Publications

3,734 major publications by members of the MERL staff.


  •  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 Video 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 Video 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}
    • }