2025
Flash-Split: 2D Reflection Removal with Flash Cues and Latent Diffusion Separation.
CoRR, January, 2025
2024
A Scalable Training Strategy for Blind Multi-Distribution Noise Removal.
IEEE Trans. Image Process., 2024
Repurposing Pre-trained Video Diffusion Models for Event-based Video Interpolation.
CoRR, 2024
CodedVO: Coded Visual Odometry.
CoRR, 2024
Event3DGS: Event-Based 3D Gaussian Splatting for High-Speed Robot Egomotion.
CoRR, 2024
Z-Splat: Z-Axis Gaussian Splatting for Camera-Sonar Fusion.
CoRR, 2024
TimeRewind: Rewinding Time with Image-and-Events Video Diffusion.
CoRR, 2024
Adaptive LPD Radar Waveform Design with Generative Deep Learning.
CoRR, 2024
Hyper-Diffusion: Estimating Epistemic and Aleatoric Uncertainty with a Single Model.
CoRR, 2024
AONeuS: A Neural Rendering Framework for Acoustic-Optical Sensor Fusion.
Proceedings of the ACM SIGGRAPH 2024 Conference Papers, 2024
Temporally Consistent Atmospheric Turbulence Mitigation with Neural Representations.
Proceedings of the Advances in Neural Information Processing Systems 38: Annual Conference on Neural Information Processing Systems 2024, 2024
Bagged Deep Image Prior for Recovering Images in the Presence of Speckle Noise.
Proceedings of the Forty-first International Conference on Machine Learning, 2024
Flash-Splat: 3D Reflection Removal with Flash Cues and Gaussian Splats.
Proceedings of the Computer Vision - ECCV 2024, 2024
WaveMo: Learning Wavefront Modulations to See Through Scattering.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024
CodedEvents: Optimal Point-Spread-Function Engineering for 3D-Tracking with Event Cameras.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024
Seeing the World through Your Eyes.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024
2023
ConVRT: Consistent Video Restoration Through Turbulence with Test-time Optimization of Neural Video Representations.
CoRR, 2023
Snapshot High Dynamic Range Imaging with a Polarization Camera.
CoRR, 2023
SUD<sup>2</sup>: Supervision by Denoising Diffusion Models for Image Reconstruction.
CoRR, 2023
TiDy-PSFs: Computational Imaging with Time-Averaged Dynamic Point-Spread-Functions.
Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023
Adaptive LPD Radar Waveform Design with Generative Adversarial Neural Networks.
Proceedings of the 57th Asilomar Conference on Signals, Systems, and Computers, ACSSC 2023, Pacific Grove, CA, USA, October 29, 2023
2022
Denoising Generalized Expectation-Consistent Approximation for MR Image Recovery.
IEEE J. Sel. Areas Inf. Theory, September, 2022
TurbuGAN: An Adversarial Learning Approach to Spatially-Varying Multiframe Blind Deconvolution With Applications to Imaging Through Turbulence.
IEEE J. Sel. Areas Inf. Theory, September, 2022
Weakly-Supervised Semantic Segmentation of Ships Using Thermal Imagery.
CoRR, 2022
MetaDIP: Accelerating Deep Image Prior with Meta Learning.
CoRR, 2022
Denoising Generalized Expectation-Consistent Approximation for MRI Image Recovery.
CoRR, 2022
Expectation Consistent Plug-and-Play for MRI.
Proceedings of the IEEE International Conference on Acoustics, 2022
Transformers for Robust Radar Waveform Classification.
Proceedings of the 56th Asilomar Conference on Signals, Systems, and Computers, ACSSC 2022, Pacific Grove, CA, USA, October 31, 2022
Imaging Through Turbulence with GANs.
Proceedings of the 56th Asilomar Conference on Signals, Systems, and Computers, ACSSC 2022, Pacific Grove, CA, USA, October 31, 2022
2021
Keyhole Imaging: Non-Line-of-Sight Imaging and Tracking of Moving Objects Along a Single Optical Path.
IEEE Trans. Computational Imaging, 2021
Depth from Defocus with Learned Optics for Imaging and Occlusion-aware Depth Estimation.
Proceedings of the IEEE International Conference on Computational Photography, 2021
D-VDAMP: Denoising-Based Approximate Message Passing for Compressive MRI.
Proceedings of the IEEE International Conference on Acoustics, 2021
Deep S<sup>3</sup>PR: Simultaneous Source Separation and Phase Retrieval Using Deep Generative Models.
Proceedings of the IEEE International Conference on Acoustics, 2021
Suremap: Predicting Uncertainty in Cnn-Based Image Reconstructions Using Stein's Unbiased Risk Estimate.
Proceedings of the IEEE International Conference on Acoustics, 2021
2020
Inverse Scattering via Transmission Matrices: Broadband Illumination and Fast Phase Retrieval Algorithms.
IEEE Trans. Computational Imaging, 2020
Deep Learning Techniques for Inverse Problems in Imaging.
IEEE J. Sel. Areas Inf. Theory, 2020
SUREMap: Predicting Uncertainty in CNN-based Image Reconstruction Using Stein's Unbiased Risk Estimate.
CoRR, 2020
Disambiguating Monocular Depth Estimation with a Single Transient.
Proceedings of the Computer Vision - ECCV 2020, 2020
Deep Optics for Single-Shot High-Dynamic-Range Imaging.
Proceedings of the 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2020
Deep Optics: Learning Cameras and Optical Computing Systems.
Proceedings of the 54th Asilomar Conference on Signals, Systems, and Computers, 2020
2019
Keyhole Imaging: Non-Line-of-Sight Imaging and Tracking of Moving Objects Along a Single Optical Path at Long Standoff Distances.
CoRR, 2019
2018
Unsupervised Learning with Stein's Unbiased Risk Estimator.
CoRR, 2018
prDeep: Robust Phase Retrieval with Flexible Deep Neural Networks.
CoRR, 2018
prDeep: Robust Phase Retrieval with a Flexible Deep Network.
Proceedings of the 35th International Conference on Machine Learning, 2018
An Expectation-Maximization Approach to Tuning Generalized Vector Approximate Message Passing.
Proceedings of the Latent Variable Analysis and Signal Separation, 2018
2017
Learned D-AMP: A Principled CNN-based Compressive Image Recovery Algorithm.
CoRR, 2017
Learned D-AMP: Principled Neural Network based Compressive Image Recovery.
Proceedings of the Advances in Neural Information Processing Systems 30: Annual Conference on Neural Information Processing Systems 2017, 2017
Coherent inverse scattering via transmission matrices: Efficient phase retrieval algorithms and a public dataset.
Proceedings of the 2017 IEEE International Conference on Computational Photography, 2017
2016
From Denoising to Compressed Sensing.
IEEE Trans. Inf. Theory, 2016
BM3D-PRGAMP: Compressive phase retrieval based on BM3D denoising.
Proceedings of the 2016 IEEE International Conference on Multimedia & Expo Workshops, 2016
2015
BM3D-AMP: A new image recovery algorithm based on BM3D denoising.
Proceedings of the 2015 IEEE International Conference on Image Processing, 2015
Dynamic model generation for application of compressed sensing to cryo-electron tomography reconstruction.
Proceedings of the IEEE Signal Processing and Signal Processing Education Workshop, 2015
Iterative reconstruction from limited angle, limited view projections for cryo-electron tomography.
Proceedings of the 49th Asilomar Conference on Signals, Systems and Computers, 2015