SOTAVerified

Rolling Shutter Correction

Rolling Shutter Correction

Papers

Recently AddedMost HypedMost ActiveNeeds VerificationMost Verified

Showing 101–150 of 216 papers

TitleStatusHype
Improved Model based Deep Learning using Monotone Operator Learning (MOL)—0
Deep Image Prior using Stein's Unbiased Risk Estimator: SURE-DIP—0
On Training Implicit ModelsCode0
Robust lEarned Shrinkage-Thresholding (REST): Robust unrolling for sparse recover—0
Stochastic Primal-Dual Deep Unrolling—0
Photon-Limited Deblurring using Algorithm Unrolling—0
Learning Structured Sparse Matrices for Signal Recovery via Unrolled Optimization—0
Unrolled Variational Bayesian Algorithm for Image Blind DeconvolutionCode0
Unrolling Particles: Unsupervised Learning of Sampling DistributionsCode0
An Optimization-Based Meta-Learning Model for MRI Reconstruction with Diverse Dataset—0
Scalable Sinkhorn Backpropagation—0
Provable Learning-based Algorithm For Sparse Recovery—0
Deep Unrolled Recovery in Sparse Biological Imaging—0
SlowFast Rolling-Unrolling LSTMs for Action Anticipation in Egocentric Videos—0
Regularizing Instabilities in Image Reconstruction Arising from Learned Denoisers—0
Deep Algorithm Unrolling for Biomedical Imaging—0
Multimodal Unrolled Robust PCA for Background Foreground Separation—0
Unrolled Wirtinger Flow with Deep Decoding Priors for Phaseless Imaging—0
Consistent Depth of Moving Objects in Video—0
Decoding, Fast and Slow: A Case Study on Balancing Trade-Offs in Incremental, Character-level Pragmatic Reasoning—0
Joint Visual Semantic Reasoning: Multi-Stage Decoder for Text Recognition—0
Dynamic Proximal Unrolling Network for Compressive Imaging—0
Fixed points of nonnegative neural networksCode0
Graph Signal Restoration Using Nested Deep Algorithm Unrolling—0
Algorithm Unrolling for Massive Access via Deep Neural Network with Theoretical Guarantee—0
Understanding approximate and unrolled dictionary learning for pattern recoveryCode0
End-to-end reconstruction meets data-driven regularization for inverse problemsCode0
Stable and Interpretable Unrolled Dictionary LearningCode0
Robust partial Fourier reconstruction for diffusion-weighted imaging using a recurrent convolutional neural network—0
Deep learned SVT: Unrolling singular value thresholding to obtain better MSE—0
Two-Stage Stochastic Optimization via Primal-Dual Decomposition and Deep Unrolling—0
Feasibility-based Fixed Point NetworksCode0
A Design Space Study for LISTA and Beyond—0
Model-inspired Deep Learning for Light-Field Microscopy with Application to Neuron Localization—0
Deep Convolutional Sparse Coding Network for Pansharpening with Guidance of Side InformationCode0
Recurrent Localization Networks applied to the Lippmann-Schwinger EquationCode0
Multispectral Illumination Estimation Using Deep Unrolling Network—0
Differentiable Optimization of Generalized Nondecomposable Functions using Linear Programs—0
SEQUENCE-LEVEL FEATURES: HOW GRU AND LSTM CELLS CAPTURE N-GRAMS—0
Software Pipelining for Quantum Loop Programs—0
LEARN++: Recurrent Dual-Domain Reconstruction Network for Compressed Sensing CTCode0
Dual Geometric Graph Network (DG2N) -- Iterative network for deformable shape alignment—0
Cost Function Unrolling in Unsupervised Optical FlowCode0
Compiling Spiking Neural Networks to Mitigate Neuromorphic Hardware Constraints—0
FlowStep3D: Model Unrolling for Self-Supervised Scene Flow EstimationCode0
Sampling and Recovery of Graph Signals based on Graph Neural Networks—0
Hybrid Backpropagation Parallel Reservoir Networks—0
Improved Supervised Training of Physics-Guided Deep Learning Image Reconstruction with Multi-Masking—0
Unrolling of Deep Graph Total Variation for Image DenoisingCode0
A Deep-Unfolded Reference-Based RPCA Network For Video Foreground-Background Separation—0
Show:102550
← PrevPage 3 of 5Next →

Benchmark Results

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