- Zhang, M., Jha, D.K., Raghunathan, A., Hauser, K., "STOCS: Simultaneous Trajectory Optimization and Contact Selection for Contact-Rich Manipulation", ICRA 2023 Workshop on Embracing contacts. Making robots physically interact with our world, May 2023.
BibTeX TR2023-044 PDF- @inproceedings{Zhang2023may3,
- author = {Zhang, Mengchao and Jha, Devesh K. and Raghunathan, Arvind and Hauser, Kris},
- title = {STOCS: Simultaneous Trajectory Optimization and Contact Selection for Contact-Rich Manipulation},
- booktitle = {ICRA 2023 Workshop on Embracing contacts. Making robots physically interact with our world},
- year = 2023,
- month = may,
- url = {https://www.merl.com/publications/TR2023-044}
- }
- Sakamoto, Y., Xu, Y., Wang, B., Yamamoto, T., Nishimura, Y., "Electric Motor Surrogate Model Combining Subdomain Method and Neural Network", Conference on the Computation of Electromagnetic Fields (COMPUMAG), May 2023.
BibTeX TR2023-041 PDF- @inproceedings{Sakamoto2023may2,
- author = {Sakamoto, Yusuke and Xu, Yihao and Wang, Bingnan and Yamamoto, Tatsuya and Nishimura, Yuki},
- title = {Electric Motor Surrogate Model Combining Subdomain Method and Neural Network},
- booktitle = {Conference on the Computation of Electromagnetic Fields (COMPUMAG)},
- year = 2023,
- month = may,
- url = {https://www.merl.com/publications/TR2023-041}
- }
- Xu, Y., Wang, B., Sakamoto, Y., Yamamoto, T., Nishimura, Y., "Comparison of Learning-based Surrogate Models for Electric Motors", Conference on the Computation of Electromagnetic Fields (COMPUMAG), May 2023.
BibTeX TR2023-042 PDF- @inproceedings{Xu2023may,
- author = {Xu, Yihao and Wang, Bingnan and Sakamoto, Yusuke and Yamamoto, Tatsuya and Nishimura, Yuki},
- title = {Comparison of Learning-based Surrogate Models for Electric Motors},
- booktitle = {Conference on the Computation of Electromagnetic Fields (COMPUMAG)},
- year = 2023,
- month = may,
- url = {https://www.merl.com/publications/TR2023-042}
- }
- Rosen, E., Jha, D.K., "A Virtual Reality Teleoperation Interface for Industrial Robot Manipulators", arXiv, May 2023.
BibTeX arXiv- @article{Rosen2023may,
- author = {Rosen, Eric and Jha, Devesh K.},
- title = {A Virtual Reality Teleoperation Interface for Industrial Robot Manipulators},
- journal = {arXiv},
- year = 2023,
- month = may,
- url = {https://arxiv.org/abs/2305.10960}
- }
- Anantaram, V., Goldsmith, A., Wang, Y., "Flying Start of Sensorless Synchronous Machines with Reactive Power Injection", IEEE International Electric Machines and Drives Conference (IEMDC), DOI: 10.1109/IEMDC55163.2023.10238966, May 2023.
BibTeX TR2023-037 PDF- @inproceedings{Anantaram2023may,
- author = {Anantaram, Varatharajan and Goldsmith, Abraham and Wang, Yebin},
- title = {Flying Start of Sensorless Synchronous Machines with Reactive Power Injection},
- booktitle = {IEEE International Electric Machines and Drives Conference (IEMDC)},
- year = 2023,
- month = may,
- doi = {10.1109/IEMDC55163.2023.10238966},
- isbn = {979-8-3503-9899-1},
- url = {https://www.merl.com/publications/TR2023-037}
- }
- Liu, D., Varatharajan, A., Goldsmith, A., Kong, C., Sigatapu, L., Wang, Y., "Broken-bar Fault Detection by Injecting a Frequency Modulated Continuous Wave Signal", IEEE International Electric Machines and Drives Conference (IEMDC), DOI: 10.1109/IEMDC55163.2023.10239083, May 2023.
BibTeX TR2023-039 PDF- @inproceedings{Liu2023may,
- author = {Liu, Dehong and Varatharajan, Anantaram and Goldsmith, Abraham and Kong, Chuizheng and Sigatapu, Laxman and Wang, Yebin},
- title = {Broken-bar Fault Detection by Injecting a Frequency Modulated Continuous Wave Signal},
- booktitle = {IEEE International Electric Machines and Drives Conference (IEMDC)},
- year = 2023,
- month = may,
- doi = {10.1109/IEMDC55163.2023.10239083},
- isbn = {979-8-3503-9900-4},
- url = {https://www.merl.com/publications/TR2023-039}
- }
- Sakamoto, Y., Xu, Y., Wang, B., Yamamoto, T., Nishimura, Y., "Multi-Objective Motor Design Optimization with Physics-Assisted Neural Network Model", IEEE International Electric Machines and Drives Conference (IEMDC), DOI: 10.1109/IEMDC55163.2023.10238886, May 2023, pp. 1-7.
BibTeX TR2023-038 PDF- @inproceedings{Sakamoto2023may,
- author = {Sakamoto, Yusuke and Xu, Yihao and Wang, Bingnan and Yamamoto, Tatsuya and Nishimura, Yuki},
- title = {Multi-Objective Motor Design Optimization with Physics-Assisted Neural Network Model},
- booktitle = {2023 IEEE International Electric Machines & Drives Conference (IEMDC)},
- year = 2023,
- pages = {1--7},
- month = may,
- publisher = {IEEE},
- doi = {10.1109/IEMDC55163.2023.10238886},
- url = {https://www.merl.com/publications/TR2023-038}
- }
- Xu, Y., Wang, B., Sakamoto, Y., Yamamoto, T., Nishimura, Y., Koike-Akino, T., Wang, Y., "Tandem Neural Networks for Electric Machine Inverse Design", IEEE International Electric Machines and Drives Conference (IEMDC), DOI: 10.1109/IEMDC55163.2023.10238921, May 2023, pp. 1-7.
BibTeX TR2023-040 PDF- @inproceedings{Xu2023may2,
- author = {Xu, Yihao and Wang, Bingnan and Sakamoto, Yusuke and Yamamoto, Tatsuya and Nishimura, Yuki and Koike-Akino, Toshiaki and Wang, Ye},
- title = {Tandem Neural Networks for Electric Machine Inverse Design},
- booktitle = {2023 IEEE International Electric Machines & Drives Conference (IEMDC)},
- year = 2023,
- pages = {1--7},
- month = may,
- publisher = {IEEE},
- doi = {10.1109/IEMDC55163.2023.10238921},
- url = {https://www.merl.com/publications/TR2023-040}
- }
- Mowlavi, S., Benosman, M., Nabi, S., "Reinforcement Learning-based Estimation for Partial Differential Equations", SIAM Conference on Applications of Dynamical Systems, May 2023.
BibTeX TR2023-066 PDF- @inproceedings{Mowlavi2023may,
- author = {Mowlavi, Saviz and Benosman, Mouhacine and Nabi, Saleh},
- title = {Reinforcement Learning-based Estimation for Partial Differential Equations},
- booktitle = {SIAM Conference on Applications of Dynamical Systems},
- year = 2023,
- month = may,
- url = {https://www.merl.com/publications/TR2023-066}
- }
- Liu, Y., Mansour, H., Nabi, S., "Physics-Informed Koopman Network", SIAM Conference on Applications of Dynamical Systems, May 2023.
BibTeX - @inproceedings{Liu2023may2,
- author = {Liu, Yuying and Mansour, Hassan and Nabi, Saleh},
- title = {Physics-Informed Koopman Network},
- booktitle = {SIAM Conference on Applications of Dynamical Systems},
- year = 2023,
- month = may
- }
- Koike-Akino, T., Jung, M., Chakrabarty, A., Wang, Y., Kojima, K., Brand, M., "Bayesian Optimization for Nested Adversarial Variational Autoencoder in Tunable Nanophotonic Device Design", Conference on Lasers and Electro-Optics (CLEO), DOI: 10.1364/CLEO_FS.2023.FW4C.7, May 2023.
BibTeX TR2023-036 PDF- @inproceedings{Koike-Akino2023may,
- author = {Koike-Akino, Toshiaki and Jung, Minwoo and Chakrabarty, Ankush and Wang, Ye and Kojima, Keisuke and Brand, Matthew},
- title = {Bayesian Optimization for Nested Adversarial Variational Autoencoder in Tunable Nanophotonic Device Design},
- booktitle = {Conference on Lasers and Electro-Optics (CLEO)},
- year = 2023,
- month = may,
- doi = {10.1364/CLEO_FS.2023.FW4C.7},
- url = {https://www.merl.com/publications/TR2023-036}
- }
- Shah, A., Roy, A., Shah, K., Mishra, S.K., Jacobs, D., Cherian, A., Chellappa, R., "HaLP: Hallucinating Latent Positives for Skeleton-based Self-Supervised Learning of Actions", IEEE Conference on Computer Vision and Pattern Recognition (CVPR), May 2023, pp. 18846-18856.
BibTeX TR2023-035 PDF- @inproceedings{Shah2023may,
- author = {Shah, Anshul and Roy, Aniket and Shah, Ketul and Mishra, Shlok Kumar and Jacobs, David and Cherian, Anoop and Chellappa, Rama},
- title = {HaLP: Hallucinating Latent Positives for Skeleton-based Self-Supervised Learning of Actions},
- booktitle = {IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
- year = 2023,
- pages = {18846--18856},
- month = may,
- publisher = {CVF},
- url = {https://www.merl.com/publications/TR2023-035}
- }
- Zhang, J., Cherian, A., Liu, Y., Shabat, I.B., Rodriguez, C., Gould, S., "Aligning Step-by-Step Instructional Diagrams to Video Demonstrations", IEEE Conference on Computer Vision and Pattern Recognition (CVPR), May 2023, pp. 2483-2492.
BibTeX TR2023-034 PDF- @inproceedings{Zhang2023may,
- author = {Zhang, Jiahao and Cherian, Anoop and Liu, Yanbin and Shabat, Itzik Ben and Rodriguez, Cristian and Gould, Stephen},
- title = {Aligning Step-by-Step Instructional Diagrams to Video Demonstrations},
- booktitle = {IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
- year = 2023,
- pages = {2483--2492},
- month = may,
- publisher = {CVF},
- url = {https://www.merl.com/publications/TR2023-034}
- }
- Chen, K., Wichern, G., Germain, F., Le Roux, J., "Pac-HuBERT: Self-Supervised Music Source Separation via Primitive Auditory Clustering and Hidden-Unit BERT", IEEE ICASSP Satellite Workshop on Self-supervision in Audio, Speech and Beyond (SASB), DOI: 10.1109/ICASSPW59220.2023.10193575, May 2023.
BibTeX TR2023-030 PDF- @inproceedings{Chen2023may,
- author = {Chen, Ke and Wichern, Gordon and Germain, Francois and Le Roux, Jonathan},
- title = {Pac-HuBERT: Self-Supervised Music Source Separation via Primitive Auditory Clustering and Hidden-Unit BERT},
- booktitle = {IEEE ICASSP Satellite Workshop on Self-supervision in Audio, Speech and Beyond (SASB)},
- year = 2023,
- month = may,
- doi = {10.1109/ICASSPW59220.2023.10193575},
- isbn = {979-8-3503-0261-5},
- url = {https://www.merl.com/publications/TR2023-030}
- }
- Aralikatti, R., Boeddeker, C., Wichern, G., Subramanian, A.S., Le Roux, J., "Reverberation as Supervision for Speech Separation", IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), DOI: 10.1109/ICASSP49357.2023.10095022, May 2023, pp. 1-5.
BibTeX TR2023-016 PDF- @inproceedings{Aralikatti2023may,
- author = {Aralikatti, Rohith and Boeddeker, Christoph and Wichern, Gordon and Subramanian, Aswin Shanmugam and Le Roux, Jonathan},
- title = {Reverberation as Supervision for Speech Separation},
- booktitle = {IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP)},
- year = 2023,
- pages = {1--5},
- month = may,
- publisher = {IEEE},
- doi = {10.1109/ICASSP49357.2023.10095022},
- url = {https://www.merl.com/publications/TR2023-016}
- }
- 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}
- }
- Bralios, D., Tzinis, E., Wichern, G., Smaragdis, P., Le Roux, J., "Latent Iterative Refinement for Modular Source Separation", IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), DOI: 10.1109/ICASSP49357.2023.10096897, May 2023, pp. 1-5.
BibTeX TR2023-019 PDF- @inproceedings{Bralios2023may,
- author = {Bralios, Dimitrios and Tzinis, Efthymios and Wichern, Gordon and Smaragdis, Paris and Le Roux, Jonathan},
- title = {Latent Iterative Refinement for Modular 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/ICASSP49357.2023.10096897},
- url = {https://www.merl.com/publications/TR2023-019}
- }
- 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}
- }