SOTAVerified

Image Reconstruction

Papers

Showing 16011625 of 2143 papers

TitleStatusHype
Efficient Algorithms for Convolutional Inverse Problems in Multidimensional Imaging0
Self-Supervised Domain Mismatch Estimation for Autonomous Perception0
SIMBA: Scalable Inversion in Optical Tomography using Deep Denoising Priors0
Supervised Learning of Sparsity-Promoting Regularizers for Denoising0
Probabilistic AutoencoderCode1
Isotropic multichannel total variation framework for joint reconstruction of multicontrast parallel MRI0
Learning to do multiframe wavefront sensing unsupervisedly: applications to blind deconvolutionCode1
Adaptive convolutional neural networks for k-space data interpolation in fast magnetic resonance imaging0
From Depth What Can You See? Depth Completion via Auxiliary Image Reconstruction0
Distilling Image Dehazing With Heterogeneous Task ImitationCode0
Retina-Like Visual Image Reconstruction via Spiking Neural Model0
Joint Filtering of Intensity Images and Neuromorphic Events for High-Resolution Noise-Robust Imaging0
Enhanced Blind Face Restoration With Multi-Exemplar Images and Adaptive Spatial Feature FusionCode1
MetaInv-Net: Meta Inversion Network for Sparse View CT Image Reconstruction0
Overview of Scanner Invariant Representations0
Learning Global and Local Features of Normal Brain Anatomy for Unsupervised Abnormality DetectionCode0
Identity-Preserving Realistic Talking Face Generation0
RARE: Image Reconstruction using Deep Priors Learned without Ground TruthCode1
Event-based visual place recognition with ensembles of temporal windowsCode1
Image Translation by Latent Union of Subspaces for Cross-Domain Plaque Detection0
Data Consistent CT Reconstruction from Insufficient Data with Learned Prior Images0
Medical Image Generation using Generative Adversarial Networks0
Provable Convergence of Plug-and-Play Priors with MMSE denoisers0
The Information & Mutual Information Ratio for Counting Image Features and Their MatchesCode0
A Robust Matching Pursuit Algorithm Using Information Theoretic Learning0
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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