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Image Reconstruction

Papers

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Showing 1651–1700 of 2143 papers

TitleStatusHype
Overview of Scanner Invariant Representations—0
Learning Global and Local Features of Normal Brain Anatomy for Unsupervised Abnormality DetectionCode0
Identity-Preserving Realistic Talking Face Generation—0
Image Translation by Latent Union of Subspaces for Cross-Domain Plaque Detection—0
Data Consistent CT Reconstruction from Insufficient Data with Learned Prior Images—0
Medical Image Generation using Generative Adversarial Networks—0
Provable Convergence of Plug-and-Play Priors with MMSE denoisers—0
The Information & Mutual Information Ratio for Counting Image Features and Their MatchesCode0
A Generalized Kernel Risk Sensitive Loss for Robust Two-Dimensional Singular Value Decomposition—0
A Robust Matching Pursuit Algorithm Using Information Theoretic Learning—0
Training and Classification using a Restricted Boltzmann Machine on the D-Wave 2000Q—0
Lossy Event Compression based on Image-derived Quad Trees and Poisson Disk Sampling—0
LSHR-Net: a hardware-friendly solution for high-resolution computational imaging using a mixed-weights neural networkCode0
Self-Supervised Attention Learning for Depth and Ego-motion Estimation—0
Learning Sampling and Model-Based Signal Recovery for Compressed Sensing MRI—0
A Lightweight Solution of Industrial Computed Tomography with Convolutional Neural Network—0
The Role of Stem Noise in Visual Perception and Image Quality Measurement—0
Masked GANs for Unsupervised Depth and Pose Prediction with Scale Consistency—0
Feature-Driven Super-Resolution for Object Detection—0
Robust Image Reconstruction with Misaligned Structural InformationCode0
Interval Neural Networks as Instability Detectors for Image ReconstructionsCode0
Quantum Semantic Learning by Reverse Annealing an Adiabatic Quantum Computer—0
Interval Neural Networks: Uncertainty ScoresCode0
Vec2Face: Unveil Human Faces from their Blackbox Features in Face Recognition—0
A Novel Learnable Gradient Descent Type Algorithm for Non-convex Non-smooth Inverse Problems—0
Rainy screens: Collecting rainy datasets, indoors—0
1D Probabilistic Undersampling Pattern Optimization for MR Image ReconstructionCode0
Time of arrival imaging: The proof of concept for a novel medical imaging modality—0
Momentum-Net for Low-Dose CT Image Reconstruction—0
Boosting the Performance of Plug-and-Play Priors via Denoiser Scaling—0
Improving Robustness of Deep-Learning-Based Image Reconstruction—0
Deep Learning for Biomedical Image Reconstruction: A Survey—0
Co-VeGAN: Complex-Valued Generative Adversarial Network for Compressive Sensing MR Image Reconstruction—0
Utilizing the Wavelet Transform's Structure in Compressed Sensing—0
Convolutional Framework for Accelerated Magnetic Resonance ImagingCode0
Finite Hilbert Transform in Weighted L2 Spaces—0
Fast reconstruction of atomic-scale STEM-EELS images from sparse samplingCode0
Novelty Detection via Non-Adversarial Generative Network—0
Reconstructing Natural Scenes from fMRI Patterns using BigBiGAN—0
Image Embedded Segmentation: Uniting Supervised and Unsupervised Objectives for Segmenting Histopathological Images—0
Medical image reconstruction with image-adaptive priors learned by use of generative adversarial networks—0
Motion Recovery from Radon Transformed Image Using Neural Networks—0
Image Translation by Latent Union of Subspaces for Cross-Domain Plaque Segmentation—0
A Two-step-training Deep Learning Framework for Real-time Computational Imaging without Physics Priors—0
Towards Coding for Human and Machine Vision: A Scalable Image Coding Approach—0
Limited Angle Tomography for Transmission X-Ray Microscopy Using Deep Learning—0
A kernel Principal Component Analysis (kPCA) digest with a new backward mapping (pre-image reconstruction) strategy—0
Advancing machine learning for MR image reconstruction with an open competition: Overview of the 2019 fastMRI challenge—0
ODE-based Deep Network for MRI Reconstruction—0
FHDR: HDR Image Reconstruction from a Single LDR Image using Feedback NetworkCode0
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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