SOTAVerified

Image Reconstruction

Papers

Showing 951975 of 2143 papers

TitleStatusHype
Computationally Efficient Deep Neural Network for Computed Tomography Image Reconstruction0
Approximate Extraction of Late-Time Returns via Morphological Component Analysis0
Advanced Variations of Two-Dimensional Principal Component Analysis for Face Recognition0
FreqSelect: Frequency-Aware fMRI-to-Image Reconstruction0
FoVolNet: Fast Volume Rendering using Foveated Deep Neural Networks0
Computational imaging with the human brain0
Fourth-Order Nonlocal Tensor Decomposition Model for Spectral Computed Tomography0
Computational Imaging Through Atmospheric Turbulence0
Application of Unsupervised Domain Adaptation for Structural MRI Analysis0
Fourier Imager Network (FIN): A deep neural network for hologram reconstruction with superior external generalization0
Foreground-attention in neural decoding: Guiding Loop-Enc-Dec to reconstruct visual stimulus images from fMRI0
Computational Imaging for VLBI Image Reconstruction0
Image contrast enhancement based on the Schrödinger operator spectrum0
Focus On What Matters: Separated Models For Visual-Based RL Generalization0
Image Embedded Segmentation: Uniting Supervised and Unsupervised Objectives for Segmenting Histopathological Images0
Focus on Content not Noise: Improving Image Generation for Nuclei Segmentation by Suppressing Steganography in CycleGAN0
Computational Image Formation: Simulators in the Deep Learning Era0
Image Generative Semantic Communication with Multi-Modal Similarity Estimation for Resource-Limited Networks0
Image as First-Order Norm+Linear Autoregression: Unveiling Mathematical Invariance0
ADV2E: Bridging the Gap Between Analogue Circuit and Discrete Frames in the Video-to-Events Simulator0
Practical Operator Sketching Framework for Accelerating Iterative Data-Driven Solutions in Inverse Problems0
3D endoscopic depth estimation using 3D surface-aware constraints0
Computational Hyperspectral Imaging Based on Dimension-Discriminative Low-Rank Tensor Recovery0
FixPix: Fixing Bad Pixels using Deep Learning0
Computational ghost imaging using a field-programmable gate array0
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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