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Image Reconstruction

Papers

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Showing 551–600 of 2143 papers

TitleStatusHype
Benchmarking learned algorithms for computed tomography image reconstruction tasks—0
Unlocking Visual Secrets: Inverting Features with Diffusion Priors for Image Reconstruction—0
MPSI: Mamba enhancement model for pixel-wise sequential interaction Image Super-Resolution—0
Closed-Form Approximation of the Total Variation Proximal Operator—0
Model-Driven Deep Neural Network for Enhanced AoA Estimation Using 5G gNB—0
Semantic Communications for Digital Signals via Carrier Images—0
Graph convolutional networks enable fast hemorrhagic stroke monitoring with electrical impedance tomography—0
Generalized Least Squares Kernelized Tensor FactorizationCode0
Visual Lexicon: Rich Image Features in Language Space—0
Diff5T: Benchmarking Human Brain Diffusion MRI with an Extensive 5.0 Tesla K-Space and Spatial Dataset—0
Reconstructing Quantitative Cerebral Perfusion Images Directly From Measured Sinogram Data Acquired Using C-arm Cone-Beam CT—0
Multi-Subject Image Synthesis as a Generative Prior for Single-Subject PET Image Reconstruction—0
Likelihood-Scheduled Score-Based Generative Modeling for Fully 3D PET Image Reconstruction—0
Generative-Model-Based Fully 3D PET Image Reconstruction by Conditional Diffusion Sampling—0
INRetouch: Context Aware Implicit Neural Representation for Photography Retouching—0
SwiftEdit: Lightning Fast Text-Guided Image Editing via One-Step Diffusion—0
Equivariant Representation Learning for Augmentation-based Self-Supervised Learning via Image Reconstruction—0
Controlling the Latent Diffusion Model for Generative Image Shadow Removal via Residual Generation—0
Switchable deep beamformer for high-quality and real-time passive acoustic mapping—0
Plug-and-Play Half-Quadratic Splitting for Ptychography—0
Deep Guess acceleration for explainable image reconstruction in sparse-view CTCode0
Towards Lensless Image Deblurring with Prior-Embedded Implicit Neural Representations in the Low-Data Regime—0
Generative Semantic Communication for Joint Image Transmission and Segmentation—0
Image Generation with Supervised Selection Based on Multimodal Features for Semantic Communications—0
LegoPET: Hierarchical Feature Guided Conditional Diffusion for PET Image ReconstructionCode0
AnonyNoise: Anonymizing Event Data with Smart Noise to Outsmart Re-Identification and Preserve PrivacyCode0
NovelGS: Consistent Novel-view Denoising via Large Gaussian Reconstruction Model—0
SplatFlow: Self-Supervised Dynamic Gaussian Splatting in Neural Motion Flow Field for Autonomous Driving—0
Fast High-Quality Enhanced Imaging Algorithm for Layered Dielectric Targets Based on MMW MIMO-SAR System—0
ACE-Net: AutofoCus-Enhanced Convolutional Network for Field Imperfection Estimation with application to high b-value spiral Diffusion MRI—0
Quantum-Brain: Quantum-Inspired Neural Network Approach to Vision-Brain Understanding—0
ADV2E: Bridging the Gap Between Analogue Circuit and Discrete Frames in the Video-to-Events Simulator—0
Enhancing Blind Source Separation with Dissociative Principal Component Analysis—0
Deep Learning-Based Image Compression for Wireless Communications: Impacts on Reliability,Throughput, and LatencyCode0
An All-in-one Approach for Accelerated Cardiac MRI Reconstruction—0
USP-Gaussian: Unifying Spike-based Image Reconstruction, Pose Correction and Gaussian SplattingCode0
Efficient Progressive Image Compression with Variance-aware MaskingCode0
Channel-Adaptive Wireless Image Semantic Transmission with Learnable Prompts—0
Masked Image Contrastive Learning for Efficient Visual Conceptual Pre-training—0
A Low-Resolution Image is Worth 1x1 Words: Enabling Fine Image Super-Resolution with Transformers and TaylorShift—0
Orthogonal Linear Array based Product Beamforming for Real Time Underwater 3D Acoustical Imaging—0
Computed tomography using meta-optics—0
4D Gaussian Splatting in the Wild with Uncertainty-Aware Regularization—0
On Adapting Randomized Nyström Preconditioners to Accelerate Variational Image Reconstruction—0
TomoGRAF: A Robust and Generalizable Reconstruction Network for Single-View Computed Tomography—0
All-in-one Weather-degraded Image Restoration via Adaptive Degradation-aware Self-prompting Model—0
SeedEdit: Align Image Re-Generation to Image Editing—0
CASC: Condition-Aware Semantic Communication with Latent Diffusion Models—0
Sketched Equivariant Imaging Regularization and Deep Internal Learning for Inverse Problems—0
Using Spatial Diffusions for Optoacoustic Tomography Image Reconstruction—0
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All datasetsImageNetUltra-High Resolution Image Reconstruction BenchmarkEdge-to-HandbagsEdge-to-ShoesAudio SetImageNet 256x256Edge-to-ClothesSpike-X4K

Benchmark Results

#ModelMetricClaimedVerifiedStatus
1Taming-VQGAN (16x16)FID3.64—Unverified
2VQGAN-LC (16x16)FID2.62—Unverified
3MaskGIT-VQGAN (16x16)FID2.28—Unverified
4RQ-VAE (8x8x16)FID1.83—Unverified
5TiTok-S-128FID1.71—Unverified
6MaskBit (16x16)FID1.66—Unverified
7ViT-VQGAN (16x16)FID1.28—Unverified
8Open-Magvit2 (16x16)FID1.17—Unverified
9Mo-VQGAN (16x16x4)FID1.12—Unverified
10IBQ (16x16)FID1—Unverified
#ModelMetricClaimedVerifiedStatus
1VAR (16x16)rFID9.85—Unverified
2VQGAN (16x16)rFID5.95—Unverified
3LlamaGen (16x16)rFID5.59—Unverified
4Open-Magvit2 (16x16)rFID4.18—Unverified
5MGVQ (16x16x4)rFID1.59—Unverified
6SD-VAE (16x16)rFID1.07—Unverified
#ModelMetricClaimedVerifiedStatus
1pix2pixFID96.31—Unverified
2bFTFID74.9—Unverified
3Xian et al._FID60.85—Unverified
4PI-RECFID0.07—Unverified
#ModelMetricClaimedVerifiedStatus
1pix2pixFID197.49—Unverified
2bFTFID121.2—Unverified
3Xian et al._FID44.76—Unverified
4PI-RECFID0.02—Unverified
#ModelMetricClaimedVerifiedStatus
1Ours (STFT: magnitude, L1l=1) W-ReplicateSSIM0.88—Unverified
2Ours (STFT: magnitude, L1l=1) WS-ReplicateSSIM0.86—Unverified
#ModelMetricClaimedVerifiedStatus
1AugVAE-SLFID3.28—Unverified
2AugVAE-MLFID1.04—Unverified
#ModelMetricClaimedVerifiedStatus
1bFTFID58.4—Unverified
#ModelMetricClaimedVerifiedStatus
1SwinSFAverage PSNR39.61—Unverified