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Image Reconstruction

Papers

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Showing 1901–1925 of 2143 papers

TitleStatusHype
Efficient Image Set Classification using Linear Regression based Image Reconstruction—0
Efficient Multi Subject Visual Reconstruction from fMRI Using Aligned Representations—0
Efficient Parallel Algorithms for Inpainting-Based Representations of 4K Images -- Part I: Homogeneous Diffusion Inpainting—0
Efficient Registration of Pathological Images: A Joint PCA/Image-Reconstruction Approach—0
Efficient training for future video generation based on hierarchical disentangled representation of latent variables—0
Efficient-VQGAN: Towards High-Resolution Image Generation with Efficient Vision Transformers—0
eFIN: Enhanced Fourier Imager Network for generalizable autofocusing and pixel super-resolution in holographic imaging—0
_0 Sparsifying Transform Learning with Efficient Optimal Updates and Convergence Guarantees—0
Empirical robustification of pre-trained classifiers—0
Empirical Studies on the Convergence of Feature Spaces in Deep Learning—0
Encoding Enhanced Complex CNN for Accurate and Highly Accelerated MRI—0
End2end-ALARA: Approaching the ALARA Law in CT Imaging with End-to-end Learning—0
End-to-End AI-based MRI Reconstruction and Lesion Detection Pipeline for Evaluation of Deep Learning Image Reconstruction—0
End-to-End Learning-Based Ultrasound Reconstruction—0
End-to-end Learning for Joint Depth and Image Reconstruction from Diffracted Rotation—0
End-to-End Neuro-Symbolic Architecture for Image-to-Image Reasoning Tasks—0
Brain Segmentation from k-space with End-to-end Recurrent Attention Network—0
Energy-based Dropout in Restricted Boltzmann Machines: Why not go random—0
Enhanced artificial intelligence-based diagnosis using CBCT with internal denoising: Clinical validation for discrimination of fungal ball, sinusitis, and normal cases in the maxillary sinus—0
Enhanced Denoising and Convergent Regularisation Using Tweedie Scaling—0
Enhanced Image Reconstruction From Quarter Sampling Measurements Using An Adapted Very Deep Super Resolution Network—0
Enhanced total variation minimization for stable image reconstruction—0
Enhancing Blind Source Separation with Dissociative Principal Component Analysis—0
Enhancing Dynamic CT Image Reconstruction with Neural Fields and Optical Flow—0
Enhancing Electrical Impedance Tomography reconstruction using Learned Half-Quadratic Splitting Networks with Anderson Acceleration—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