Gao, Angela F.; Castellanos, Jorge C. et al. (2021) DeepGEM: Generalized Expectation-Maximization for Blind Inversion In: 35th Conference on Neural Information Processing Systems; In: 35th Conference on Neural Information Processing Systems (NeurIPS 2021), 28 November-9 December 2021, Sydney, Australia https://resolver.caltech.edu/CaltechAUTHORS:20221026-200931912
Levis, Aviad; Lee, Daeyoung et al. (2021) Inference of Black Hole Fluid-Dynamics from Sparse Interferometric Measurements In: 2021 IEEE/CVF International Conference on Computer Vision (ICCV); In: 2021 IEEE/CVF International Conference on Computer Vision (ICCV), 10-17 October 2021, Montreal, QB https://doi.org/10.1109/iccv48922.2021.00234
Cosner, Ryan K.; Singletary, Andrew W. et al. (2021) Measurement-Robust Control Barrier Functions: Certainty in Safety with Uncertainty in State In: 2021 IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS); arXiv; In: 2021 IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS), 27 September-1 October 2021, Prague, Czech Republic https://doi.org/10.1109/IROS51168.2021.9636584
Sun, He; Bouman, Katherine L. (2021) Deep Probabilistic Imaging: Uncertainty Quantification and Multi-modal Solution Characterization for Computational Imaging In: Thirty-Fifth AAAI Conference on Artificial Intelligence (AAAI-21); arXiv; Vol. 35; Series Proceedings of the AAAI Conference on Artificial Intelligence; In: Thirty-Fifth AAAI Conference on Artificial Intelligence (AAAI-21), 2-9 February 2021, [Online Only] https://resolver.caltech.edu/CaltechAUTHORS:20210604-142552450
Sun, He; Dalca, Adrian V. et al. (2020) Learning a Probabilistic Strategy for Computational Imaging Sensor Selection In: 2020 IEEE International Conference on Computational Photography (ICCP); In: 2020 IEEE International Conference on Computational Photography (ICCP), 24-26 April 2020, Saint Louis, MO https://doi.org/10.1109/iccp48838.2020.9105133
Bouman, Katherine L.; Ye, Vickie et al. (2017) Turning Corners into Cameras: Principles and Methods In: 2017 IEEE International Conference on Computer Vision (ICCV); In: 2017 IEEE International Conference on Computer Vision (ICCV), 22-29 October 2017, Venice, Italy https://doi.org/10.1109/iccv.2017.249
Sreehari, Suhas; Venkatakrishnan, S. V. et al. (2017) Multi-Resolution Data Fusion for Super-Resolution Electron Microscopy In: 2017 IEEE Conference on Computer Vision and Pattern Recognition Workshops (CVPRW); In: 2017 IEEE Conference on Computer Vision and Pattern Recognition Workshops (CVPRW), 21-26 July 2017, Honolulu, HI https://doi.org/10.1109/cvprw.2017.146
Dalca, Adrian V.; Bouman, Katherine L. et al. (2017) Population Based Image Imputation In: Information Processing in Medical Imaging. IPMI 2017; Lecture Notes in Computer Science; Series Lecture Notes in Computer Science; No. 10265; In: 25th International Conference on Information Processing in Medical Imaging (IPMI 2017), 25-30 June 2017, Boone, NC https://doi.org/10.1007/978-3-319-59050-9_52
Xue, Tianfan; Wu, Jiajun et al. (2016) Visual Dynamics: Probabilistic Future Frame Synthesis via Cross Convolutional Networks In: Advances in Neural Information Processing Systems (NIPS 2016); arXiv; In: Neural Information Processing Systems (NIPS 2016), 5-10 December 2016, Barcelona, Spain https://resolver.caltech.edu/CaltechAUTHORS:20190405-161634029
Bouman, Katherine L.; Johnson, Michael D. et al. (2016) Computational Imaging for VLBI Image Reconstruction In: 2016 IEEE Conference on Computer Vision and Pattern Recognition (CVPR); In: IEEE Conference on Computer Vision and Pattern Recognition (CVPR 2016), 27-30 June 2016, Las Vegas, NV https://doi.org/10.1109/cvpr.2016.105
Bouman, Katherine L.; Xiao, Bei et al. (2013) Estimating the Material Properties of Fabric from Video In: 2013 IEEE International Conference on Computer Vision; In: 2013 IEEE International Conference on Computer Vision, 1-8 December 2013, Sydney, Australia https://doi.org/10.1109/iccv.2013.455
Ni, Karl; Phelps, Ethan et al. (2012) Training image classifiers with similarity metrics, linear programming, and minimal supervision In: 2012 Conference Record of the Forty Sixth Asilomar Conference on Signals, Systems and Computers (ASILOMAR); In: 2012 Forty Sixth Asilomar Conference on Signals, Systems and Computers (ASILOMAR), 4-7 November 2012, Pacific Grove, CA https://doi.org/10.1109/acssc.2012.6489386
Bouman, Katherine; Ramachandra, Vikas et al. (2011) RAW camera DPCM compression performance analysis In: Image Quality and System Performance VIII; Series Proceedings of SPIE; No. 7867; In: IS&T/SPIE Electronic Imaging, 23-27 January 2011, San Francisco, CA https://doi.org/10.1117/12.872637
Bouman, Katherine L.; Abdollahian, Golnaz et al. (2010) A low complexity method for detection of text area in natural images In: 2010 IEEE International Conference on Acoustics, Speech and Signal Processing; In: 2010 IEEE International Conference on Acoustics, Speech and Signal Processing, 14-19 March 2010, Dallas, TX https://doi.org/10.1109/icassp.2010.5495331