Christopher A. Metzler

87 papers A* 10A 2B 4Misc 8Journal 52Unranked 11
YearRankTypeTitle / Venue / Authors
2026 J jnl
Guidestar-Free Adaptive Optics with Asymmetric Apertures.
CoRR
Weiyun Jiang, Haiyun Guo, Christopher A. Metzler, Ashok Veeraraghavan
2026 J jnl
High-speed Imaging through Turbulence with Event-based Light Fields.
CoRR
Yu-Hsiang Huang, Levi Burner, Sachin Shah, Ziyuan Qu, Adithya Pediredla, Christopher A. Metzler
2025 — conf
A Scalable MVDR Beamforming Algorithm that is Linear in the number of Antennas.
IEEECONF
Sanjaya Herath, Armin Gerami, Kevin Wagner, Ramani Duraiswami, Christopher A. Metzler
2025 A conf
Acoustic Neural 3D Reconstruction Under Pose Drift.
IROS
Tianxiang Lin, Mohamad Qadri, Kevin Zhang, Adithya Pediredla, Christopher A. Metzler, Michael Kaess
2025 J jnl
Acoustic Neural 3D Reconstruction Under Pose Drift.
CoRR
Tianxiang Lin, Mohamad Qadri, Kevin Zhang, Adithya Pediredla, Christopher A. Metzler, Michael Kaess
2025 A* conf
Flash-Split: 2D Reflection Removal with Flash Cues and Latent Diffusion Separation.
CVPR
Tianfu Wang, Mingyang Xie, Haoming Cai, Sachin Shah, Christopher A. Metzler
2025 J jnl
Flash-Split: 2D Reflection Removal with Flash Cues and Latent Diffusion Separation.
CoRR
Tianfu Wang, Mingyang Xie, Haoming Cai, Sachin Shah, Christopher A. Metzler
2025 J jnl
Inverse Synthetic Aperture Fourier Ptychography.
CoRR
Matthew A. Chan, Casey J. Pellizzari, Christopher A. Metzler
2025 — conf
Monte-Carlo Based Efficient Image Reconstruction in Coherent Imaging With Speckle Noise.
ISBI
Xi Chen, Christopher A. Metzler, Arian Maleki, Shirin Jalali
2025 J jnl
Multilook Coherent Imaging: Theoretical Guarantees and Algorithms.
CoRR
Xi Chen, Soham Jana, Christopher A. Metzler, Arian Maleki, Shirin Jalali
2025 J jnl
Parametric Shadow Control for Portrait Generationin Text-to-Image Diffusion Models.
CoRR
Haoming Cai, Tsung-Wei Huang, Shiv Gehlot, Brandon Y. Feng, Sachin Shah, Guan-Ming Su, Christopher A. Metzler
2025 J jnl
Reconstructing Tornadoes in 3D with Gaussian Splatting.
CoRR
Adam Yang, Nadula Kadawedduwa, Tianfu Wang, Maria J. Molina, Christopher A. Metzler
2025 A* conf
Repurposing Pre-trained Video Diffusion Models for Event-based Video Interpolation.
CVPR
Jingxi Chen, Brandon Y. Feng, Haoming Cai, Tianfu Wang, Levi Burner, Dehao Yuan, Cornelia Fermüller, Christopher A. Metzler, Yiannis Aloimonos
2025 J jnl
Single-Step Latent Diffusion for Underwater Image Restoration.
CoRR
Jiayi Wu, Tianfu Wang, Md. Abu Bakr Siddique, Md Jahidul Islam, Cornelia Fermüller, Yiannis Aloimonos, Christopher A. Metzler
2025 J jnl
Supervision by Denoising.
IEEE Trans. Pattern Anal. Mach. Intell.
Sean I. Young, Adrian V. Dalca, Enzo Ferrante, Polina Golland, Christopher A. Metzler, Bruce Fischl, Juan Eugenio Iglesias
2025 J jnl
Z-Splat: Z-Axis Gaussian Splatting for Camera-Sonar Fusion.
IEEE Trans. Pattern Anal. Mach. Intell.
Ziyuan Qu, Omkar Vengurlekar, Mohamad Qadri, Kevin Zhang, Michael Kaess, Christopher A. Metzler, Suren Jayasuriya, Adithya Pediredla
2024 J jnl
A Scalable Training Strategy for Blind Multi-Distribution Noise Removal.
IEEE Trans. Image Process.
Kevin Zhang, Sakshum Kulshrestha, Christopher A. Metzler
2024 — conf
AONeuS: A Neural Rendering Framework for Acoustic-Optical Sensor Fusion.
SIGGRAPH (Conference Paper Track)
Mohamad Qadri, Kevin Zhang, Akshay Hinduja, Michael Kaess, Adithya Pediredla, Christopher A. Metzler
2024 J jnl
AONeuS: A Neural Rendering Framework for Acoustic-Optical Sensor Fusion.
CoRR
Mohamad Qadri, Kevin Zhang, Akshay Hinduja, Michael Kaess, Adithya Pediredla, Christopher A. Metzler
2024 J jnl
Adaptive LPD Radar Waveform Design with Generative Deep Learning.
CoRR
Matthew R. Ziemann, Christopher A. Metzler
2024 A* conf
Bagged Deep Image Prior for Recovering Images in the Presence of Speckle Noise.
ICML
Xi Chen, Zhewen Hou, Christopher A. Metzler, Arian Maleki, Shirin Jalali
2024 J jnl
Bagged Deep Image Prior for Recovering Images in the Presence of Speckle Noise.
CoRR
Xi Chen, Zhewen Hou, Christopher A. Metzler, Arian Maleki, Shirin Jalali
2024 A* conf
CodedEvents: Optimal Point-Spread-Function Engineering for 3D-Tracking with Event Cameras.
CVPR
Sachin Shah, Matthew A. Chan, Haoming Cai, Jingxi Chen, Sakshum Kulshrestha, Chahat Deep Singh, Yiannis Aloimonos, Christopher A. Metzler
2024 J jnl
CodedEvents: Optimal Point-Spread-Function Engineering for 3D-Tracking with Event Cameras.
CoRR
Sachin Shah, Matthew Albert Chan, Haoming Cai, Jingxi Chen, Sakshum Kulshrestha, Chahat Deep Singh, Yiannis Aloimonos, Christopher A. Metzler
2024 J jnl
CodedVO: Coded Visual Odometry.
CoRR
Sachin Shah, Naitri Rajyaguru, Chahat Deep Singh, Christopher A. Metzler, Yiannis Aloimonos
2024 Misc conf
Event3DGS: Event-Based 3D Gaussian Splatting for High-Speed Robot Egomotion.
CoRL
Tianyi Xiong, Jiayi Wu, Botao He, Cornelia Fermüller, Yiannis Aloimonos, Heng Huang, Christopher A. Metzler
2024 J jnl
Event3DGS: Event-Based 3D Gaussian Splatting for High-Speed Robot Egomotion.
CoRR
Tianyi Xiong, Jiayi Wu, Botao He, Cornelia Fermüller, Yiannis Aloimonos, Heng Huang, Christopher A. Metzler
2024 — conf
Flash-Splat: 3D Reflection Removal with Flash Cues and Gaussian Splats.
ECCV (82)
Mingyang Xie, Haoming Cai, Sachin Shah, Yiran Xu, Brandon Y. Feng, Jiabin Huang, Christopher A. Metzler
2024 J jnl
Flash-Splat: 3D Reflection Removal with Flash Cues and Gaussian Splats.
CoRR
Mingyang Xie, Haoming Cai, Sachin Shah, Yiran Xu, Brandon Y. Feng, Jia-Bin Huang, Christopher A. Metzler
2024 J jnl
Hyper-Diffusion: Estimating Epistemic and Aleatoric Uncertainty with a Single Model.
CoRR
Matthew A. Chan, Maria J. Molina, Christopher A. Metzler
2024 J jnl
Minimal perception: enabling autonomy in resource-constrained robots.
Frontiers Robotics AI
Chahat Deep Singh, Botao He, Cornelia Fermüller, Christopher A. Metzler, Yiannis Aloimonos
2024 J jnl
Repurposing Pre-trained Video Diffusion Models for Event-based Video Interpolation.
CoRR
Jingxi Chen, Brandon Y. Feng, Haoming Cai, Tianfu Wang, Levi Burner, Dehao Yuan, Cornelia Fermüller, Christopher A. Metzler, Yiannis Aloimonos
2024 A* conf
Seeing the World through Your Eyes.
CVPR
Hadi Alzayer, Kevin Zhang, Brandon Y. Feng, Christopher A. Metzler, Jia-Bin Huang
2024 A* conf
Temporally Consistent Atmospheric Turbulence Mitigation with Neural Representations.
NeurIPS
Haoming Cai, Jingxi Chen, Brandon Y. Feng, Weiyun Jiang, Mingyang Xie, Kevin Zhang, Cornelia Fermüller, Yiannis Aloimonos, Ashok Veeraraghavan, Christopher A. Metzler
2024 J jnl
TimeRewind: Rewinding Time with Image-and-Events Video Diffusion.
CoRR
Jingxi Chen, Brandon Y. Feng, Haoming Cai, Mingyang Xie, Christopher A. Metzler, Cornelia Fermüller, Yiannis Aloimonos
2024 A conf
VEMIC: View-aware Entropy model for Multi-view Image Compression.
BMVC
Susmija Jabbireddy, Davit Soselia, Max Ehrlich, Christopher A. Metzler, Amitabh Varshney
2024 A* conf
WaveMo: Learning Wavefront Modulations to See Through Scattering.
CVPR
Mingyang Xie, Haiyun Guo, Brandon Y. Feng, Lingbo Jin, Ashok Veeraraghavan, Christopher A. Metzler
2024 J jnl
WaveMo: Learning Wavefront Modulations to See Through Scattering.
CoRR
Mingyang Xie, Haiyun Guo, Brandon Y. Feng, Lingbo Jin, Ashok Veeraraghavan, Christopher A. Metzler
2024 J jnl
Z-Splat: Z-Axis Gaussian Splatting for Camera-Sonar Fusion.
CoRR
Ziyuan Qu, Omkar Vengurlekar, Mohamad Qadri, Kevin Zhang, Michael Kaess, Christopher A. Metzler, Suren Jayasuriya, Adithya Pediredla
2023 J jnl
A Scalable Training Strategy for Blind Multi-Distribution Noise Removal.
CoRR
Kevin Zhang, Sakshum Kulshrestha, Christopher A. Metzler
2023 Misc conf
Adaptive LPD Radar Waveform Design with Generative Adversarial Neural Networks.
ACSSC
Matthew R. Ziemann, Christopher A. Metzler
2023 J jnl
ConVRT: Consistent Video Restoration Through Turbulence with Test-time Optimization of Neural Video Representations.
CoRR
Haoming Cai, Jingxi Chen, Brandon Y. Feng, Weiyun Jiang, Mingyang Xie, Kevin Zhang, Ashok Veeraraghavan, Christopher A. Metzler
2023 J jnl
SUD
CoRR
Matthew A. Chan, Sean I. Young, Christopher A. Metzler
2023 J jnl
Seeing the World through Your Eyes.
CoRR
Hadi Alzayer, Kevin Zhang, Brandon Y. Feng, Christopher A. Metzler, Jia-Bin Huang
2023 J jnl
Snapshot High Dynamic Range Imaging with a Polarization Camera.
CoRR
Mingyang Xie, Matthew A. Chan, Christopher A. Metzler
2023 A* conf
TiDy-PSFs: Computational Imaging with Time-Averaged Dynamic Point-Spread-Functions.
ICCV
Sachin Shah, Sakshum Kulshrestha, Christopher A. Metzler
2023 J jnl
TiDy-PSFs: Computational Imaging with Time-Averaged Dynamic Point-Spread-Functions.
CoRR
Sachin Shah, Sakshum Kulshrestha, Christopher A. Metzler
2022 J jnl
Denoising Generalized Expectation-Consistent Approximation for MR Image Recovery.
IEEE J. Sel. Areas Inf. Theory
Saurav K. Shastri, Rizwan Ahmad, Christopher A. Metzler, Philip Schniter
2022 J jnl
Denoising Generalized Expectation-Consistent Approximation for MRI Image Recovery.
CoRR
Saurav K. Shastri, Rizwan Ahmad, Christopher A. Metzler, Philip Schniter
2022 Misc conf
Expectation Consistent Plug-and-Play for MRI.
ICASSP
Saurav K. Shastri, Rizwan Ahmad, Christopher A. Metzler, Philip Schniter
2022 J jnl
Expectation Consistent Plug-and-Play for MRI.
CoRR
Saurav K. Shastri, Rizwan Ahmad, Christopher A. Metzler, Philip Schniter
2022 — conf
Imaging Through Turbulence with GANs.
IEEECONF
Brandon Y. Feng, Mingyang Xie, Christopher A. Metzler
2022 J jnl
MetaDIP: Accelerating Deep Image Prior with Meta Learning.
CoRR
Kevin Zhang, Mingyang Xie, Maharshi Gor, Yi-Ting Chen, Yvonne Zhou, Christopher A. Metzler
2022 — conf
Transformers for Robust Radar Waveform Classification.
IEEECONF
Matthew R. Ziemann, Christopher A. Metzler
2022 J jnl
TurbuGAN: An Adversarial Learning Approach to Spatially-Varying Multiframe Blind Deconvolution With Applications to Imaging Through Turbulence.
IEEE J. Sel. Areas Inf. Theory
Brandon Y. Feng, Mingyang Xie, Christopher A. Metzler
2022 J jnl
TurbuGAN: An Adversarial Learning Approach to Spatially-Varying Multiframe Blind Deconvolution with Applications to Imaging Through Turbulence.
CoRR
Brandon Y. Feng, Mingyang Xie, Christopher A. Metzler
2022 J jnl
Weakly-Supervised Semantic Segmentation of Ships Using Thermal Imagery.
CoRR
Rushil Joshi, Ethan Adams, Matthew R. Ziemann, Christopher A. Metzler
2021 Misc conf
D-VDAMP: Denoising-Based Approximate Message Passing for Compressive MRI.
ICASSP
Christopher A. Metzler, Gordon Wetzstein
2021 Misc conf
Deep S
ICASSP
Christopher A. Metzler, Gordon Wetzstein
2021 B conf
Depth from Defocus with Learned Optics for Imaging and Occlusion-aware Depth Estimation.
ICCP
Hayato Ikoma, Cindy M. Nguyen, Christopher A. Metzler, Yifan Peng, Gordon Wetzstein
2021 J jnl
Keyhole Imaging: Non-Line-of-Sight Imaging and Tracking of Moving Objects Along a Single Optical Path.
IEEE Trans. Computational Imaging
Christopher A. Metzler, David B. Lindell, Gordon Wetzstein
2021 Misc conf
Suremap: Predicting Uncertainty in Cnn-Based Image Reconstructions Using Stein's Unbiased Risk Estimate.
ICASSP
Ruangrawee Kitichotkul, Christopher A. Metzler, Frank Ong, Gordon Wetzstein
2020 J jnl
Deep Learning Techniques for Inverse Problems in Imaging.
CoRR
Gregory Ongie, Ajil Jalal, Christopher A. Metzler, Richard G. Baraniuk, Alexandros G. Dimakis, Rebecca Willett
2020 J jnl
Deep Learning Techniques for Inverse Problems in Imaging.
IEEE J. Sel. Areas Inf. Theory
Gregory Ongie, Ajil Jalal, Christopher A. Metzler, Richard G. Baraniuk, Alexandros G. Dimakis, Rebecca Willett
2020 A* conf
Deep Optics for Single-Shot High-Dynamic-Range Imaging.
CVPR
Christopher A. Metzler, Hayato Ikoma, Yifan Peng, Gordon Wetzstein
2020 Misc conf
Deep Optics: Learning Cameras and Optical Computing Systems.
ACSSC
Gordon Wetzstein, Hayato Ikoma, Christopher A. Metzler, Yifan Peng
2020 J jnl
Deep S
CoRR
Christopher A. Metzler, Gordon Wetzstein
2020 — conf
Disambiguating Monocular Depth Estimation with a Single Transient.
ECCV (21)
Mark Nishimura, David B. Lindell, Christopher A. Metzler, Gordon Wetzstein
2020 J jnl
Inverse Scattering via Transmission Matrices: Broadband Illumination and Fast Phase Retrieval Algorithms.
IEEE Trans. Computational Imaging
Manoj Kumar Sharma, Christopher A. Metzler, Sudarshan Nagesh, Richard G. Baraniuk, Oliver Cossairt, Ashok Veeraraghavan
2020 J jnl
SUREMap: Predicting Uncertainty in CNN-based Image Reconstruction Using Stein's Unbiased Risk Estimate.
CoRR
Ruangrawee Kitichotkul, Christopher A. Metzler, Frank Ong, Gordon Wetzstein
2019 J jnl
Deep Optics for Single-shot High-dynamic-range Imaging.
CoRR
Christopher A. Metzler, Hayato Ikoma, Yifan Peng, Gordon Wetzstein
2019 J jnl
Keyhole Imaging: Non-Line-of-Sight Imaging and Tracking of Moving Objects Along a Single Optical Path at Long Standoff Distances.
CoRR
Christopher A. Metzler, David B. Lindell, Gordon Wetzstein
2018 — conf
An Expectation-Maximization Approach to Tuning Generalized Vector Approximate Message Passing.
LVA/ICA
Christopher A. Metzler, Philip Schniter, Richard G. Baraniuk
2018 J jnl
An Expectation-Maximization Approach to Tuning Generalized Vector Approximate Message Passing.
CoRR
Christopher A. Metzler, Philip Schniter, Richard G. Baraniuk
2018 J jnl
Unsupervised Learning with Stein's Unbiased Risk Estimator.
CoRR
Christopher A. Metzler, Ali Mousavi, Reinhard Heckel, Richard G. Baraniuk
2018 J jnl
prDeep: Robust Phase Retrieval with Flexible Deep Neural Networks.
CoRR
Christopher A. Metzler, Philip Schniter, Ashok Veeraraghavan, Richard G. Baraniuk
2018 A* conf
prDeep: Robust Phase Retrieval with a Flexible Deep Network.
ICML
Christopher A. Metzler, Philip Schniter, Ashok Veeraraghavan, Richard G. Baraniuk
2017 B conf
Coherent inverse scattering via transmission matrices: Efficient phase retrieval algorithms and a public dataset.
ICCP
Christopher A. Metzler, Manoj Kumar Sharma, Sudarshan Nagesh, Richard G. Baraniuk, Oliver Cossairt, Ashok Veeraraghavan
2017 J jnl
Learned D-AMP: A Principled CNN-based Compressive Image Recovery Algorithm.
CoRR
Christopher A. Metzler, Ali Mousavi, Richard G. Baraniuk
2017 — conf
Learned D-AMP: Principled Neural Network based Compressive Image Recovery.
NIPS
Christopher A. Metzler, Ali Mousavi, Richard G. Baraniuk
2016 B conf
BM3D-PRGAMP: Compressive phase retrieval based on BM3D denoising.
ICIP
Christopher A. Metzler, Arian Maleki, Richard G. Baraniuk
2016 — conf
BM3D-PRGAMP: Compressive phase retrieval based on BM3D denoising.
ICME Workshops
Christopher A. Metzler, Arian Maleki, Richard G. Baraniuk
2016 J jnl
From Denoising to Compressed Sensing.
IEEE Trans. Inf. Theory
Christopher A. Metzler, Arian Maleki, Richard G. Baraniuk
2015 B conf
BM3D-AMP: A new image recovery algorithm based on BM3D denoising.
ICIP
Christopher A. Metzler, Arian Maleki, Richard G. Baraniuk
2015 — conf
Dynamic model generation for application of compressed sensing to cryo-electron tomography reconstruction.
SP/SPE
Sally L. Wood, Ernesto Fontenla, Christopher A. Metzler, Wah Chiu, Richard G. Baraniuk
2015 Misc conf
Iterative reconstruction from limited angle, limited view projections for cryo-electron tomography.
ACSSC
Sally L. Wood, Ernesto Fontenla, Christopher A. Metzler, Wah Chiu, Richard G. Baraniuk
2014 J jnl
From Denoising to Compressed Sensing.
CoRR
Christopher A. Metzler, Arian Maleki, Richard G. Baraniuk