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Image Reconstruction

Papers

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Showing 851–900 of 2143 papers

TitleStatusHype
Learning Representations for Clustering via Partial Information Discrimination and Cross-Level InteractionCode0
Weighted Spectral Filters for Kernel Interpolation on Spheres: Estimates of Prediction Accuracy for Noisy Data—0
MIMIC: Mask Image Pre-training with Mix Contrastive Fine-tuning for Facial Expression Recognition—0
Efficient Parallel Algorithms for Inpainting-Based Representations of 4K Images -- Part I: Homogeneous Diffusion Inpainting—0
SyCoCa: Symmetrizing Contrastive Captioners with Attentive Masking for Multimodal Alignment—0
Mind Artist: Creating Artistic Snapshots with Human ThoughtCode0
Reconstruction-free Cascaded Adaptive Compressive Sensing—0
QUADify: Extracting Meshes with Pixel-level Details and Materials from Images—0
PaReNeRF: Toward Fast Large-scale Dynamic NeRF with Patch-based Reference—0
Leveraging Frame Affinity for sRGB-to-RAW Video De-rendering—0
Generative Model-Driven Synthetic Training Image Generation: An Approach to Cognition in Rail Defect DetectionCode0
Learning from small data sets: Patch-based regularizers in inverse problems for image reconstruction—0
ReSynthDetect: A Fundus Anomaly Detection Network with Reconstruction and Synthetic Features—0
High-Fidelity Diffusion-based Image Editing—0
Neural Born Series Operator for Biomedical Ultrasound Computed Tomography—0
SISMIK for brain MRI: Deep-learning-based motion estimation and model-based motion correction in k-space—0
Multi-task Learning To Improve Semantic Segmentation Of CBCT Scans Using Image Reconstruction—0
VectorTalker: SVG Talking Face Generation with Progressive Vectorisation—0
Robustness of Deep Learning for Accelerated MRI: Benefits of Diverse Training DataCode0
Towards Architecture-Agnostic Untrained Network Priors for Image Reconstruction with Frequency RegularizationCode0
Fast Sampling generative model for Ultrasound image reconstruction—0
Facial Image Reconstruction and its Influence to Face RecognitionCode0
Single PW takes a shortcut to compound PW in US imaging—0
Tell Me What You See: Text-Guided Real-World Image Denoising—0
Patient-Adaptive and Learned MRI Data Undersampling Using Neighborhood Clustering—0
EventAid: Benchmarking Event-aided Image/Video Enhancement Algorithms with Real-captured Hybrid Dataset—0
LMD: Faster Image Reconstruction with Latent Masking DiffusionCode0
Robust MRI Reconstruction by Smoothed Unrolling (SMUG)Code0
The AIRI plug-and-play algorithm for image reconstruction in radio-interferometry: variations and robustness—0
BARET : Balanced Attention based Real image Editing driven by Target-text Inversion—0
Direct Exoplanet Detection Using Deep Convolutional Image Reconstruction (ConStruct): A New Algorithm for Post-Processing High-Contrast Images—0
ReconU-Net: a direct PET image reconstruction using U-Net architecture with back projection-induced skip connection—0
Equivariant plug-and-play image reconstruction—0
Instant Uncertainty Calibration of NeRFs Using a Meta-CalibratorCode0
Few-shot Shape Recognition by Learning Deep Shape-aware Features—0
CT Reconstruction using Diffusion Posterior Sampling conditioned on a Nonlinear Measurement Model—0
Spectral-wise Implicit Neural Representation for Hyperspectral Image Reconstruction—0
Domain Adaptive Imitation Learning with Visual Observation—0
Adaptive Correspondence Scoring for Unsupervised Medical Image Registration—0
Few-shot Image Generation via Style Adaptation and Content Preservation—0
Anatomy and Physiology of Artificial Intelligence in PET Imaging—0
Deep Regularized Compound Gaussian Network for Solving Linear Inverse ProblemsCode0
Joint Diffusion: Mutual Consistency-Driven Diffusion Model for PET-MRI Co-Reconstruction—0
Investigating the use of publicly available natural videos to learn Dynamic MR image reconstructionCode0
Attribute-Aware Deep Hashing with Self-Consistency for Large-Scale Fine-Grained Image RetrievalCode0
Masked Autoencoders Are Robust Neural Architecture Search Learners—0
Enhancing Low-dose CT Image Reconstruction by Integrating Supervised and Unsupervised Learning—0
A Relay System for Semantic Image Transmission based on Shared Feature Extraction and Hyperprior Entropy Compression—0
On the Quantification of Image Reconstruction Uncertainty without Training Data—0
DMV3D: Denoising Multi-View Diffusion using 3D Large Reconstruction Model—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