SOTAVerified

Image Reconstruction

Papers

Showing 351400 of 2143 papers

TitleStatusHype
AnimeDiffusion: Anime Face Line Drawing Colorization via Diffusion ModelsCode1
Cloud removal in Sentinel-2 imagery using a deep residual neural network and SAR-optical data fusionCode1
A Decoupled Multi-Task Network for Shadow RemovalCode1
CMRxRecon: An open cardiac MRI dataset for the competition of accelerated image reconstructionCode1
CNN-Based Image Reconstruction Method for Ultrafast Ultrasound ImagingCode1
Accelerated Motion Correction with Deep Generative Diffusion ModelsCode1
Generative Modeling in Sinogram Domain for Sparse-view CT ReconstructionCode1
Multi-Modal and Multi-Resolution Data Fusion for High-Resolution Cloud Removal: A Novel Baseline and BenchmarkCode1
Towards real-time unsupervised monocular depth estimation on CPUCode1
Spline Positional Encoding for Learning 3D Implicit Signed Distance FieldsCode1
Attribute-Aware Deep Hashing with Self-Consistency for Large-Scale Fine-Grained Image RetrievalCode0
LoFi: Neural Local Fields for Scalable Image ReconstructionCode0
Attribute2Image: Conditional Image Generation from Visual AttributesCode0
A Conditional Denoising Diffusion Probabilistic Model for Radio Interferometric Image ReconstructionCode0
LSHR-Net: a hardware-friendly solution for high-resolution computational imaging using a mixed-weights neural networkCode0
Attention Incorporated Network for Sharing Low-rank, Image and K-space Information during MR Image Reconstruction to Achieve Single Breath-hold Cardiac Cine ImagingCode0
Linear Convergence of Plug-and-Play Algorithms with Kernel DenoisersCode0
A Trust-Guided Approach to MR Image Reconstruction with Side InformationCode0
Lightweight Improved Residual Network for Efficient Inverse Tone MappingCode0
LMD: Faster Image Reconstruction with Latent Masking DiffusionCode0
Learning to Rank Patches for Unbiased Image Redundancy ReductionCode0
Learning to Super Resolve Intensity Images from EventsCode0
Learning Task-Specific Strategies for Accelerated MRICode0
Synthetic Hyperspectral Array Video Database with Applications to Cross-Spectral Reconstruction and Hyperspectral Video CodingCode0
Learning monocular depth estimation with unsupervised trinocular assumptionsCode0
Learning of Patch-Based Smooth-Plus-Sparse Models for Image ReconstructionCode0
Learning Disentangled Representations via Mutual Information EstimationCode0
Efficient Model-Based Deep Learning via Network Pruning and Fine-TuningCode0
Joint learning of cartesian undersampling and reconstruction for accelerated MRICode0
Learning Representations for Clustering via Partial Information Discrimination and Cross-Level InteractionCode0
LegoPET: Hierarchical Feature Guided Conditional Diffusion for PET Image ReconstructionCode0
MAC-ReconNet: A Multiple Acquisition Context based Convolutional Neural Network for MR Image Reconstruction using Dynamic Weight PredictionCode0
Astronomical image reconstruction with convolutional neural networksCode0
A Compound Gaussian Least Squares Algorithm and Unrolled Network for Linear Inverse ProblemsCode0
A Hybrid Frequency-Spatial Domain Model for Sparse Image Reconstruction in Scanning Transmission Electron MicroscopyCode0
Learning a Variational Network for Reconstruction of Accelerated MRI DataCode0
A Hybrid Frequency-domain/Image-domain Deep Network for Magnetic Resonance Image ReconstructionCode0
AS-Net: Fast Photoacoustic Reconstruction with Multi-feature Fusion from Sparse DataCode0
A Sketching Framework for Reduced Data Transfer in Photon Counting LidarCode0
Learning-based sound speed estimation and aberration correction in linear-array photoacoustic imagingCode0
Layton: Latent Consistency Tokenizer for 1024-pixel Image Reconstruction and Generation by 256 TokensCode0
Latent Multimodal Reconstruction for Misinformation DetectionCode0
Learned Image Compression and Restoration for Digital PathologyCode0
Large model enhanced computational ghost imagingCode0
A Framework for Event-based Computer Vision on a Mobile DeviceCode0
K-UNN: k-Space Interpolation With Untrained Neural NetworkCode0
Learning Deep Representations Using Convolutional Auto-encoders with Symmetric Skip ConnectionsCode0
J-MoDL: Joint Model-Based Deep Learning for Optimized Sampling and ReconstructionCode0
Joint Reconstruction and Spatial Super-Resolution of Hyper-Spectral CTIS Images via Multi-Scale RefinementCode0
Iterative PET Image Reconstruction Using Convolutional Neural Network RepresentationCode0
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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