conftrace_

inverse problem

240 papers

Explore in graph

Co-occurring keywords

image reconstruction (671) image restoration (1517) diffusion model (3751) generative model (2892) computed tomography (119) bayesian inference (1907) posterior sampling (152) unsupervised learning (3264) partial differential equation (222) image denoising (372)

Papers

A Simple Framework for 3D Lensless Imaging With Programmable Masks ICCV 2021
Lucas-Kanade Reloaded: End-to-End Super-Resolution From Raw Image Bursts ICCV 2021
Physics-Based Differentiable Depth Sensor Simulation ICCV 2021
Efficient Differentiable Simulation of Articulated Bodies ICML 2021
Neural Empirical Bayes: Source Distribution Estimation and its Applications to Simulation-Based Inference AISTATS 2021
Variational Inference for Computational Imaging Inverse Problems JMLR 2020
Invertible generative models for inverse problems: mitigating representation error and dataset bias ICML 2020
Image-Adaptive GAN Based Reconstruction AAAI 2020
Two Birds with One Stone: Investigating Invertible Neural Networks for Inverse Problems in Morphology AAAI 2020
When to Use Convolutional Neural Networks for Inverse Problems CVPR 2020
Correspondence-Free Material Reconstruction using Sparse Surface Constraints CVPR 2020
Sensor Placement for Spatial Gaussian Processes with Integral Observations UAI 2020
Compressive sensing with un-trained neural networks: Gradient descent finds a smooth approximation ICML 2020
Tuning-free Plug-and-Play Proximal Algorithm for Inverse Imaging Problems ICML 2020
Deep Non-Line-of-Sight Reconstruction CVPR 2020
Learning the Geometry of Wave-Based Imaging NIPS 2020
Inverse Active Sensing: Modeling and Understanding Timely Decision-Making ICML 2020
Scalable Differentiable Physics for Learning and Control ICML 2020
Improving Robustness of Deep-Learning-Based Image Reconstruction ICML 2020
Optimization Learning: Perspective, Method, and Applications IJCAI 2020
Total Deep Variation for Linear Inverse Problems CVPR 2020
Explorable Super Resolution CVPR 2020
Minimax Estimation of Conditional Moment Models NIPS 2020
Benchmarking Deep Inverse Models over time, and the Neural-Adjoint method NIPS 2020
Analysis of Feature Visibility in Non-Line-Of-Sight Measurements CVPR 2019