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Image Reconstruction

Papers

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Showing 1401–1450 of 2143 papers

TitleStatusHype
Unsupervised Knowledge-Transfer for Learned Image Reconstruction—0
Unsupervised Learning-based Depth Estimation aided Visual SLAM Approach—0
Unsupervised Learning of Depth, Camera Pose and Optical Flow from Monocular Video—0
Unsupervised Multi-object Segmentation by Predicting Probable Motion Patterns—0
Unsupervised Object Segmentation with Explicit Localization Module—0
Unsupervised Prior Learning: Discovering Categorical Pose Priors from Videos—0
Unsupervised Spatial-spectral Hyperspectral Image Reconstruction and Clustering with Diffusion Geometry—0
Unsupervised Two-Stage Anomaly Detection—0
Untrained, physics-informed neural networks for structured illumination microscopy—0
UnWave-Net: Unrolled Wavelet Network for Compton Tomography Image Reconstruction—0
Using Deep Learning for Visual Decoding and Reconstruction from Brain Activity: A Review—0
Using Spatial Diffusions for Optoacoustic Tomography Image Reconstruction—0
Utilizing the Structure of the Curvelet Transform with Compressed Sensing—0
Utilizing the Wavelet Transform's Structure in Compressed Sensing—0
Utilizing variational autoencoders in the Bayesian inverse problem of photoacoustic tomography—0
Validation and Generalizability of Self-Supervised Image Reconstruction Methods for Undersampled MRI—0
Variable Length Variable Quality Audio Steganography—0
Variational based Mixed Noise Removal with CNN Deep Learning Regularization—0
Variational Capsule Encoder—0
Variational Inference for Computational Imaging Inverse Problems—0
Variational Inference using Implicit Distributions—0
Vec2Face: Scaling Face Dataset Generation with Loosely Constrained Vectors—0
Vec2Face: Unveil Human Faces from their Blackbox Features in Face Recognition—0
Vec2Face-v2: Unveil Human Faces from their Blackbox Features via Attention-based Network in Face Recognition—0
Unsupervised Image Decomposition in Vector Layers—0
Vector Quantized Wasserstein Auto-Encoder—0
VectorTalker: SVG Talking Face Generation with Progressive Vectorisation—0
Vector-Valued Least-Squares Regression under Output Regularity Assumptions—0
Vehicle Detection and Classification without Residual Calculation: Accelerating HEVC Image Decoding with Random Perturbation Injection—0
Versatile Volumetric Medical Image Coding for Human-Machine Vision—0
Video Generation with Learned Action Prior—0
ViewNet: Unsupervised Viewpoint Estimation from Conditional Generation—0
Virtual Coil Augmentation Technology for MR Coil Extrapolation via Deep Learning—0
Visibility Interpolation in Solar Hard X-ray Imaging: Application to RHESSI and STIX—0
Vision-Enhanced Time Series Forecasting via Latent Diffusion Models—0
Vision Foundation Models as Effective Visual Tokenizers for Autoregressive Image Generation—0
Vision Transformer-Based Time-Series Image Reconstruction for Cloud-Filling Applications—0
ViSIR: Vision Transformer Single Image Reconstruction Method for Earth System Models—0
Visual Image Reconstruction from Brain Activity via Latent Representation—0
Visual Lexicon: Rich Image Features in Language Space—0
Visual Privacy Auditing with Diffusion Models—0
Visual Quality Enhancement in Optoacoustic Tomography using Active Contour Segmentation Priors—0
ViTGuard: Attention-aware Detection against Adversarial Examples for Vision Transformer—0
VIVAT: Virtuous Improving VAE Training through Artifact Mitigation—0
VLBInet: Radio Interferometry Data Classification for EHT with Neural Networks—0
Vulnerability of Face Recognition Systems Against Composite Face Reconstruction Attack—0
Wasserstein GANs for MR Imaging: from Paired to Unpaired Training—0
WAVE-UNET: Wavelength based Image Reconstruction method using attention UNET for OCT images—0
WAYLA - Generating Images from Eye Movements—0
Weighted Spectral Filters for Kernel Interpolation on Spheres: Estimates of Prediction Accuracy for Noisy Data—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