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Image Reconstruction

Papers

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Showing 1351–1400 of 2143 papers

TitleStatusHype
Two-stage Geometric Information Guided Image Reconstruction—0
Two-stream Decoder Feature Normality Estimating Network for Industrial Anomaly Detection—0
UCM-VeID V2: A Richer Dataset and A Pre-training Method for UAV Cross-Modality Vehicle Re-Identification—0
Sequential Diffusion-Guided Deep Image Prior For Medical Image Reconstruction—0
UFA-FUSE: A novel deep supervised and hybrid model for multi-focus image fusion—0
UMFA: A photorealistic style transfer method based on U-Net and multi-layer feature aggregation—0
Uncalibrated Neural Inverse Rendering for Photometric Stereo of General Surfaces—0
Uncertainty Analysis in SPECT Reconstruction based on Probabilistic Programming—0
Uncertainty Estimation and Out-of-Distribution Detection for Deep Learning-Based Image Reconstruction using the Local Lipschitz—0
Uncertainty Quantification for Deep Unrolling-Based Computational Imaging—0
Uncertainty quantification for fast reconstruction methods using augmented equivariant bootstrap: Application to radio interferometry—0
UnDEMoN 2.0: Improved Depth and Ego Motion Estimation through Deep Image Sampling—0
Understanding Untrained Deep Models for Inverse Problems: Algorithms and Theory—0
Undertrained Image Reconstruction for Realistic Degradation in Blind Image Super-Resolution—0
UniBrain: Unify Image Reconstruction and Captioning All in One Diffusion Model from Human Brain Activity—0
Unified cross-modality feature disentangler for unsupervised multi-domain MRI abdomen organs segmentation—0
Unified Supervised-Unsupervised (SUPER) Learning for X-ray CT Image Reconstruction—0
Uniformly Sampled Polar and Cylindrical Grid Approach for 2D, 3D Image Reconstruction using Algebraic Algorithm—0
Universal Generative Modeling in Dual-domain for Dynamic MR Imaging—0
Unlocking Visual Secrets: Inverting Features with Diffusion Priors for Image Reconstruction—0
Unpaired Deep Image Dehazing Using Contrastive Disentanglement Learning—0
Unsupervised Anomaly Detection via Masked Diffusion Posterior Sampling—0
Unsupervised CT Metal Artifact Learning using Attention-guided beta-CycleGAN—0
Unsupervised Deep Learning Methods for Biological Image Reconstruction and Enhancement—0
Self-supervised Deep Unrolled Reconstruction Using Regularization by Denoising—0
GAN Inversion for Image Editing via Unsupervised Domain Adaptation—0
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
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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