image reconstruction

Unsupervised Representation Learning from Pre-trained Diffusion Probabilistic Models NeurIPS 2022 Vector-Valued Least-Squares Regression under Output Regularity Assumptions JMLR 2022 Vision Transformers Enable Fast and Robust Accelerated MRI MIDL 2022 VORTEX: Physics-Driven Data Augmentations Using Consistency Training for Robust Accelerated MRI Reconstruction MIDL 2022 Warmstart Approach for Accelerating Deep Image Prior Reconstruction in Dynamic Tomography MIDL 2022 3D Human Texture Estimation From a Single Image With Transformers ICCV 2021 Active Deep Probabilistic Subsampling ICML 2021 A Simple Framework for 3D Lensless Imaging With Programmable Masks ICCV 2021 Back to Event Basics: Self-Supervised Learning of Image Reconstruction for Event Cameras via Photometric Constancy CVPR 2021 CodedStereo: Learned Phase Masks for Large Depth-of-Field Stereo CVPR 2021 Confluent Vessel Trees With Accurate Bifurcations CVPR 2021 Convex Regularization behind Neural Reconstruction ICLR 2021 Data augmentation for deep learning based accelerated MRI reconstruction with limited data ICML 2021 Deep Continuous Networks ICML 2021 Deep Poisoning: Towards Robust Image Data Sharing Against Visual Disclosure WACV 2021 Dense Deep Unfolding Network With 3D-CNN Prior for Snapshot Compressive Imaging ICCV 2021 Direct Inference of Cell Positions using Lens-Free Microscopy and Deep Learning MIDL 2021 Dual Contradistinctive Generative Autoencoder CVPR 2021 Dual-Octave Convolution for Accelerated Parallel MR Image Reconstruction AAAI 2021 EEC: Learning to Encode and Regenerate Images for Continual Learning ICLR 2021 Effective Snapshot Compressive-Spectral Imaging via Deep Denoising and Total Variation Priors CVPR 2021 Efficient and Differentiable Shadow Computation for Inverse Problems ICCV 2021 End-to-end reconstruction meets data-driven regularization for inverse problems NeurIPS 2021 EvDistill: Asynchronous Events To End-Task Learning via Bidirectional Reconstruction-Guided Cross-Modal Knowledge Distillation CVPR 2021 Event-Based Synthetic Aperture Imaging With a Hybrid Network CVPR 2021