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Image Reconstruction

Papers

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Showing 1301–1350 of 2143 papers

TitleStatusHype
SyCoCa: Symmetrizing Contrastive Captioners with Attentive Masking for Multimodal Alignment—0
Synthesis of High-Quality Visible Faces from Polarimetric Thermal Faces using Generative Adversarial Networks—0
Synthesizing CT from Ultrashort Echo-Time MR Images via Convolutional Neural Networks—0
Tackling the Problem of Distributional Shifts: Correcting Misspecified, High-Dimensional Data-Driven Priors for Inverse Problems—0
Take What You Need: Flexible Multi-Task Semantic Communications with Channel Adaptation—0
Task adapted reconstruction for inverse problems—0
Task-based Generation of Optimized Projection Sets using Differentiable Ranking—0
Task-Based Optimization of Computed Tomography Imaging Systems—0
Task Conditioned Stochastic Subsampling—0
Tattoo tomography: Freehand 3D photoacoustic image reconstruction with an optical pattern—0
Co-learning Single-Step Diffusion Upsampler and Downsampler with Two Discriminators and Distillation—0
Technical Note: An Efficient Implementation of the Spherical Radon Transform with Cylindrical Apertures—0
TELET: A Monotonic Algorithm to Design Large Dimensional Equiangular Tight Frames for Applications in Compressed Sensing—0
Tell Me What You See: Text-Guided Real-World Image Denoising—0
Temperature-Based Deep Boltzmann Machines—0
Temporal Feature Fusion with Sampling Pattern Optimization for Multi-echo Gradient Echo Acquisition and Image Reconstruction—0
Tensor Based Second Order Variational Model for Image Reconstruction—0
Test-Time Training on Video Streams—0
Text detection and recognition based on a lensless imaging system—0
Text-to-image Editing by Image Information Removal—0
Texture-guided Coding for Deep Features—0
Texture Hallucination for Large-Factor Painting Super-Resolution—0
TextureWGAN: Texture Preserving WGAN with MLE Regularizer for Inverse Problems—0
The Dependence of Parallel Imaging with Linear Predictability on the Undersampling Direction—0
The model is the message: Lightweight convolutional autoencoders applied to noisy imaging data for planetary science and astrobiology—0
The MRI Scanner as a Diagnostic: Image-less Active Sampling—0
The object detection method aids in image reconstruction evaluation and clinical interpretation of meniscal abnormalities—0
The Power of Complementary Regularizers: Image Recovery via Transform Learning and Low-Rank Modeling—0
The Property of Frequency Shift in 2D-FRFT Domain with Application to Image Encryption—0
The pursuit of beauty: Converting image labels to meaningful vectors—0
The R2D2 Deep Neural Network Series for Scalable Non-Cartesian Magnetic Resonance Imaging—0
The R2D2 deep neural network series paradigm for fast precision imaging in radio astronomy—0
The Role of Stem Noise in Visual Perception and Image Quality Measurement—0
The Sparse Reverse of Principal Component Analysis for Fast Low-Rank Matrix Completion—0
The two-dimensional Gabor function adapted to natural image statistics: A model of simple-cell receptive fields and sparse structure in images—0
Three-Dimensional Photoacoustic Tomography using Delay Multiply and Sum Beamforming Algorithm—0
Time of arrival imaging: The proof of concept for a novel medical imaging modality—0
TomoGRAF: A Robust and Generalizable Reconstruction Network for Single-View Computed Tomography—0
Tomographic Foundation Model -- FORCE: Flow-Oriented Reconstruction Conditioning Engine—0
Tomographic Image Reconstruction using Training images—0
Toward a Thinking Microscope: Deep Learning in Optical Microscopy and Image Reconstruction—0
Towards a robust R2D2 paradigm for radio-interferometric imaging: revisiting DNN training and architecture—0
Toward Scalable Image Feature Compression: A Content-Adaptive and Diffusion-Based Approach—0
Towards Coding for Human and Machine Vision: A Scalable Image Coding Approach—0
Towards Consistent and Controllable Image Synthesis for Face Editing—0
Towards Fast and Light-Weight Restoration of Dark Images—0
Towards Head Computed Tomography Image Reconstruction Standardization with Deep Learning Assisted Automatic Detection—0
Inducing Hierarchical Compositional Model by Sparsifying Generator Network—0
Towards Large-scale Single-shot Millimeter-wave Imaging for Low-cost Security Inspection—0
Towards Lensless Image Deblurring with Prior-Embedded Implicit Neural Representations in the Low-Data Regime—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