SOTAVerified

Rolling Shutter Correction

Rolling Shutter Correction

Papers

Showing 151200 of 216 papers

TitleStatusHype
Unrolled Wirtinger Flow with Deep Decoding Priors for Phaseless Imaging0
Unrolling SVT to obtain computationally efficient SVT for n-qubit quantum state tomography0
Unrolling the Shutter: CNN to Correct Motion Distortions0
Using Deep Neural Networks for Estimating Loop Unrolling Factor0
Joint Visual Semantic Reasoning: Multi-Stage Decoder for Text Recognition0
Learned Collaborative Stereo Refinement0
Learned reconstructions for practical mask-based lensless imaging0
Learning-Assisted Algorithm Unrolling for Online Optimization with Budget Constraints0
Learning Implicit Generative Models by Teaching Explicit Ones0
Learning Structure-And-Motion-Aware Rolling Shutter Correction0
Learning Structured Sparse Matrices for Signal Recovery via Unrolled Optimization0
Gromov-Wasserstein Factorization Models for Graph ClusteringCode0
End-to-end reconstruction meets data-driven regularization for inverse problemsCode0
Gradient-Based Learning of Discrete Structured Measurement Operators for Signal RecoveryCode0
Reachability Analysis of Neural Network Control SystemsCode0
Learned Primal-dual ReconstructionCode0
Real-time Power System State Estimation and Forecasting via Deep Neural NetworksCode0
Learning a Compressed Sensing Measurement Matrix via Gradient UnrollingCode0
Generative Modeling for Small-Data Object DetectionCode0
Working memory inspired hierarchical video decomposition with transformative representationsCode0
Learning Deep MRI Reconstruction Models from Scratch in Low-Data RegimesCode0
Generating images with recurrent adversarial networksCode0
Stochastic Unrolled Federated LearningCode0
Fundamentals of Recurrent Neural Network (RNN) and Long Short-Term Memory (LSTM) NetworkCode0
Learning Powerful Policies by Using Consistent Dynamics ModelCode0
FlowStep3D: Model Unrolling for Self-Supervised Scene Flow EstimationCode0
Recurrent Localization Networks applied to the Lippmann-Schwinger EquationCode0
DEQ-MPI: A Deep Equilibrium Reconstruction with Learned Consistency for Magnetic Particle ImagingCode0
Deformable Part Models are Convolutional Neural NetworksCode0
DURRNet: Deep Unfolded Single Image Reflection Removal NetworkCode0
Learning with Nested Scene Modeling and Cooperative Architecture Search for Low-Light VisionCode0
LEARN++: Recurrent Dual-Domain Reconstruction Network for Compressed Sensing CTCode0
Unrolled Variational Bayesian Algorithm for Image Blind DeconvolutionCode0
Towards Nonlinear-Motion-Aware and Occlusion-Robust Rolling Shutter CorrectionCode0
Deep Global Generalized Gaussian NetworksCode0
Frank-Wolfe Network: An Interpretable Deep Structure for Non-Sparse CodingCode0
LWGNet: Learned Wirtinger Gradients for Fourier Ptychographic Phase RetrievalCode0
Variational Generative Stochastic Networks with Collaborative ShapingCode0
Do Neural Networks for Segmentation Understand Insideness?Code0
DMM-Net: Differentiable Mask-Matching Network for Video Object SegmentationCode0
A Bayesian Based Deep Unrolling Algorithm for Single-Photon Lidar SystemsCode0
Unrolling of Deep Graph Total Variation for Image DenoisingCode0
Model-Predictive Policy Learning with Uncertainty Regularization for Driving in Dense TrafficCode0
Unrolling Particles: Unsupervised Learning of Sampling DistributionsCode0
Multi-Channel Deep Networks for Block-Based Image Compressive SensingCode0
SelfDRSC++: Self-Supervised Learning for Dual Reversed Rolling Shutter CorrectionCode0
Continual Learning of Recurrent Neural Networks by Locally Aligning Distributed RepresentationsCode0
Neural Image Re-ExposureCode0
Understanding approximate and unrolled dictionary learning for pattern recoveryCode0
Fixed points of nonnegative neural networksCode0
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1DFRSC-3FramesAverage PSNR (dB)34.48Unverified
2QRSC-5FramesAverage PSNR (dB)33.5Unverified
3DFRSC-2FramesAverage PSNR (dB)33.39Unverified
4JAMNet-2FramesAverage PSNR (dB)32.93Unverified
5AdaRSC-3FramesAverage PSNR (dB)28.23Unverified
6SUNet-2FramesAverage PSNR (dB)27.76Unverified
7JCDAverage PSNR (dB)25.59Unverified
8DSUNAverage PSNR (dB)25.21Unverified