| Improving Language Model Negotiation with Self-Play and In-Context Learning from AI Feedback | May 17, 2023 | In-Context LearningLanguage Modeling | CodeCode Available | 2 |
| Rolling Shutter Correction with Intermediate Distortion Flow Estimation | Apr 9, 2024 | Rolling Shutter Correction | CodeCode Available | 1 |
| UniINR: Event-guided Unified Rolling Shutter Correction, Deblurring, and Interpolation | May 24, 2023 | DeblurringImage Restoration | CodeCode Available | 1 |
| A Comparative Study of Deep Learning and Iterative Algorithms for Joint Channel Estimation and Signal Detection in OFDM Systems | Mar 7, 2023 | Rolling Shutter Correction | CodeCode Available | 1 |
| Joint Appearance and Motion Learning for Efficient Rolling Shutter Correction | Jan 1, 2023 | Data AugmentationDecoder | CodeCode Available | 1 |
| Deep Homography Mixture for Single Image Rolling Shutter Correction | Jan 1, 2023 | Rolling Shutter Correction | CodeCode Available | 1 |
| ShadowDiffusion: When Degradation Prior Meets Diffusion Model for Shadow Removal | Dec 9, 2022 | Image GenerationImage Restoration | CodeCode Available | 1 |
| Learning Detail-Structure Alternative Optimization for Blind Super-Resolution | Dec 3, 2022 | Blind Super-ResolutionImage Super-Resolution | CodeCode Available | 1 |
| pyGSL: A Graph Structure Learning Toolkit | Nov 7, 2022 | GPUGraph Learning | CodeCode Available | 1 |
| Galaxy Image Deconvolution for Weak Gravitational Lensing with Unrolled Plug-and-Play ADMM | Nov 3, 2022 | DenoisingImage Deconvolution | CodeCode Available | 1 |
| T2LR-Net: An unrolling network learning transformed tensor low-rank prior for dynamic MR image reconstruction | Sep 8, 2022 | Image ReconstructionMRI Reconstruction | CodeCode Available | 1 |
| RU-Net: Regularized Unrolling Network for Scene Graph Generation | May 3, 2022 | DenoisingDiversity | CodeCode Available | 1 |
| Learning Adaptive Warping for Real-World Rolling Shutter Correction | Apr 29, 2022 | Rolling Shutter Correction | CodeCode Available | 1 |
| No Pain, Big Gain: Classify Dynamic Point Cloud Sequences with Static Models by Fitting Feature-level Space-time Surfaces | Mar 21, 2022 | 3D Action RecognitionPoint Cloud Classification | CodeCode Available | 1 |
| Coordinated Sum-Rate Maximization in Multicell MU-MIMO with Deep Unrolling | Feb 21, 2022 | Rolling Shutter Correction | CodeCode Available | 1 |
| Gaussian Kernel Mixture Network for Single Image Defocus Deblurring | Oct 31, 2021 | Computational EfficiencyDeblurring | CodeCode Available | 1 |
| Hyperparameter Tuning is All You Need for LISTA | Oct 29, 2021 | AllRolling Shutter Correction | CodeCode Available | 1 |
| Photon Limited Non-Blind Deblurring Using Algorithm Unrolling | Oct 28, 2021 | AstronomyDeblurring | CodeCode Available | 1 |
| Adaptive Unfolding Total Variation Network for Low-Light Image Enhancement | Oct 3, 2021 | DenoisingImage Enhancement | CodeCode Available | 1 |
| Unrolling SGD: Understanding Factors Influencing Machine Unlearning | Sep 27, 2021 | Machine UnlearningRolling Shutter Correction | CodeCode Available | 1 |
| SUNet: Symmetric Undistortion Network for Rolling Shutter Correction | Aug 10, 2021 | DecoderRolling Shutter Correction | CodeCode Available | 1 |
| Adversarial Regularization as Stackelberg Game: An Unrolled Optimization Approach | Apr 11, 2021 | Machine TranslationNatural Language Understanding | CodeCode Available | 1 |
| Towards Rolling Shutter Correction and Deblurring in Dynamic Scenes | Apr 4, 2021 | DeblurringRolling Shutter Correction | CodeCode Available | 1 |
| Deep Manifold Learning for Dynamic MR Imaging | Mar 9, 2021 | compressed sensingImage Reconstruction | CodeCode Available | 1 |
| LADMM-Net: An Unrolled Deep Network For Spectral Image Fusion From Compressive Data | Mar 1, 2021 | Rolling Shutter Correction | CodeCode Available | 1 |
| HYDRA: Hypergradient Data Relevance Analysis for Interpreting Deep Neural Networks | Feb 4, 2021 | Rolling Shutter Correction | CodeCode Available | 1 |
| Retinex-inspired Unrolling with Cooperative Prior Architecture Search for Low-light Image Enhancement | Dec 10, 2020 | Image EnhancementLow-Light Image Enhancement | CodeCode Available | 1 |
| IMU-Assisted Learning of Single-View Rolling Shutter Correction | Nov 5, 2020 | Pose PredictionRolling Shutter Correction | CodeCode Available | 1 |
| Delta-STN: Efficient Bilevel Optimization for Neural Networks using Structured Response Jacobians | Oct 26, 2020 | Bilevel OptimizationHyperparameter Optimization | CodeCode Available | 1 |
| Training Stronger Baselines for Learning to Optimize | Oct 18, 2020 | Imitation LearningRolling Shutter Correction | CodeCode Available | 1 |
| Bi-level Score Matching for Learning Energy-based Latent Variable Models | Oct 15, 2020 | Rolling Shutter CorrectionStochastic Optimization | CodeCode Available | 1 |
| Neural Network-based Reconstruction in Compressed Sensing MRI Without Fully-sampled Training Data | Jul 29, 2020 | compressed sensingRolling Shutter Correction | CodeCode Available | 1 |
| Deep Shutter Unrolling Network | Jun 1, 2020 | DecoderMotion Estimation | CodeCode Available | 1 |
| Rolling-Unrolling LSTMs for Action Anticipation from First-Person Video | May 4, 2020 | Action AnticipationAction Recognition | CodeCode Available | 1 |
| Orthogonal Over-Parameterized Training | Apr 9, 2020 | DiversityInductive Bias | CodeCode Available | 1 |
| Algorithm Unrolling: Interpretable, Efficient Deep Learning for Signal and Image Processing | Dec 22, 2019 | Rolling Shutter Correction | CodeCode Available | 1 |
| Unrolling Ternary Neural Networks | Sep 9, 2019 | Rolling Shutter Correction | CodeCode Available | 1 |
| Spike-Train Level Backpropagation for Training Deep Recurrent Spiking Neural Networks | Aug 18, 2019 | Rolling Shutter Correction | CodeCode Available | 1 |
| What Would You Expect? Anticipating Egocentric Actions with Rolling-Unrolling LSTMs and Modality Attention | May 22, 2019 | Action AnticipationAction Recognition | CodeCode Available | 1 |
| StableMotion: Repurposing Diffusion-Based Image Priors for Motion Estimation | May 10, 2025 | Motion EstimationRolling Shutter Correction | —Unverified | 0 |
| SelfDRSC++: Self-Supervised Learning for Dual Reversed Rolling Shutter Correction | Aug 21, 2024 | distortion correctionRolling Shutter Correction | CodeCode Available | 0 |
| EVS-assisted Joint Deblurring Rolling-Shutter Correction and Video Frame Interpolation through Sensor Inverse Modeling | Jan 1, 2024 | DeblurringEvent-based vision | —Unverified | 0 |
| Stochastic Unrolled Federated Learning | May 24, 2023 | Federated LearningGraph Neural Network | CodeCode Available | 0 |
| Basis Pursuit Denoising via Recurrent Neural Network Applied to Super-resolving SAR Tomography | May 23, 2023 | Computational EfficiencyDenoising | —Unverified | 0 |
| Neural Image Re-Exposure | May 23, 2023 | DeblurringDecoder | CodeCode Available | 0 |
| A Compound Gaussian Least Squares Algorithm and Unrolled Network for Linear Inverse Problems | May 18, 2023 | Compressive SensingImage Reconstruction | CodeCode Available | 0 |
| Towards Nonlinear-Motion-Aware and Occlusion-Robust Rolling Shutter Correction | Mar 31, 2023 | Rolling Shutter Correction | CodeCode Available | 0 |
| SMUG: Towards robust MRI reconstruction by smoothed unrolling | Mar 14, 2023 | Adversarial Defenseimage-classification | CodeCode Available | 0 |
| Hyperspectral Compressive Wavefront Sensing | Mar 6, 2023 | compressed sensingRolling Shutter Correction | —Unverified | 0 |
| Closed-Loop Transcription via Convolutional Sparse Coding | Feb 18, 2023 | Rolling Shutter Correction | —Unverified | 0 |
