- Fujihashi, T., Koike-Akino, T., Watanabe, T., "Soft 2D-to-3D Delivery Using Deep Graph Neural Networks for Holographic-Type Communication", IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), DOI: 10.1109/ICASSP49357.2023.10095882, May 2023.
BibTeX TR2023-031 PDF- @inproceedings{Fujihashi2023may,
- author = {Fujihashi, Takuya and Koike-Akino, Toshiaki and Watanabe, Takashi},
- title = {Soft 2D-to-3D Delivery Using Deep Graph Neural Networks for Holographic-Type Communication},
- booktitle = {IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP)},
- year = 2023,
- month = may,
- publisher = {IEEE},
- doi = {10.1109/ICASSP49357.2023.10095882},
- isbn = {978-1-7281-6327-7},
- url = {https://www.merl.com/publications/TR2023-031}
- }
- Jeon, E.S., Lohit, S., Anirudh, R., Turaga, P., "Robust Time Series Recovery and Classification Using Test-time Noise Simulator Networks", IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), DOI: 10.1109/ICASSP49357.2023.10096888, May 2023.
BibTeX TR2023-021 PDF Presentation- @inproceedings{Jeon2023may,
- author = {Jeon, Eun Som and Lohit, Suhas and Anirudh, Rushil and Turaga, Pavan},
- title = {Robust Time Series Recovery and Classification Using Test-time Noise Simulator Networks},
- booktitle = {IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP)},
- year = 2023,
- month = may,
- publisher = {IEEE},
- doi = {10.1109/ICASSP49357.2023.10096888},
- url = {https://www.merl.com/publications/TR2023-021}
- }
- Jin, S., Wang, P., Boufounos, P.T., Takahashi, R., Roy, S., "Spatial-Domain Object Detection Under MIMO-FMCW Automotive Radar Interference", IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), DOI: 10.1109/ICASSP49357.2023.10095409, May 2023, pp. 1-5.
BibTeX TR2023-027 PDF- @inproceedings{Jin2023may,
- author = {Jin, Sian and Wang, Pu and Boufounos, Petros T. and Takahashi, Ryuhei and Roy, Sumit},
- title = {Spatial-Domain Object Detection Under MIMO-FMCW Automotive Radar Interference},
- booktitle = {IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP)},
- year = 2023,
- pages = {1--5},
- month = may,
- publisher = {IEEE},
- doi = {10.1109/ICASSP49357.2023.10095409},
- isbn = {978-1-7281-6327-7},
- url = {https://www.merl.com/publications/TR2023-027}
- }
- Kelkar, V.A., Liu, D., Inoue, H., Kanemaru, M., "Sparsity-driven Joint Blind Deconvolution-demodulation with Application to Motor Fault Detection", IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), DOI: 10.1109/ICASSP49357.2023.10094590, May 2023.
BibTeX TR2023-026 PDF- @inproceedings{Kelkar2023may,
- author = {Kelkar, Varun A. and Liu, Dehong and Inoue, Hiroshi and Kanemaru, Makoto},
- title = {Sparsity-driven Joint Blind Deconvolution-demodulation with Application to Motor Fault Detection},
- booktitle = {IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP)},
- year = 2023,
- month = may,
- doi = {10.1109/ICASSP49357.2023.10094590},
- isbn = {978-1-7281-6328-4},
- url = {https://www.merl.com/publications/TR2023-026}
- }
- Petermann, D., Wichern, G., Subramanian, A.S., Le Roux, J., "Hyperbolic Audio Source Separation", IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), DOI: 10.1109/ICASSP49357.2023.10094943, May 2023, pp. 1-5.
BibTeX TR2023-017 PDF Software- @inproceedings{Petermann2023may,
- author = {Petermann, Darius and Wichern, Gordon and Subramanian, Aswin Shanmugam and Le Roux, Jonathan},
- title = {Hyperbolic Audio Source Separation},
- booktitle = {IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP)},
- year = 2023,
- pages = {1--5},
- month = may,
- publisher = {IEEE},
- doi = {10.1109/ICASSP49357.2023.10094943},
- url = {https://www.merl.com/publications/TR2023-017}
- }
- Tzinis, E., Wichern, G., Smaragdis, P., Le Roux, J., "Optimal Condition Training for Target Source Separation", IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), DOI: 10.1109/ICASSP49357.2023.10095128, May 2023, pp. 1-5.
BibTeX TR2023-018 PDF- @inproceedings{Tzinis2023may,
- author = {Tzinis, Efthymios and Wichern, Gordon and Smaragdis, Paris and Le Roux, Jonathan},
- title = {Optimal Condition Training for Target Source Separation},
- booktitle = {IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP)},
- year = 2023,
- pages = {1--5},
- month = may,
- publisher = {IEEE},
- doi = {10.1109/ICASSP49357.2023.10095128},
- url = {https://www.merl.com/publications/TR2023-018}
- }
- Ulvog, A., Rapp, J., Koike-Akino, T., Mansour, H., Boufounos, P.T., Parsons, K., "Phase Unwrapping in Correlated Noise for FMCW LIDAR Depth Estimation", IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), DOI: 10.1109/ICASSP49357.2023.10095456, May 2023, pp. 1-5.
BibTeX TR2023-028 PDF Video Presentation- @inproceedings{Ulvog2023may,
- author = {Ulvog, Alfred and Rapp, Joshua and Koike-Akino, Toshiaki and Mansour, Hassan and Boufounos, Petros T. and Parsons, Kieran},
- title = {Phase Unwrapping in Correlated Noise for FMCW LIDAR Depth Estimation},
- booktitle = {IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP)},
- year = 2023,
- pages = {1--5},
- month = may,
- doi = {10.1109/ICASSP49357.2023.10095456},
- isbn = {978-1-7281-6327-7},
- url = {https://www.merl.com/publications/TR2023-028}
- }
- Vaca-Rubio, C., Wang, P., Koike-Akino, T., Wang, Y., Boufounos, P.T., Popovski, P., "mmWave Wi-Fi Trajectory Estimation with Continuous-Time Neural Dynamic Learning", IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), DOI: 10.1109/ICASSP49357.2023.10096474, May 2023, pp. 1-5.
BibTeX TR2023-033 PDF Video- @inproceedings{Vaca-Rubio2023may,
- author = {Vaca-Rubio, Cristian and Wang, Pu and Koike-Akino, Toshiaki and Wang, Ye and Boufounos, Petros T. and Popovski, Petar},
- title = {mmWave Wi-Fi Trajectory Estimation with Continuous-Time Neural Dynamic Learning},
- booktitle = {IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP)},
- year = 2023,
- pages = {1--5},
- month = may,
- publisher = {IEEE},
- doi = {10.1109/ICASSP49357.2023.10096474},
- isbn = {978-1-7281-6327-7},
- url = {https://www.merl.com/publications/TR2023-033}
- }
- Yen, H., Germain, F., Wichern, G., Le Roux, J., "Cold Diffusion for Speech Enhancement", IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), DOI: 10.1109/ICASSP49357.2023.10096064, May 2023, pp. 1-5.
BibTeX TR2023-020 PDF- @inproceedings{Yen2023may,
- author = {Yen, Hao and Germain, Francois and Wichern, Gordon and Le Roux, Jonathan},
- title = {Cold Diffusion for Speech Enhancement},
- booktitle = {IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP)},
- year = 2023,
- pages = {1--5},
- month = may,
- publisher = {IEEE},
- doi = {10.1109/ICASSP49357.2023.10096064},
- url = {https://www.merl.com/publications/TR2023-020}
- }
- Zhao, Q., Ma, Y., Boufounos, P.T., Nabi, S., Mansour, H., "Deep Born Operator Learning for Reflection Tomographic Imaging", IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), DOI: 10.1109/ICASSP49357.2023.10095494, May 2023, pp. 1-5.
BibTeX TR2023-029 PDF Video- @inproceedings{Zhao2023may,
- author = {Zhao, Qingqing and Ma, Yanting and Boufounos, Petros T. and Nabi, Saleh and Mansour, Hassan},
- title = {Deep Born Operator Learning for Reflection Tomographic Imaging},
- booktitle = {IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP)},
- year = 2023,
- pages = {1--5},
- month = may,
- publisher = {IEEE},
- doi = {10.1109/ICASSP49357.2023.10095494},
- url = {https://www.merl.com/publications/TR2023-029}
- }
- Menner, M., Berntorp, K., Di Cairano, S., "Automated Controller Calibration by Kalman Filtering", IEEE Transactions on Control Systems Technology, DOI: 10.1109/TCST.2023.3254213, Vol. 31, No. 6, pp. 2350-2364, April 2023.
BibTeX TR2023-022 PDF- @article{Menner2023apr,
- author = {Menner, Marcel and Berntorp, Karl and Di Cairano, Stefano},
- title = {Automated Controller Calibration by Kalman Filtering},
- journal = {IEEE Transactions on Control Systems Technology},
- year = 2023,
- volume = 31,
- number = 6,
- pages = {2350--2364},
- month = apr,
- doi = {10.1109/TCST.2023.3254213},
- url = {https://www.merl.com/publications/TR2023-022}
- }
- Jin, S., Wang, P., Boufounos, P.T., Orlik, P.V., Takahashi, R., Roy, S., "Mutual Interference Mitigation for MIMO-FMCW Automotive Radar", arXiv, April 2023.
BibTeX arXiv- @article{Jin2023apr,
- author = {Jin, Sian and Wang, Pu and Boufounos, Petros T. and Orlik, Philip V. and Takahashi, Ryuhei and Roy, Sumit},
- title = {Mutual Interference Mitigation for MIMO-FMCW Automotive Radar},
- journal = {arXiv},
- year = 2023,
- month = apr,
- url = {https://arxiv.org/abs/2304.03177}
- }
- Lin, C., "Analytical Parametrization for Magnetization of Gadolinium based on Scaling Hypothesis", Physica A, DOI: 10.1016/j.physa.2023.128686, Vol. 617, pp. 128686, April 2023.
BibTeX TR2023-015 PDF- @article{Lin2023apr,
- author = {Lin, Chungwei},
- title = {Analytical Parametrization for Magnetization of Gadolinium based on Scaling Hypothesis},
- journal = {Physica A},
- year = 2023,
- volume = 617,
- pages = 128686,
- month = apr,
- doi = {10.1016/j.physa.2023.128686},
- issn = {0378-4371},
- url = {https://www.merl.com/publications/TR2023-015}
- }
- Cherian, A., Peng, K.-C., Lohit, S., Smith, K., Tenenbaum, J.B., "Are Deep Neural Networks SMARTer than Second Graders?", IEEE Conference on Computer Vision and Pattern Recognition (CVPR), March 2023, pp. 10834-10844.
BibTeX TR2023-014 PDF Data Software Presentation- @inproceedings{Cherian2023mar,
- author = {Cherian, Anoop and Peng, Kuan-Chuan and Lohit, Suhas and Smith, Kevin and Tenenbaum, Joshua B.},
- title = {Are Deep Neural Networks SMARTer than Second Graders?},
- booktitle = {IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
- year = 2023,
- pages = {10834--10844},
- month = mar,
- publisher = {CVF},
- url = {https://www.merl.com/publications/TR2023-014}
- }
- Sharma, A., Zhang, J., Nikovski, D., Doshi-Velez, F., "Travel-time prediction using neural-network-based mixture models", International Workshop on Statistical Methods and Artificial Intelligence, DOI: 10.1016/j.procs.2023.03.144, March 2023.
BibTeX TR2023-012 PDF- @inproceedings{Sharma2023mar,
- author = {Sharma, Abhishek and Zhang, Jing and Nikovski, Daniel and Doshi-Velez, Finale},
- title = {Travel-time prediction using neural-network-based mixture models},
- booktitle = {International Workshop on Statistical Methods and Artificial Intelligence},
- year = 2023,
- month = mar,
- doi = {10.1016/j.procs.2023.03.144},
- url = {https://www.merl.com/publications/TR2023-012}
- }
- Wang, Y., Zhang, J., Nikovski, D., Kojima, T., "Estimating Traffic Density Using Transformer Decoders", International Workshop on Statistical Methods and Artificial Intelligence, DOI: 10.1016/j.procs.2023.03.143, March 2023.
BibTeX TR2023-011 PDF- @inproceedings{Wang2023mar,
- author = {Wang, Yinsong and Zhang, Jing and Nikovski, Daniel and Kojima, Takuro},
- title = {Estimating Traffic Density Using Transformer Decoders},
- booktitle = {International Workshop on Statistical Methods and Artificial Intelligence},
- year = 2023,
- month = mar,
- doi = {10.1016/j.procs.2023.03.143},
- url = {https://www.merl.com/publications/TR2023-011}
- }
- Teo, K.H., "Summary Report of International Electron Device Meeting (IEDM) 2022," Tech. Rep. TR2023-013, Mitsubishi Electric Research Laboratories, March 2023.
BibTeX TR2023-013 PDF- @techreport{Teo2023mar,
- author = {Teo, Koon Hoo},
- title = {Summary Report of International Electron Device Meeting (IEDM) 2022},
- institution = {MERL website},
- year = 2023,
- month = mar,
- url = {https://www.merl.com/publications/TR2023-013}
- }
- Shirai, Y., Jha, D.K., Raghunathan, A., "Robust Pivoting Manipulation using Contact Implicit Bilevel Optimization", arXiv, March 2023.
BibTeX arXiv- @article{Shirai2023mar,
- author = {Shirai, Yuki and Jha, Devesh K. and Raghunathan, Arvind},
- title = {Robust Pivoting Manipulation using Contact Implicit Bilevel Optimization},
- journal = {arXiv},
- year = 2023,
- month = mar,
- url = {https://arxiv.org/abs/2303.08965v1}
- }
- Kantana, C., Benosman, M., Ma, R., Komatsuzaki, Y., "A System Approach for Efficiency Enhancement and Linearization Technique of Dual-Input Doherty Power Amplifier", IEEE Journal of Microwaves, February 2023.
BibTeX TR2023-008 PDF- @article{Kantana2023feb,
- author = {Kantana, Chouabi and Benosman, Mouhacine and Ma, Rui and Komatsuzaki, Y.},
- title = {A System Approach for Efficiency Enhancement and Linearization Technique of Dual-Input Doherty Power Amplifier},
- journal = {IEEE Journal of Microwaves},
- year = 2023,
- month = feb,
- url = {https://www.merl.com/publications/TR2023-008}
- }
- Mateus, A., Ranade, S., Ramalingam, S., Miraldo, P., "Fast and Accurate 3D Registration from Line Intersection Constraints", International Journal of Computer Vision, DOI: 10.1007/s11263-023-01774-1, Vol. 131, pp. 2044-2069, February 2023.
BibTeX TR2023-007 PDF- @article{Mateus2023feb,
- author = {Mateus, Andre and Ranade, Siddhant and Ramalingam, Srikumar and Miraldo, Pedro},
- title = {Fast and Accurate 3D Registration from Line Intersection Constraints},
- journal = {International Journal of Computer Vision},
- year = 2023,
- volume = 131,
- pages = {2044--2069},
- month = feb,
- doi = {10.1007/s11263-023-01774-1},
- url = {https://www.merl.com/publications/TR2023-007}
- }
- Lin, C., "Magnetic Cooling with Thin Peltier Modules as Thermal Switches", Journal of Magnetism and Magnetic Materials, DOI: 10.1016/j.jmmm.2023.170482, Vol. 570, pp. 170482, February 2023.
BibTeX TR2023-006 PDF- @article{Lin2023feb,
- author = {Lin, Chungwei},
- title = {Magnetic Cooling with Thin Peltier Modules as Thermal Switches},
- journal = {Journal of Magnetism and Magnetic Materials},
- year = 2023,
- volume = 570,
- pages = 170482,
- month = feb,
- doi = {10.1016/j.jmmm.2023.170482},
- issn = {0304-8853},
- url = {https://www.merl.com/publications/TR2023-006}
- }
- Chakrabarty, A., Berntorp, K., Di Cairano, S., "Parameter-Adaptive Reference Governors with Learned Robust Constraint-Admissible Sets", Control Engineering Practice, DOI: 10.1016/j.conengprac.2023.105450, Vol. 133, February 2023.
BibTeX TR2023-005 PDF- @article{Chakrabarty2023feb,
- author = {Chakrabarty, Ankush and Berntorp, Karl and Di Cairano, Stefano},
- title = {Parameter-Adaptive Reference Governors with Learned Robust Constraint-Admissible Sets},
- journal = {Control Engineering Practice},
- year = 2023,
- volume = 133,
- month = feb,
- doi = {10.1016/j.conengprac.2023.105450},
- url = {https://www.merl.com/publications/TR2023-005}
- }
- Kojima, K., Koike-Akino, T., Wang, Y., Jung Minwoo, , Brand, M., "Inverse design of two-dimensional freeform metagrating using an adversarial conditional variational autoencoder", SPIE Photonics West, DOI: 10.1117/12.2650299, January 2023.
BibTeX TR2023-004 PDF- @inproceedings{Kojima2023jan,
- author = {Kojima, Keisuke and Koike-Akino, Toshiaki and Wang, Ye and Jung Minwoo and Brand, Matthew},
- title = {Inverse design of two-dimensional freeform metagrating using an adversarial conditional variational autoencoder},
- booktitle = {Proc. SPIE 12431, Photonic and Phononic Properties of Engineered Nanostructures XIII},
- year = 2023,
- month = jan,
- publisher = {SPIE},
- doi = {10.1117/12.2650299},
- url = {https://www.merl.com/publications/TR2023-004}
- }
- Liu, T., Cherian, A., "Learning a Constrained Optimizer: A Primal Method", AAAI Bridge on Constraint Programming and Machine Learning, January 2023.
BibTeX TR2023-003 PDF- @inproceedings{Liu2023jan,
- author = {Liu, Tao and Cherian, Anoop},
- title = {Learning a Constrained Optimizer: A Primal Method},
- booktitle = {AAAI Bridge on Constraint Programming and Machine Learning},
- year = 2023,
- month = jan,
- url = {https://www.merl.com/publications/TR2023-003}
- }
- Tohme, T., Liu, D., Youcef-Toumi, K., "GSR: A Generalized Symbolic Regression Approach", Transactions on Machine Learning Research, January 2023.
BibTeX TR2023-002 PDF- @article{Tohme2023jan,
- author = {Tohme, Tony and Liu, Dehong and Youcef-Toumi, Kamal},
- title = {GSR: A Generalized Symbolic Regression Approach},
- journal = {Transactions on Machine Learning Research},
- year = 2023,
- month = jan,
- issn = {2835-8856},
- url = {https://www.merl.com/publications/TR2023-002}
- }