SOTAVerified

Image Reconstruction

Papers

Showing 251300 of 2143 papers

TitleStatusHype
SplatFlow: Self-Supervised Dynamic Gaussian Splatting in Neural Motion Flow Field for Autonomous Driving0
Fast High-Quality Enhanced Imaging Algorithm for Layered Dielectric Targets Based on MMW MIMO-SAR System0
ACE-Net: AutofoCus-Enhanced Convolutional Network for Field Imperfection Estimation with application to high b-value spiral Diffusion MRI0
Attentive Contextual Attention for Cloud RemovalCode1
Quantum-Brain: Quantum-Inspired Neural Network Approach to Vision-Brain Understanding0
ADV2E: Bridging the Gap Between Analogue Circuit and Discrete Frames in the Video-to-Events Simulator0
Enhancing Blind Source Separation with Dissociative Principal Component Analysis0
An All-in-one Approach for Accelerated Cardiac MRI Reconstruction0
Deep Learning-Based Image Compression for Wireless Communications: Impacts on Reliability,Throughput, and LatencyCode0
USP-Gaussian: Unifying Spike-based Image Reconstruction, Pose Correction and Gaussian SplattingCode0
Channel-Adaptive Wireless Image Semantic Transmission with Learnable Prompts0
Masked Image Contrastive Learning for Efficient Visual Conceptual Pre-training0
Efficient Progressive Image Compression with Variance-aware MaskingCode0
A Low-Resolution Image is Worth 1x1 Words: Enabling Fine Image Super-Resolution with Transformers and TaylorShift0
Orthogonal Linear Array based Product Beamforming for Real Time Underwater 3D Acoustical Imaging0
Computed tomography using meta-optics0
4D Gaussian Splatting in the Wild with Uncertainty-Aware Regularization0
On Adapting Randomized Nyström Preconditioners to Accelerate Variational Image Reconstruction0
TomoGRAF: A Robust and Generalizable Reconstruction Network for Single-View Computed Tomography0
All-in-one Weather-degraded Image Restoration via Adaptive Degradation-aware Self-prompting Model0
SeedEdit: Align Image Re-Generation to Image Editing0
CASC: Condition-Aware Semantic Communication with Latent Diffusion Models0
Using Spatial Diffusions for Optoacoustic Tomography Image Reconstruction0
A Modular Conditional Diffusion Framework for Image Reconstruction0
Sketched Equivariant Imaging Regularization and Deep Internal Learning for Inverse Problems0
ESC-MISR: Enhancing Spatial Correlations for Multi-Image Super-Resolution in Remote Sensing0
LoFi: Neural Local Fields for Scalable Image ReconstructionCode0
Bayesian reconstruction of sparse raster-scanned mid-infrared optoacoustic signals enables fast, label-free chemical microscopy0
Sub-DM:Subspace Diffusion Model with Orthogonal Decomposition for MRI ReconstructionCode0
Gradient-Guided Conditional Diffusion Models for Private Image Reconstruction: Analyzing Adversarial Impacts of Differential Privacy and Denoising0
Advances in Photoacoustic Imaging Reconstruction and Quantitative Analysis for Biomedical Applications0
LDPM: Towards undersampled MRI reconstruction with MR-VAE and Latent Diffusion Prior0
Masked Autoencoders are Parameter-Efficient Federated Continual LearnersCode0
IRS-Enhanced Secure Semantic Communication Networks: Cross-Layer and Context-Awared Resource Allocation0
HIP: Hierarchical Point Modeling and Pre-training for Visual Information Extraction0
Computational Imaging Through Atmospheric Turbulence0
Cycle-Constrained Adversarial Denoising Convolutional Network for PET Image Denoising: Multi-Dimensional Validation on Large Datasets with Reader Study and Real Low-Dose Data0
Denoising Diffusion Models for Anomaly Localization in Medical Images0
MS-Glance: Bio-Insipred Non-semantic Context Vectors and their Applications in Supervising Image ReconstructionCode0
Chasing Better Deep Image Priors between Over- and Under-parameterizationCode0
Uncertainty quantification for fast reconstruction methods using augmented equivariant bootstrap: Application to radio interferometry0
Denoising Diffusion Probabilistic Models for Magnetic Resonance Fingerprinting0
Neural Experts: Mixture of Experts for Implicit Neural Representations0
HUE Dataset: High-Resolution Event and Frame Sequences for Low-Light Vision0
Advancements in Image Resolution: Super-Resolution Algorithm for Enhanced EOS-06 OCM-3 Data0
Adaptive Wireless Image Semantic Transmission: Design, Simulation, and Prototype Validation0
Deep Generative Models for 3D Medical Image Synthesis0
FusionLungNet: Multi-scale Fusion Convolution with Refinement Network for Lung CT Image SegmentationCode0
LLM-HDR: Bridging LLM-based Perception and Self-Supervision for Unpaired LDR-to-HDR Image ReconstructionCode0
ERDDCI: Exact Reversible Diffusion via Dual-Chain Inversion for High-Quality Image Editing0
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1Taming-VQGAN (16x16)FID3.64Unverified
2VQGAN-LC (16x16)FID2.62Unverified
3MaskGIT-VQGAN (16x16)FID2.28Unverified
4RQ-VAE (8x8x16)FID1.83Unverified
5TiTok-S-128FID1.71Unverified
6MaskBit (16x16)FID1.66Unverified
7ViT-VQGAN (16x16)FID1.28Unverified
8Open-Magvit2 (16x16)FID1.17Unverified
9Mo-VQGAN (16x16x4)FID1.12Unverified
10IBQ (16x16)FID1Unverified
#ModelMetricClaimedVerifiedStatus
1VAR (16x16)rFID9.85Unverified
2VQGAN (16x16)rFID5.95Unverified
3LlamaGen (16x16)rFID5.59Unverified
4Open-Magvit2 (16x16)rFID4.18Unverified
5MGVQ (16x16x4)rFID1.59Unverified
6SD-VAE (16x16)rFID1.07Unverified
#ModelMetricClaimedVerifiedStatus
1pix2pixFID96.31Unverified
2bFTFID74.9Unverified
3Xian et al._FID60.85Unverified
4PI-RECFID0.07Unverified
#ModelMetricClaimedVerifiedStatus
1pix2pixFID197.49Unverified
2bFTFID121.2Unverified
3Xian et al._FID44.76Unverified
4PI-RECFID0.02Unverified
#ModelMetricClaimedVerifiedStatus
1Ours (STFT: magnitude, L1l=1) W-ReplicateSSIM0.88Unverified
2Ours (STFT: magnitude, L1l=1) WS-ReplicateSSIM0.86Unverified
#ModelMetricClaimedVerifiedStatus
1AugVAE-SLFID3.28Unverified
2AugVAE-MLFID1.04Unverified
#ModelMetricClaimedVerifiedStatus
1bFTFID58.4Unverified
#ModelMetricClaimedVerifiedStatus
1SwinSFAverage PSNR39.61Unverified