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Image Reconstruction

Papers

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Showing 501–550 of 2143 papers

TitleStatusHype
Semantic Feature Division Multiple Access for Digital Semantic Broadcast Channels—0
MAP Image Recovery with Guarantees using Locally Convex Multi-Scale Energy (LC-MUSE) Model—0
Test Time Training for 4D Medical Image InterpolationCode0
Towards Consistent and Controllable Image Synthesis for Face Editing—0
When are Diffusion Priors Helpful in Sparse Reconstruction? A Study with Sparse-view CT—0
Federated Low-Rank Tensor Estimation for Multimodal Image Reconstruction—0
Sparse Measurement Medical CT Reconstruction using Multi-Fused Block Matching Denoising Priors—0
Exploring Linear Attention Alternative for Single Image Super-ResolutionCode0
Diffusion Autoencoders are Scalable Image Tokenizers—0
Distilling Knowledge for Designing Computational Imaging SystemsCode0
Image-Space Gridding for Nonrigid Motion-Corrected MR Image Reconstruction—0
MR imaging in the low-field: Leveraging the power of machine learning—0
Snapshot multi-spectral imaging through defocusing and a Fourier imager network—0
Deep Learning-Based Image Recovery and Pose Estimation for Resident Space Objects—0
Estimating Task-based Performance Bounds for Accelerated MRI Image Reconstruction Methods by Use of Learned-Ideal Observers—0
Knowledge Distillation for Image Restoration : Simultaneous Learning from Degraded and Clean Images—0
Bigger Isn't Always Better: Towards a General Prior for Medical Image ReconstructionCode0
Comparison of Autoencoders for tokenization of ASL datasets—0
Learned Discrepancy Reconstruction and Benchmark Dataset for Magnetic Particle Imaging—0
RMTransformer: Accurate Radio Map Construction and Coverage Prediction—0
Quantum Down Sampling Filter for Variational Auto-encoderCode0
Patch-GAN Transfer Learning with Reconstructive Models for Cloud Removal—0
Neuromorphic Optical Tracking and Imaging of Randomly Moving Targets through Strongly Scattering Media—0
A Trust-Guided Approach to MR Image Reconstruction with Side InformationCode0
A Self-supervised Diffusion Bridge for MRI Reconstruction—0
CAT: Content-Adaptive Image Tokenization—0
Inverse receptive field attention for naturalistic image reconstruction from the brainCode0
Decoding fMRI Data into Captions using Prefix Language ModelingCode0
IRIS: A Bayesian Approach for Image Reconstruction in Radio Interferometry with expressive Score-Based priorsCode0
Quaternionic Reweighted Amplitude Flow for Phase Retrieval in Image Reconstruction—0
An unsupervised method for MRI recovery: Deep image prior with structured sparsityCode0
HUNet: Homotopy Unfolding Network for Image Compressive SensingCode0
Multi-modal Vision Pre-training for Medical Image Analysis—0
Hierarchical Adaptive Filtering Network for Text Image Specular Highlight Removal—0
A Polarization-Aided Transformer for Image Deblurring via Motion Vector Decomposition—0
Preconditioners for the Stochastic Training of Neural Fields—0
Learned Binocular-Encoding Optics for RGBD Imaging Using Joint Stereo and Focus Cues—0
UCM-VeID V2: A Richer Dataset and A Pre-training Method for UAV Cross-Modality Vehicle Re-Identification—0
SS-CTML: Self-Supervised Cross-Task Mutual Learning for CT Image Reconstruction—0
FashionFAE: Fine-grained Attributes Enhanced Fashion Vision-Language Pre-training—0
Learning Radiance Fields from a Single Snapshot Compressive Image—0
Pruning Unrolled Networks (PUN) at Initialization for MRI Reconstruction Improves Generalization—0
FaceLift: Single Image to 3D Head with View Generation and GS-LRM—0
Hyperbolic Chamfer Distance for Point Cloud Completion and Beyond—0
Learning of Patch-Based Smooth-Plus-Sparse Models for Image ReconstructionCode0
Accelerating lensed quasar discovery and modeling with physics-informed variational autoencoders—0
Integrating Generative and Physics-Based Models for Ptychographic Imaging with Uncertainty Quantification—0
Rapid Reconstruction of Extremely Accelerated Liver 4D MRI via Chained Iterative Refinement—0
Versatile Volumetric Medical Image Coding for Human-Machine Vision—0
Unlocking Visual Secrets: Inverting Features with Diffusion Priors for 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