SOTAVerified

Image Reconstruction

Papers

Showing 15511600 of 2143 papers

TitleStatusHype
Memory-efficient Learning for High-Dimensional MRI Reconstruction0
Meshed Up: Learnt Error Correction in 3D Reconstructions0
MetaInv-Net: Meta Inversion Network for Sparse View CT Image Reconstruction0
Metal Artifact Reduction in 2D CT Images with Self-supervised Cross-domain Learning0
Meta-Learning Enabled Score-Based Generative Model for 1.5T-Like Image Reconstruction from 0.5T MRI0
Inter and Intra Prior Learning-based Hyperspectral Image Reconstruction Using Snapshot SWIR Metasurface0
MetaWriter: Personalized Handwritten Text Recognition Using Meta-Learned Prompt Tuning0
MGIC: A Multi-Label Gradient Inversion Attack based on Canny Edge Detection on Federated Learning0
MIMIC: Mask Image Pre-training with Mix Contrastive Fine-tuning for Facial Expression Recognition0
MindDiffuser: Controlled Image Reconstruction from Human Brain Activity with Semantic and Structural Diffusion0
MindTuner: Cross-Subject Visual Decoding with Visual Fingerprint and Semantic Correction0
MIP: CLIP-based Image Reconstruction from PEFT Gradients0
Mip-NeRF 360: Unbounded Anti-Aliased Neural Radiance Fields0
MIRAM: Masked Image Reconstruction Across Multiple Scales for Breast Lesion Risk Prediction0
MIRT: a simultaneous reconstruction and affine motion compensation technique for four dimensional computed tomography (4DCT)0
MISO: Mutual Information Loss with Stochastic Style Representations for Multimodal Image-to-Image Translation0
MIST: Multiple Instance Spatial Transformer Networks0
Multi-domain Integrative Swin Transformer network for Sparse-View Tomographic Reconstruction0
Mitigating Current Variation in Particle Beam Microscopy0
Mitigating Data Consistency Induced Discrepancy in Cascaded Diffusion Models for Sparse-view CT Reconstruction0
MITNet: GAN Enhanced Magnetic Induction Tomography Based on Complex CNN0
Mix-up Self-Supervised Learning for Contrast-agnostic Applications0
MLIM: Vision-and-Language Model Pre-training with Masked Language and Image Modeling0
MMV-Net: A Multiple Measurement Vector Network for Multi-frequency Electrical Impedance Tomography0
Model Adaptation for Image Reconstruction using Generalized Stein's Unbiased Risk Estimator0
Model Adaptation for Inverse Problems in Imaging0
Model-based Deep Medical Imaging: the roadmap of generalizing iterative reconstruction model using deep learning0
Model-Based Image Signal Processors via Learnable Dictionaries0
Model Based Iterative Reconstruction With Spatially Adaptive Sinogram Weights for Wide-Cone Cardiac CT0
Model-Based Photoacoustic Image Reconstruction using Compressed Sensing and Smoothed L0 Norm0
Model-based Reconstruction for Enhanced X-ray CT of Tri-structural Isotropic (TRISO) Particles0
Model-based Reconstruction for Single Particle Cryo-Electron Microscopy0
Model-based Reconstruction with Learning: From Unsupervised to Supervised and Beyond0
Model-driven CT reconstruction algorithm for nano-resolution X-ray phase contrast imaging0
Model-Driven Deep Neural Network for Enhanced AoA Estimation Using 5G gNB0
Modeling Magnetic Particle Imaging for Dynamic Tracer Distributions0
Modeling uncertainty for Gaussian Splatting0
Model Learning: Primal Dual Networks for Fast MR imaging0
Model reduction in acoustic inversion by artificial neural network0
Momentum-Net: Fast and convergent iterative neural network for inverse problems0
Momentum-Net for Low-Dose CT Image Reconstruction0
Monitoring of Hermit Crabs Using drone-captured imagery and Deep Learning based Super-Resolution Reconstruction and Improved YOLOv80
Monitoring of Pigmented Skin Lesions Using 3D Whole Body Imaging0
Morphological Sampling Theorem and its Extension to Grey-value Images0
MOSAIC: Masked Optimisation with Selective Attention for Image Reconstruction0
Motion-compensated cardiac MRI using low-rank diffeomorphic flow (DMoCo)0
Motion Estimated-Compensated Reconstruction with Preserved-Features in Free-Breathing Cardiac MRI0
Motion-Informed Deep Learning for Brain MR Image Reconstruction Framework0
Motion Recovery from Radon Transformed Image Using Neural Networks0
MPSI: Mamba enhancement model for pixel-wise sequential interaction Image Super-Resolution0
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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