled Images
by: Göring, Steve, et al.
Published: (2025)
by: Göring, Steve, et al.
Published: (2025)
Deep Learning Empowered Sub-Diffraction Terahertz Backpropagation Single-Pixel Imaging
by: Zhu, Yongsheng, et al.
Published: (2025)
by: Zhu, Yongsheng, et al.
Published: (2025)
Multi-modal Data Fusion and Deep Ensemble Learning for Accurate Crop Yield Prediction
by: Yewle, Akshay Dagadu, et al.
Published: (2025)
by: Yewle, Akshay Dagadu, et al.
Published: (2025)
Artificial Bee Colony optimization of Deep Convolutional Neural Networks in the context of Biomedical Imaging
by: Martin, Adri Gomez, et al.
Published: (2024)
by: Martin, Adri Gomez, et al.
Published: (2024)
Real-Time Compressed Sensing for Joint Hyperspectral Image Transmission and Restoration for CubeSat
by: Hsu, Chih-Chung, et al.
Published: (2024)
by: Hsu, Chih-Chung, et al.
Published: (2024)
Trustworthy Enhanced Multi-view Multi-modal Alzheimer's Disease Prediction with Brain-wide Imaging Transcriptomics Data
by: Cong, Shan, et al.
Published: (2024)
by: Cong, Shan, et al.
Published: (2024)
Lossy Image Compression -- A Frequent Sequence Mining perspective employing efficient Clustering
by: Kadimisetty, Avinash, et al.
Published: (2026)
by: Kadimisetty, Avinash, et al.
Published: (2026)
Neural Video Compression with In-Loop Contextual Filtering and Out-of-Loop Reconstruction Enhancement
by: Wu, Yaojun, et al.
Published: (2025)
by: Wu, Yaojun, et al.
Published: (2025)
Hierarchical Autoencoder-based Lossy Compression for Large-scale High-resolution Scientific Data
by: Le, Hieu, et al.
Published: (2023)
by: Le, Hieu, et al.
Published: (2023)
A speckle filter for Sentinel-1 SAR Ground Range Detected data based on Residual Convolutional Neural Networks
by: Sebastianelli, Alessandro, et al.
Published: (2021)
by: Sebastianelli, Alessandro, et al.
Published: (2021)
Deep Generative Models for Enhanced Vitreous OCT Imaging
by: Sarrocco, Simone, et al.
Published: (2025)
by: Sarrocco, Simone, et al.
Published: (2025)
SegNet: A Segmented Deep Learning based Convolutional Neural Network Approach for Drones Wildfire Detection
by: Jonnalagadda, Aditya V., et al.
Published: (2024)
by: Jonnalagadda, Aditya V., et al.
Published: (2024)
CogGen: Cognitive-Load-Informed Fully Unsupervised Deep Generative Modeling for Compressively Sampled MRI Reconstruction
by: Zhu, Qingyong, et al.
Published: (2026)
by: Zhu, Qingyong, et al.
Published: (2026)
Generative Video Compression: Towards 0.01% Compression Rate for Video Transmission
by: Chen, Xiangyu, et al.
Published: (2025)
by: Chen, Xiangyu, et al.
Published: (2025)
Edge-Enhanced Dilated Residual Attention Network for Multimodal Medical Image Fusion
by: Zhou, Meng, et al.
Published: (2024)
by: Zhou, Meng, et al.
Published: (2024)
Q-Probe: Scaling Image Quality Assessment to High Resolution via Context-Aware Agentic Probing
by: Li, Xiang, et al.
Published: (2026)
by: Li, Xiang, et al.
Published: (2026)
DeepEyeNet: Generating Medical Report for Retinal Images
by: Huang, Jia-Hong
Published: (2025)
by: Huang, Jia-Hong
Published: (2025)
Convolutional Transformer-Based Image Compression
by: Arezki, Bouzid, et al.
Published: (2024)
by: Arezki, Bouzid, et al.
Published: (2024)
An Explainable Attention Model for Cervical Precancer Risk Classification using Colposcopic Images
by: Khare, Smith K., et al.
Published: (2024)
by: Khare, Smith K., et al.
Published: (2024)
Multi-Stain Multi-Level Convolutional Network for Multi-Tissue Breast Cancer Image Segmentation
by: Modi, Akash, et al.
Published: (2024)
by: Modi, Akash, et al.
Published: (2024)
HANS-Net: Hyperbolic Convolution and Adaptive Temporal Attention for Accurate and Generalizable Liver and Tumor Segmentation in CT Imaging
by: Abian, Arefin Ittesafun, et al.
Published: (2025)
by: Abian, Arefin Ittesafun, et al.
Published: (2025)
Implicit Spatiotemporal Bandwidth Enhancement Filter by Sine-activated Deep Learning Model for Fast 3D Photoacoustic Tomography
by: Sulistyawan, I Gede Eka, et al.
Published: (2025)
by: Sulistyawan, I Gede Eka, et al.
Published: (2025)
Three-Dimensional Diffusion-Weighted Multi-Slab MRI With Slice Profile Compensation Using Deep Energy Model
by: Ghorbani, Reza, et al.
Published: (2025)
by: Ghorbani, Reza, et al.
Published: (2025)
DC-VSR: Spatially and Temporally Consistent Video Super-Resolution with Video Diffusion Prior
by: Han, Janghyeok, et al.
Published: (2025)
by: Han, Janghyeok, et al.
Published: (2025)
MRNet: Multifaceted Resilient Networks for Medical Image-to-Image Translation
by: Lee, Hyojeong, et al.
Published: (2024)
by: Lee, Hyojeong, et al.
Published: (2024)
Dynamic Dual-Graph Fusion Convolutional Network For Alzheimer's Disease Diagnosis
by: Li, Fanshi, et al.
Published: (2023)
by: Li, Fanshi, et al.
Published: (2023)
A Deep Network for Explainable Prediction of Non-Imaging Phenotypes using Anatomical Multi-View Data
by: Wei, Yuxiang, et al.
Published: (2024)
by: Wei, Yuxiang, et al.
Published: (2024)
Improving Temporal Consistency and Fidelity at Inference-time in Perceptual Video Restoration by Zero-shot Image-based Diffusion Models
by: Rahimi, Nasrin, et al.
Published: (2025)
by: Rahimi, Nasrin, et al.
Published: (2025)
Beyond Data Scarcity Optimizing R3GAN for Medical Image Generation from Small Datasets
by: Pan, Tsung-Wei, et al.
Published: (2025)
by: Pan, Tsung-Wei, et al.
Published: (2025)
Lightening Anything in Medical Images
by: Fei, Ben, et al.
Published: (2024)
by: Fei, Ben, et al.
Published: (2024)
Similar Items
-
TomoSelfDEQ: Self-Supervised Deep Equilibrium Learning for Sparse-Angle CT Reconstruction
by: Bubba, Tatiana A., et al.
Published: (2025) -
Prompt-Guided Prefiltering for VLM Image Compression
by: Azizian, Bardia, et al.
Published: (2026) -
A Cascaded Dilated Convolution Approach for Mpox Lesion Classification
by: Deshmukh, Ayush
Published: (2024) -
Deep Sylvester Posterior Inference for Adaptive Compressed Sensing in Ultrasound Imaging
by: Penninga, Simon W., et al.
Published: (2025) -
Dense-Sparse Deep Convolutional Neural Networks Training for Image Denoising
by: Alawode, Basit O., et al.
Published: (2021)