- Ni, H., Egger, B., Lohit, S., Cherian, A., Wang, Y., Koike-Akino, T., Huang, S.X., Marks, T.K., "TI2V-Zero: Zero-Shot Image Conditioning for Text-to-Video Diffusion Models", IEEE Conference on Computer Vision and Pattern Recognition (CVPR), June 2024, pp. 9015-9025.
BibTeX TR2024-059 PDF Video Software Presentation- @inproceedings{Ni2024jun,
- author = {Ni, Haomiao and Egger, Bernhard and Lohit, Suhas and Cherian, Anoop and Wang, Ye and Koike-Akino, Toshiaki and Huang, Sharon X. and Marks, Tim K.},
- title = {TI2V-Zero: Zero-Shot Image Conditioning for Text-to-Video Diffusion Models},
- booktitle = {IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
- year = 2024,
- pages = {9015--9025},
- month = jun,
- url = {https://www.merl.com/publications/TR2024-059}
- }
- Fernandez-Menduina, S., Rapp, J., Mansour, H., Greiff, M., Parsons, K., "Tracking Beyond the Unambiguous Range with Modulo Single-Photon Lidar", IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), DOI: 10.1109/ICASSP48485.2024.10446835, March 2024, pp. 6-10.
BibTeX TR2024-021 PDF- @inproceedings{Fernandez-Menduina2024mar,
- author = {Fernandez-Menduina, Samuel and Rapp, Joshua and Mansour, Hassan and Greiff, Marcus and Parsons, Kieran},
- title = {Tracking Beyond the Unambiguous Range with Modulo Single-Photon Lidar},
- booktitle = {IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP)},
- year = 2024,
- pages = {6--10},
- month = mar,
- doi = {10.1109/ICASSP48485.2024.10446835},
- url = {https://www.merl.com/publications/TR2024-021}
- }
- Li, Z., Lowy, A., Liu, J., Koike-Akino, T., Malin, B., Parsons, K., Wang, Y., "Exploring User-level Gradient Inversion with a Diffusion Prior", International Workshop on Federated Learning in the Age of Foundation Models in Conjunction with NeurIPS, December 2023.
BibTeX TR2023-149 PDF- @inproceedings{Li2023dec,
- author = {Li, Zhuohang and Lowy, Andrew and Liu, Jing and Koike-Akino, Toshiaki and Malin, Bradley and Parsons, Kieran and Wang, Ye},
- title = {Exploring User-level Gradient Inversion with a Diffusion Prior},
- booktitle = {International Workshop on Federated Learning in the Age of Foundation Models in Conjunction with NeurIPS},
- year = 2023,
- month = dec,
- url = {https://www.merl.com/publications/TR2023-149}
- }
- Shenoy, V., Marks, T.K., Mansour, H., Lohit, S., "Unrolled IPPG: Video Heart Rate Esitmation via Unrolling Proximal Gradient Descent", IEEE International Conference on Image Processing (ICIP), DOI: 10.1109/ICIP49359.2023.10222169, September 2023, pp. 2715-2719.
BibTeX TR2023-116 PDF Video- @inproceedings{Shenoy2023sep,
- author = {{Shenoy, Vineet and Marks, Tim K. and Mansour, Hassan and Lohit, Suhas}},
- title = {Unrolled IPPG: Video Heart Rate Esitmation via Unrolling Proximal Gradient Descent},
- booktitle = {IEEE International Conference on Image Processing (ICIP)},
- year = 2023,
- pages = {2715--2719},
- month = sep,
- publisher = {IEEE},
- doi = {10.1109/ICIP49359.2023.10222169},
- isbn = {978-1-7281-9835-4},
- url = {https://www.merl.com/publications/TR2023-116}
- }
- Khan, I., Sun, H., Kim, K.J., Guo, J., Nikovski, D.N., "Combined Detection and Localization Model for High Impedance Fault under Noisy Condition", IEEE PES General Meeting, DOI: 10.1109/PESGM52003.2023.10252992., July 2023, pp. 1-5.
BibTeX TR2023-093 PDF- @inproceedings{Khan2023jul,
- author = {Khan, Imtiaj and Sun, Hongbo and Kim, Kyeong Jin and Guo, Jianlin and Nikovski, Daniel N.},
- title = {Combined Detection and Localization Model for High Impedance Fault under Noisy Condition},
- booktitle = {2023 IEEE Power & Energy Society General Meeting (PESGM)},
- year = 2023,
- pages = {1--5},
- month = jul,
- doi = {10.1109/PESGM52003.2023.10252992.},
- url = {https://www.merl.com/publications/TR2023-093}
- }
- Berk, A., Ma, Y., Boufounos, P.T., Wang, P., Mansour, H., "Deep Proximal Gradient Method for Learned Convex Regularizers", IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), DOI: 10.1109/ICASSP49357.2023.10094632, May 2023, pp. 1-5.
BibTeX TR2023-032 PDF Video- @inproceedings{Berk2023may,
- author = {Berk, Aaron and Ma, Yanting and Boufounos, Petros T. and Wang, Pu and Mansour, Hassan},
- title = {Deep Proximal Gradient Method for Learned Convex Regularizers},
- booktitle = {IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP)},
- year = 2023,
- pages = {1--5},
- month = may,
- publisher = {IEEE},
- doi = {10.1109/ICASSP49357.2023.10094632},
- isbn = {978-1-7281-6327-7},
- url = {https://www.merl.com/publications/TR2023-032}
- }
- Mansour, H., Lohit, S., Boufounos, P.T., "Distributed Radar Autofocus Imaging Using Deep Priors", IEEE International Conference on Image Processing (ICIP), DOI: 10.1109/ICIP46576.2022.9897332, October 2022, pp. 2511-2515.
BibTeX TR2022-129 PDF Video- @inproceedings{Mansour2022oct,
- author = {{Mansour, Hassan and Lohit, Suhas and Boufounos, Petros T.}},
- title = {Distributed Radar Autofocus Imaging Using Deep Priors},
- booktitle = {IEEE International Conference on Image Processing (ICIP)},
- year = 2022,
- pages = {2511--2515},
- month = oct,
- doi = {10.1109/ICIP46576.2022.9897332},
- url = {https://www.merl.com/publications/TR2022-129}
- }
- Liu, B., Koike-Akino, T., Wang, Y., Parsons, K., "Variational Quantum Compressed Sensing for Joint User and Channel State Acquisition in Grant-Free Device Access Systems", IEEE International Conference on Communications (ICC), DOI: 10.1109/ICC45855.2022.9838445, May 2022.
BibTeX TR2022-052 PDF Video Presentation- @inproceedings{Liu2022may3,
- author = {Liu, Bryan and Koike-Akino, Toshiaki and Wang, Ye and Parsons, Kieran},
- title = {Variational Quantum Compressed Sensing for Joint User and Channel State Acquisition in Grant-Free Device Access Systems},
- booktitle = {IEEE International Conference on Communications (ICC)},
- year = 2022,
- month = may,
- publisher = {IEEE},
- doi = {10.1109/ICC45855.2022.9838445},
- issn = {1938-1883},
- isbn = {978-1-5386-8347-7},
- url = {https://www.merl.com/publications/TR2022-052}
- }
- Chen, S., Eldar, Y., "Graph Signaling Denoising via Unrolling Networks", IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), DOI: 10.1109/ICASSP39728.2021.9415073, June 2021.
BibTeX TR2021-071 PDF- @inproceedings{Chen2021jun3,
- author = {Chen, Siheng and Eldar, Yonina},
- title = {Graph Signaling Denoising via Unrolling Networks},
- booktitle = {IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP)},
- year = 2021,
- month = jun,
- doi = {10.1109/ICASSP39728.2021.9415073},
- url = {https://www.merl.com/publications/TR2021-071}
- }
- Hyder, R., Mansour, H., Ma, Y., Boufounos, P.T., Wang, P., "A Consensus Equilibrium Solution for Deep Image Prior Powered by Red", IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), DOI: 10.1109/ICASSP39728.2021.9414290, June 2021, pp. 1380-1384.
BibTeX TR2021-046 PDF- @inproceedings{Hyder2021jun,
- author = {{Hyder, Rakib and Mansour, Hassan and Ma, Yanting and Boufounos, Petros T. and Wang, Pu}},
- title = {A Consensus Equilibrium Solution for Deep Image Prior Powered by Red},
- booktitle = {IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP)},
- year = 2021,
- pages = {1380--1384},
- month = jun,
- doi = {10.1109/ICASSP39728.2021.9414290},
- issn = {2379-190X},
- isbn = {978-1-7281-7605-5},
- url = {https://www.merl.com/publications/TR2021-046}
- }
- Watanabe, S., Boyer, F., Chang, X., Guo, P., Hayashi, T., Higuchi, Y., Hori, T., Huang, W.-C., Inaguma, H., Kamo, N., Shigeki, K., Li, C., Shi, J., Subramanian, A.S., Zhang, W., "The 2020 ESPNET Update: New Features, Broadened Applications, Performance Improvements, and Future Plans", IEEE Data Science and Learning Workshop (DSLW), DOI: 10.1109/DSLW51110, June 2021, pp. 1-6.
BibTeX TR2021-073 PDF- @inproceedings{Watanabe2021jun,
- author = {Watanabe, Shinji and Boyer, Florian and Chang, Xuankai and Guo, Pengcheng and Hayashi, Tomoki and Higuchi, Yosuke and Hori, Takaaki and Huang, Wen-Chin and Inaguma, Hirofumi and Kamo, Naoyuki and Shigeki, Karita and Li, Chenda and Shi, Jing and Subramanian, Aswin S and Zhang, Wangyou},
- title = {The 2020 ESPNET Update: New Features, Broadened Applications, Performance Improvements, and Future Plans},
- booktitle = {IEEE Data Science and Learning Workshop (DSLW)},
- year = 2021,
- pages = {1--6},
- month = jun,
- publisher = {IEEE},
- doi = {10.1109/DSLW51110},
- isbn = {978-1-6654-2826-2},
- url = {https://www.merl.com/publications/TR2021-073}
- }
- Hu, W., Chen, S., Tian, D., "Graph Spectral Point Cloud Processing" in ISTE Ltd, DOI: 10.1002/9781119850830.ch7, June 2021.
BibTeX TR2021-085 PDF- @incollection{Hu2021jun,
- author = {Hu, Wei and Chen, Siheng and Tian, Dong},
- title = {Graph Spectral Point Cloud Processing},
- booktitle = {ISTE Ltd},
- year = 2021,
- month = jun,
- doi = {10.1002/9781119850830.ch7},
- url = {https://www.merl.com/publications/TR2021-085}
- }
- Liu, D., Chen, S., Boufounos, P.T., "Graph-Based Array Signal Denoising for Perturbed Synthetic Aperture Radar", IEEE International Geoscience and Remote Sensing Symposium (IGARSS), July 2020, pp. 1881-1884.
BibTeX TR2020-114 PDF Video- @inproceedings{Liu2020jul,
- author = {Liu, Dehong and Chen, Siheng and Boufounos, Petros T.},
- title = {Graph-Based Array Signal Denoising for Perturbed Synthetic Aperture Radar},
- booktitle = {IEEE International Geoscience and Remote Sensing Symposium (IGARSS)},
- year = 2020,
- pages = {1881--1884},
- month = jul,
- isbn = {978-1-7281-6374-1},
- url = {https://www.merl.com/publications/TR2020-114}
- }
- Chen, S., Eldar, Y., Zhao, L., "Graph Unrolling Networks: Interpretable Neural Networks for Graph Signal Denoising", arXiv, June 2020.
BibTeX arXiv- @article{Chen2020jun,
- author = {Chen, Siheng and Eldar, Yonina and Zhao, Lingxiao},
- title = {Graph Unrolling Networks: Interpretable Neural Networks for Graph Signal Denoising},
- journal = {arXiv},
- year = 2020,
- month = jun,
- url = {https://arxiv.org/abs/2006.01301}
- }
- Fujihashi, T., Koike-Akino, T., Watanabe, T., Orlik, P.V., "High-Quality Soft Image Delivery with Deep Image Denoising", IEEE International Conference on Communications (ICC), DOI: 10.1109/ICC40277.2020.9148611, May 2020.
BibTeX TR2020-060 PDF Video- @inproceedings{Fujihashi2020may,
- author = {Fujihashi, Takuya and Koike-Akino, Toshiaki and Watanabe, Takashi and Orlik, Philip V.},
- title = {High-Quality Soft Image Delivery with Deep Image Denoising},
- booktitle = {IEEE International Conference on Communications (ICC)},
- year = 2020,
- month = may,
- publisher = {IEEE},
- doi = {10.1109/ICC40277.2020.9148611},
- issn = {1938-1883},
- isbn = {978-1-7281-5089-5},
- url = {https://www.merl.com/publications/TR2020-060}
- }
- Al-Shabili, A., Mansour, H., Boufounos, P.T., "Learning Plug-and-Play Proximal Quasi-Newton Denoisers", IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), DOI: 10.1109/ICASSP40776.2020.9054537, April 2020, pp. 8896-8900.
BibTeX TR2020-045 PDF Video- @inproceedings{Al-Shabili2020apr,
- author = {Al-Shabili, Abdullah and Mansour, Hassan and Boufounos, Petros T.},
- title = {Learning Plug-and-Play Proximal Quasi-Newton Denoisers},
- booktitle = {IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP)},
- year = 2020,
- pages = {8896--8900},
- month = apr,
- publisher = {IEEE},
- doi = {10.1109/ICASSP40776.2020.9054537},
- issn = {2379-190X},
- isbn = {978-1-5090-6631-5},
- url = {https://www.merl.com/publications/TR2020-045}
- }
- Liu, B., Wei, Z., Yuan, J., Pajovic, M., "Deep Learning Assisted User Identification in Massive Machine-Type Communications", IEEE Global Communications Conference (GLOBECOM), DOI: 10.1109/GLOBECOM38437.2019.9014177, December 2019, pp. 1-6.
BibTeX TR2019-134 PDF- @inproceedings{Liu2019dec,
- author = {Liu, Bryan and Wei, Zhiqiang and Yuan, Jinhong and Pajovic, Milutin},
- title = {Deep Learning Assisted User Identification in Massive Machine-Type Communications},
- booktitle = {IEEE Global Communications Conference (GLOBECOM)},
- year = 2019,
- pages = {1--6},
- month = dec,
- doi = {10.1109/GLOBECOM38437.2019.9014177},
- url = {https://www.merl.com/publications/TR2019-134}
- }
- Le Roux, J., Wisdom, S., Erdogan, H., Hershey, J., "SDR -- Half-Baked or Well Done?", IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), DOI: 10.1109/ICASSP.2019.8683855, May 2019.
BibTeX TR2019-013 PDF- @inproceedings{LeRoux2019may,
- author = {Le Roux, Jonathan and Wisdom, Scott and Erdogan, Hakan and Hershey, John},
- title = {SDR -- Half-Baked or Well Done?},
- booktitle = {IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP)},
- year = 2019,
- month = may,
- doi = {10.1109/ICASSP.2019.8683855},
- url = {https://www.merl.com/publications/TR2019-013}
- }
- Nowara, E., Marks, T.K., Mansour, H., Nakamura, Y., Veeraraghavan, A., "SparsePPG: Towards Driver Monitoring Using Camera-Based Vital Signs Estimation in Near-Infrared", IEEE Conference on Computer Vision and Pattern Recognition (CVPR) Workshop on Computer Vision for Physiological Measurement (CVPM, June 2018, pp. 1272-1281.
BibTeX TR2018-067 PDF- @inproceedings{Nowara2018jun,
- author = {Nowara, Ewa and Marks, Tim K. and Mansour, Hassan and Nakamura, Yudai and Veeraraghavan, Ashok},
- title = {SparsePPG: Towards Driver Monitoring Using Camera-Based Vital Signs Estimation in Near-Infrared},
- booktitle = {IEEE Conference on Computer Vision and Pattern Recognition (CVPR) Workshop on Computer Vision for Physiological Measurement (CVPM},
- year = 2018,
- pages = {1272--1281},
- month = jun,
- url = {https://www.merl.com/publications/TR2018-067}
- }
- Kamilov, U., Mansour, H., Wohlberg, B., "Plug-and-Play FISTA for Solving Nonlinear Imaging Inverse Problems", IEEE Signal Processing Letters, DOI: 10.1109/LSP.2017.2763583, Vol. 24, No. 12, pp. 1872-1876, March 2018.
BibTeX TR2018-029 PDF- @article{Kamilov2018mar,
- author = {Kamilov, Ulugbek and Mansour, Hassan and Wohlberg, Brendt},
- title = {Plug-and-Play FISTA for Solving Nonlinear Imaging Inverse Problems},
- journal = {IEEE Signal Processing Letters},
- year = 2018,
- volume = 24,
- number = 12,
- pages = {1872--1876},
- month = mar,
- doi = {10.1109/LSP.2017.2763583},
- url = {https://www.merl.com/publications/TR2018-029}
- }
- Kamilov, U., Mansour, H., Liu, D., "Learning Convolutional Proximal Filters", Signal Processing with Adaptive Sparse Structural Representation (SPARS), June 2017.
BibTeX TR2017-074 PDF- @inproceedings{Kamilov2017jun,
- author = {Kamilov, Ulugbek and Mansour, Hassan and Liu, Dehong},
- title = {Learning Convolutional Proximal Filters},
- booktitle = {Signal Processing with Adaptive Sparse Structural Representation (SPARS)},
- year = 2017,
- month = jun,
- url = {https://www.merl.com/publications/TR2017-074}
- }
- Vemulapalli, R., Tuzel, C.O., Liu, M.-Y., "Deep Gaussian Conditional Random Field Network: A Model-based Deep Network for Discriminative Denoising", IEEE Conference on Computer Vision and Pattern Recognition (CVPR), DOI: 10.1109/CVPR.2016.351, June 2016, pp. 4801-4809.
BibTeX TR2016-079 PDF- @inproceedings{Vemulapalli2016jun2,
- author = {Vemulapalli, Raviteja and Tuzel, C. Oncel and Liu, Ming-Yu},
- title = {Deep Gaussian Conditional Random Field Network: A Model-based Deep Network for Discriminative Denoising},
- booktitle = {IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
- year = 2016,
- pages = {4801--4809},
- month = jun,
- doi = {10.1109/CVPR.2016.351},
- url = {https://www.merl.com/publications/TR2016-079}
- }
- Knyazev, A., Malyshev, A., "Accelerated Graph-based Nonlinear Denoising Filters", International Conference on Computational Science (ICCS), DOI: 10.1016/j.procs.2016.05.348, June 2016, vol. 80, pp. 607-616.
BibTeX TR2016-068 PDF- @inproceedings{Knyazev2016jun,
- author = {Knyazev, Andrew and Malyshev, Alexander},
- title = {Accelerated Graph-based Nonlinear Denoising Filters},
- booktitle = {International Conference on Computational Science (ICCS)},
- year = 2016,
- volume = 80,
- pages = {607--616},
- month = jun,
- doi = {10.1016/j.procs.2016.05.348},
- url = {https://www.merl.com/publications/TR2016-068}
- }
- Zhang, Z., Liu, D., Aeron, S., Vetro, A., "An Online Tensor Robust PCA Algorithm for Sequential 2D Data", IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), DOI: 10.1109/ICASSP.2016.7472114, March 2016, pp. 2434-2438.
BibTeX TR2016-004 PDF- @inproceedings{Zhang2016mar,
- author = {Zhang, Ziming and Liu, Dehong and Aeron, Shuchin and Vetro, Anthony},
- title = {An Online Tensor Robust PCA Algorithm for Sequential 2D Data},
- booktitle = {IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP)},
- year = 2016,
- pages = {2434--2438},
- month = mar,
- doi = {10.1109/ICASSP.2016.7472114},
- url = {https://www.merl.com/publications/TR2016-004}
- }
- Knyazev, A., "Edge-Enhancing Filters with Negative Weights", IEEE Global Conference on Signal and Information Processing (GlobalSIP), DOI: 10.1109/GlobalSIP.2015.7418197, December 2015, pp. 260-264.
BibTeX TR2015-142 PDF- @inproceedings{Knyazev2015dec1,
- author = {Knyazev, A.},
- title = {Edge-Enhancing Filters with Negative Weights},
- booktitle = {IEEE Global Conference on Signal and Information Processing (GlobalSIP)},
- year = 2015,
- pages = {260--264},
- month = dec,
- doi = {10.1109/GlobalSIP.2015.7418197},
- url = {https://www.merl.com/publications/TR2015-142}
- }