- Hori, T., Astudillo, R., Hayashi, T., Zhang, Y., Watanabe, S., Le Roux, J., "Cycle-Consistency Training for End-to-End Speech Recognition", IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), DOI: 10.1109/ICASSP.2019.8683307, May 2019.
BibTeX TR2019-002 PDF- @inproceedings{Hori2019may,
- author = {Hori, Takaaki and Astudillo, Ramon and Hayashi, Tomoki and Zhang, Yu and Watanabe, Shinji and Le Roux, Jonathan},
- title = {Cycle-Consistency Training for End-to-End Speech Recognition},
- booktitle = {IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP)},
- year = 2019,
- month = may,
- doi = {10.1109/ICASSP.2019.8683307},
- url = {https://www.merl.com/publications/TR2019-002}
- }
- Kadu, A., Mansour, H., Boufounos, P.T., Liu, D., "Reflection Tomographic Imaging of Highly Scattering Objects Using Incremental Frequency Inversion", IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), DOI: 10.1109/ICASSP.2019.8682393, May 2019.
BibTeX TR2019-012 PDF Video- @inproceedings{Kadu2019may,
- author = {Kadu, Ajinkya and Mansour, Hassan and Boufounos, Petros T. and Liu, Dehong},
- title = {Reflection Tomographic Imaging of Highly Scattering Objects Using Incremental Frequency Inversion},
- booktitle = {IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP)},
- year = 2019,
- month = may,
- doi = {10.1109/ICASSP.2019.8682393},
- url = {https://www.merl.com/publications/TR2019-012}
- }
- Le Roux, J., Wichern, G., Watanabe, S., Sarroff, A., Hershey, J., "The Phasebook: Building Complex Masks via Discrete Representations for Source Separation", IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), DOI: 10.1109/ICASSP.2019.8682587, May 2019.
BibTeX TR2019-008 PDF- @inproceedings{LeRoux2019may2,
- author = {Le Roux, Jonathan and Wichern, Gordon and Watanabe, Shinji and Sarroff, Andy and Hershey, John},
- title = {The Phasebook: Building Complex Masks via Discrete Representations for Source Separation},
- booktitle = {IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP)},
- year = 2019,
- month = may,
- doi = {10.1109/ICASSP.2019.8682587},
- url = {https://www.merl.com/publications/TR2019-008}
- }
- 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}
- }
- Lodhi, M.A., Mansour, H., Boufounos, P.T., "Coherent Radar Imaging Using Unsynchronized Distributed Antennas", IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), DOI: 10.1109/ICASSP.2019.8683320, May 2019.
BibTeX TR2019-001 PDF Video- @inproceedings{Lodhi2019may,
- author = {Lodhi, Muhammad Asad and Mansour, Hassan and Boufounos, Petros T.},
- title = {Coherent Radar Imaging Using Unsynchronized Distributed Antennas},
- booktitle = {IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP)},
- year = 2019,
- month = may,
- doi = {10.1109/ICASSP.2019.8683320},
- url = {https://www.merl.com/publications/TR2019-001}
- }
- Lohit, S., Liu, D., Mansour, H., Boufounos, P.T., "Unrolled Projected Gradient Descent for Multi-Spectral Image Fusion", IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), DOI: 10.1109/ICASSP.2019.8683124, May 2019.
BibTeX TR2019-010 PDF- @inproceedings{Lohit2019may,
- author = {Lohit, Suhas and Liu, Dehong and Mansour, Hassan and Boufounos, Petros T.},
- title = {Unrolled Projected Gradient Descent for Multi-Spectral Image Fusion},
- booktitle = {IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP)},
- year = 2019,
- month = may,
- doi = {10.1109/ICASSP.2019.8683124},
- url = {https://www.merl.com/publications/TR2019-010}
- }
- Moritz, N., Hori, T., Le Roux, J., "Triggered Attention for End-to-End Speech Recognition", IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), DOI: 10.1109/ICASSP.2019.8683510, May 2019.
BibTeX TR2019-015 PDF- @inproceedings{Moritz2019may,
- author = {Moritz, Niko and Hori, Takaaki and Le Roux, Jonathan},
- title = {Triggered Attention for End-to-End Speech Recognition},
- booktitle = {IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP)},
- year = 2019,
- month = may,
- doi = {10.1109/ICASSP.2019.8683510},
- url = {https://www.merl.com/publications/TR2019-015}
- }
- Seetharaman, P., Wichern, G., Le Roux, J., Pardo, B., "Bootstrapping Single-Channel Source Separation via Unsupervised Spatial Clustering on Stereo Mixtures", IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), DOI: 10.1109/ICASSP.2019.8683198, May 2019.
BibTeX TR2019-014 PDF- @inproceedings{Seetharaman2019may2,
- author = {Seetharaman, Prem and Wichern, Gordon and Le Roux, Jonathan and Pardo, Bryan},
- title = {Bootstrapping Single-Channel Source Separation via Unsupervised Spatial Clustering on Stereo Mixtures},
- booktitle = {IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP)},
- year = 2019,
- month = may,
- doi = {10.1109/ICASSP.2019.8683198},
- url = {https://www.merl.com/publications/TR2019-014}
- }
- Seetharaman, P., Wichern, G., Venkataramani, S., Le Roux, J., "Class-Conditional Embeddings for Music Source Separation", IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), DOI: 10.1109/ICASSP.2019.8683007, May 2019.
BibTeX TR2019-004 PDF- @inproceedings{Seetharaman2019may,
- author = {Seetharaman, Prem and Wichern, Gordon and Venkataramani, Shrikant and Le Roux, Jonathan},
- title = {Class-Conditional Embeddings for Music Source Separation},
- booktitle = {IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP)},
- year = 2019,
- month = may,
- doi = {10.1109/ICASSP.2019.8683007},
- url = {https://www.merl.com/publications/TR2019-004}
- }
- Wang, P., Koike-Akino, T., Pajovic, M., Orlik, P.V., Tsujita, W., Gini, F., "Misspecified CRB Parameter Estimation for a Coupled Mixture of Polynomial Phase and Sinusoidal FM Signals", IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), DOI: 10.1109/ICASSP.2019.8682703, May 2019.
BibTeX TR2019-011 PDF- @inproceedings{Wang2019may2,
- author = {Wang, Pu and Koike-Akino, Toshiaki and Pajovic, Milutin and Orlik, Philip V. and Tsujita, Wataru and Gini, Fulvio},
- title = {Misspecified CRB Parameter Estimation for a Coupled Mixture of Polynomial Phase and Sinusoidal FM Signals},
- booktitle = {IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP)},
- year = 2019,
- month = may,
- doi = {10.1109/ICASSP.2019.8682703},
- url = {https://www.merl.com/publications/TR2019-011}
- }
- Wang, X., Li, R., Mallidi, S.H., Hori, T., Watanabe, S., Hermansky, H., "Stream Attention-Based Multi-Array End-to-End Speech Recognition", IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), DOI: 10.1109/ICASSP.2019.8682650, May 2019.
BibTeX TR2019-005 PDF- @inproceedings{Wang2019may,
- author = {Wang, Xiaofei and Li, Ruizhi and Mallidi, Sri Harish and Hori, Takaaki and Watanabe, Shinji and Hermansky, Hynek},
- title = {Stream Attention-Based Multi-Array End-to-End Speech Recognition},
- booktitle = {IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP)},
- year = 2019,
- month = may,
- doi = {10.1109/ICASSP.2019.8682650},
- url = {https://www.merl.com/publications/TR2019-005}
- }
- Zhang, S., Wang, B., Kanemaru, M., Lin, C., Liu, D., Habetler, T., "Quantification of Rolling-Element Bearing Fault Severity of Induction Machines", IEEE International Electric Machines and Drives Conference (IEMDC), DOI: 10.1109/IEMDC.2019.8785225, May 2019, pp. 44-50.
BibTeX TR2019-033 PDF- @inproceedings{Zhang2019may,
- author = {Zhang, Shen and Wang, Bingnan and Kanemaru, Makoto and Lin, Chungwei and Liu, Dehong and Habetler, Thomas},
- title = {Quantification of Rolling-Element Bearing Fault Severity of Induction Machines},
- booktitle = {IEEE International Electric Machines and Drives Conference (IEMDC)},
- year = 2019,
- pages = {44--50},
- month = may,
- doi = {10.1109/IEMDC.2019.8785225},
- url = {https://www.merl.com/publications/TR2019-033}
- }
- TaherSima, M., Kojima, K., Koike-Akino, T., Jha, D.K., Wang, B., Lin, C., Parsons, K., "Nanostructured Photonic Power Splitter Design via Convolutional Neural Networks", Conference on Lasers and Electro-Optics (CLEO), DOI: 10.1364/CLEO_SI.2019.SW4J.6, May 2019.
BibTeX TR2019-027 PDF- @inproceedings{TaherSima2019may,
- author = {TaherSima, Mohammad and Kojima, Keisuke and Koike-Akino, Toshiaki and Jha, Devesh K. and Wang, Bingnan and Lin, Chungwei and Parsons, Kieran},
- title = {Nanostructured Photonic Power Splitter Design via Convolutional Neural Networks},
- booktitle = {Conference on Lasers and Electro-Optics (CLEO)},
- year = 2019,
- month = may,
- publisher = {Optical Society of America},
- doi = {10.1364/CLEO_SI.2019.SW4J.6},
- url = {https://www.merl.com/publications/TR2019-027}
- }
- Brand, M., Birch, D.A., "Freeform irradiance tailoring for light fields", Optics Express, DOI: 10.1364/OE.27.00A611, Vol. 27, No. 12, pp. A611-A619, May 2019.
BibTeX TR2019-019 PDF- @article{Brand2019may,
- author = {Brand, Matthew and Birch, Daniel A.},
- title = {Freeform irradiance tailoring for light fields},
- journal = {Optics Express},
- year = 2019,
- volume = 27,
- number = 12,
- pages = {A611--A619},
- month = may,
- doi = {10.1364/OE.27.00A611},
- url = {https://www.merl.com/publications/TR2019-019}
- }
- Wang, P., Millar, D.S., Parsons, K., Ma, R., Orlik, P.V., "Range Accuracy Analysis for FMCW Systems with Source Nonlinearity", IEEE International Conference on Microwaves for Intelligent Mobility (ICMIM), DOI: 10.1109/ICMIM.2019.8726679, April 2019, pp. 1-5.
BibTeX TR2019-018 PDF- @inproceedings{Wang2019apr,
- author = {Wang, Pu and Millar, David S. and Parsons, Kieran and Ma, Rui and Orlik, Philip V.},
- title = {Range Accuracy Analysis for FMCW Systems with Source Nonlinearity},
- booktitle = {IEEE International Conference on Microwaves for Intelligent Mobility (ICMIM)},
- year = 2019,
- pages = {1--5},
- month = apr,
- doi = {10.1109/ICMIM.2019.8726679},
- url = {https://www.merl.com/publications/TR2019-018}
- }
- Ozdenizci, O., Wang, Y., Koike-Akino, T., Erdogmus, D., "Adversarial Deep Learning in EEG Biometrics", IEEE Signal Processing Letters, DOI: 10.1109/LSP.2019.2906826, Vol. 26, No. 5, pp. 710-714, March 2019.
BibTeX TR2019-017 PDF- @article{Ozdenizci2019mar2,
- author = {Ozdenizci, Ozan and Wang, Ye and Koike-Akino, Toshiaki and Erdogmus, Deniz},
- title = {Adversarial Deep Learning in EEG Biometrics},
- journal = {IEEE Signal Processing Letters},
- year = 2019,
- volume = 26,
- number = 5,
- pages = {710--714},
- month = mar,
- doi = {10.1109/LSP.2019.2906826},
- url = {https://www.merl.com/publications/TR2019-017}
- }
- Boufounos, P.T., "Universal Quantization and SAR Compression," Tech. Rep. TR2018-209, Mitsubishi Electric Research Laboratories, March 2019.
BibTeX TR2018-209 PDF- @techreport{Boufounos2019mar,
- author = {Boufounos, Petros T.},
- title = {Universal Quantization and SAR Compression},
- year = 2019,
- month = mar,
- url = {https://www.merl.com/publications/TR2018-209}
- }
- Lopez, O., Mansour, H., "Robust Subspace Learning for Motion Deblurring in Images," Tech. Rep. TR2018-208, Mitsubishi Electric Research Laboratories, March 2019.
BibTeX TR2018-208 PDF- @techreport{Lopez2019mar,
- author = {Lopez, Oscar and Mansour, Hassan},
- title = {Robust Subspace Learning for Motion Deblurring in Images},
- year = 2019,
- month = mar,
- url = {https://www.merl.com/publications/TR2018-208}
- }
- Bergman, D., Cardonha, C., Cire, A., Raghunathan, A.U., "On the Minimum Chordal Completion Polytope", Operations Research, DOI: 10.1287/opre.2018.1783, Vol. 67, No. 2, pp. 295-597, March 2019.
BibTeX TR2018-095 PDF- @article{Bergman2019mar,
- author = {Bergman, David and Cardonha, Carlos and Cire, Andre and Raghunathan, Arvind},
- title = {On the Minimum Chordal Completion Polytope},
- journal = {Operations Research},
- year = 2019,
- volume = 67,
- number = 2,
- pages = {295--597},
- month = mar,
- doi = {10.1287/opre.2018.1783},
- url = {https://www.merl.com/publications/TR2018-095}
- }
- Kolesov, G., Lin, C., Kojima, K., Knyazev, A., Katz, J., "Band Alignment in Quantum Wells from Automatically Tuned DFT+U", Physical Chemistry Chemical Physics, No. 11, March 2019.
BibTeX TR2019-030 PDF- @article{Kolesov2019mar,
- author = {Kolesov, Grigory and Lin, Chungwei and Kojima, Keisuke and Knyazev, Andrew and Katz, Joseph},
- title = {Band Alignment in Quantum Wells from Automatically Tuned DFT+U},
- journal = {Physical Chemistry Chemical Physics},
- year = 2019,
- number = 11,
- month = mar,
- url = {https://www.merl.com/publications/TR2019-030}
- }
- Ozdenizci, O., Wang, Y., Koike-Akino, T., Erdogmus, D., "Transfer Learning in Brain-Computer Interfaces with Adversarial Variational Autoencoders", International IEEE EMBS Conference on Neural Engineering, DOI: 10.1109/NER.2019.8716897, March 2019.
BibTeX TR2018-184 PDF- @inproceedings{Ozdenizci2019mar,
- author = {Ozdenizci, Ozan and Wang, Ye and Koike-Akino, Toshiaki and Erdogmus, Deniz},
- title = {Transfer Learning in Brain-Computer Interfaces with Adversarial Variational Autoencoders},
- booktitle = {International IEEE EMBS Conference on Neural Engineering},
- year = 2019,
- month = mar,
- doi = {10.1109/NER.2019.8716897},
- url = {https://www.merl.com/publications/TR2018-184}
- }
- Wei, C.-S., Koike-Akino, T., Wang, Y., "Spatial Component-wise Convolutional Network (SCCNet) for Motor-Imagery EEG Classification", International IEEE EMBS Conference on Neural Engineering, DOI: 10.1109/NER.2019.8716937, March 2019.
BibTeX TR2018-210 PDF- @inproceedings{Wei2019mar,
- author = {Wei, Chun-Shu and Koike-Akino, Toshiaki and Wang, Ye},
- title = {Spatial Component-wise Convolutional Network (SCCNet) for Motor-Imagery EEG Classification},
- booktitle = {International IEEE EMBS Conference on Neural Engineering},
- year = 2019,
- month = mar,
- doi = {10.1109/NER.2019.8716937},
- url = {https://www.merl.com/publications/TR2018-210}
- }
- Le Roux, J., Wichern, G., Watanabe, S., Sarroff, A., Hershey, J., "Phasebook and Friends: Leveraging discrete representations for source separation", IEEE Journal of Selected Topics in Signal Processing, DOI: 10.1109/JSTSP.2019.2904183, Vol. 13, No. 2, pp. 370-382, March 2019.
BibTeX TR2018-199 PDF- @article{LeRoux2019mar,
- author = {Le Roux, Jonathan and Wichern, Gordon and Watanabe, Shinji and Sarroff, Andy and Hershey, John},
- title = {Phasebook and Friends: Leveraging discrete representations for source separation},
- journal = {IEEE Journal of Selected Topics in Signal Processing},
- year = 2019,
- volume = 13,
- number = 2,
- pages = {370--382},
- month = mar,
- doi = {10.1109/JSTSP.2019.2904183},
- url = {https://www.merl.com/publications/TR2018-199}
- }
- Bakshi, K., Grover, P., Theodorou, E., "On Mean Field Games for Agents with Langevin Dynamics", IEEE Transactions on Control of Network Systems, DOI: 10.1109/TCNS.2019.2896975, March 2019.
BibTeX TR2018-200 PDF- @article{Bakshi2019mar,
- author = {Bakshi, Kaivalya and Grover, Piyush and Theodorou, Evangelos},
- title = {On Mean Field Games for Agents with Langevin Dynamics},
- journal = {IEEE Transactions on Control of Network Systems},
- year = 2019,
- month = mar,
- doi = {10.1109/TCNS.2019.2896975},
- url = {https://www.merl.com/publications/TR2018-200}
- }
- Romeres, D., Zorzi, M., Camoriano, R., Traversaro, S., Chiuso, A., "Derivative-free online learning of inverse dynamics models", IEEE Transactions on Control Systems Technology, DOI: 10.1109/TCST.2019.2891222, March 2019.
BibTeX TR2018-201 PDF- @article{Romeres2019mar,
- author = {Romeres, Diego and Zorzi, Mattia and Camoriano, Raffaello and Traversaro, Silvio and Chiuso, Alessandro},
- title = {Derivative-free online learning of inverse dynamics models},
- journal = {IEEE Transactions on Control Systems Technology},
- year = 2019,
- month = mar,
- doi = {10.1109/TCST.2019.2891222},
- url = {https://www.merl.com/publications/TR2018-201}
- }