SOTAVerified

Image Reconstruction

Papers

Showing 13011325 of 2143 papers

TitleStatusHype
The model is the message: Lightweight convolutional autoencoders applied to noisy imaging data for planetary science and astrobiology0
The MRI Scanner as a Diagnostic: Image-less Active Sampling0
The object detection method aids in image reconstruction evaluation and clinical interpretation of meniscal abnormalities0
The Power of Complementary Regularizers: Image Recovery via Transform Learning and Low-Rank Modeling0
The Property of Frequency Shift in 2D-FRFT Domain with Application to Image Encryption0
The pursuit of beauty: Converting image labels to meaningful vectors0
The R2D2 Deep Neural Network Series for Scalable Non-Cartesian Magnetic Resonance Imaging0
The R2D2 deep neural network series paradigm for fast precision imaging in radio astronomy0
The Role of Stem Noise in Visual Perception and Image Quality Measurement0
The Sparse Reverse of Principal Component Analysis for Fast Low-Rank Matrix Completion0
The two-dimensional Gabor function adapted to natural image statistics: A model of simple-cell receptive fields and sparse structure in images0
Three-Dimensional Photoacoustic Tomography using Delay Multiply and Sum Beamforming Algorithm0
Time of arrival imaging: The proof of concept for a novel medical imaging modality0
TomoGRAF: A Robust and Generalizable Reconstruction Network for Single-View Computed Tomography0
Tomographic Foundation Model -- FORCE: Flow-Oriented Reconstruction Conditioning Engine0
Tomographic Image Reconstruction using Training images0
Toward a Thinking Microscope: Deep Learning in Optical Microscopy and Image Reconstruction0
Towards a robust R2D2 paradigm for radio-interferometric imaging: revisiting DNN training and architecture0
Toward Scalable Image Feature Compression: A Content-Adaptive and Diffusion-Based Approach0
Towards Coding for Human and Machine Vision: A Scalable Image Coding Approach0
Towards Consistent and Controllable Image Synthesis for Face Editing0
Towards Fast and Light-Weight Restoration of Dark Images0
Towards Head Computed Tomography Image Reconstruction Standardization with Deep Learning Assisted Automatic Detection0
Inducing Hierarchical Compositional Model by Sparsifying Generator Network0
Towards Large-scale Single-shot Millimeter-wave Imaging for Low-cost Security Inspection0
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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