Publications

534 / 3,599 publications found.


  •  Cherian, A., Jain, S., Marks, T.K., Sullivan, A., "Discriminative 3D Shape Modeling for Few-Shot Instance Segmentation", IEEE International Conference on Robotics and Automation (ICRA), DOI: 10.1109/​ICRA48891.2023.10160644, May 2023, pp. 9296-9302.
    BibTeX TR2023-010 PDF Presentation
    • @inproceedings{Cherian2023may,
    • author = {Cherian, Anoop and Jain, Siddarth and Marks, Tim K. and Sullivan, Alan},
    • title = {Discriminative 3D Shape Modeling for Few-Shot Instance Segmentation},
    • booktitle = {IEEE International Conference on Robotics and Automation (ICRA)},
    • year = 2023,
    • pages = {9296--9302},
    • month = may,
    • publisher = {IEEE},
    • doi = {10.1109/ICRA48891.2023.10160644},
    • url = {https://www.merl.com/publications/TR2023-010}
    • }
  •  Haruna, M., Ogino, M., Tagashira, S., Kashiwa, M., Morita, S., Koike-Akino, T., Imai, K., Zuho, T., Makita, M., Takahashi, Y., "Avatar Technologies of Team LAST MILE Toward Mobile Smart Device Operation Service", IEEE International Conference on Robotics and Automation (ICRA), May 2023.
    BibTeX TR2023-047 PDF
    • @inproceedings{Haruna2023may,
    • author = {Haruna, Masaki and Ogino, Masaki and Tagashira, Shigeaki and Kashiwa, Munetaka and Morita, Susumu and Koike-Akino, Toshiaki and Imai, Kota and Zuho, Tiancheng and Makita, Masashi and Takahashi, Yasutake},
    • title = {Avatar Technologies of Team LAST MILE Toward Mobile Smart Device Operation Service},
    • booktitle = {IEEE International Conference on Robotics and Automation (ICRA)},
    • year = 2023,
    • month = may,
    • url = {https://www.merl.com/publications/TR2023-047}
    • }
  •  Wang, X., Kim, K.J., Wang, Y., Koike-Akino, T., Parsons, K., "DeepEAD: Explainable Anomaly Detection from System Logs", IEEE International Conference on Communications (ICC), DOI: 10.1109/​ICC45041.2023.10279563, May 2023.
    BibTeX TR2023-050 PDF
    • @inproceedings{Wang2023may,
    • author = {Wang, Xinda and Kim, Kyeong Jin and Wang, Ye and Koike-Akino, Toshiaki and Parsons, Kieran},
    • title = {DeepEAD: Explainable Anomaly Detection from System Logs},
    • booktitle = {IEEE International Conference on Communications (ICC)},
    • year = 2023,
    • month = may,
    • publisher = {IEEE},
    • doi = {10.1109/ICC45041.2023.10279563},
    • issn = {1938-1883},
    • isbn = {978-1-5386-7462-8},
    • url = {https://www.merl.com/publications/TR2023-050}
    • }
  •  Kim, K.J., Vinod, A.P., Guo, J., Deshpande, V.M., Parsons, K., "Spectrum Sharing-inspired Safe Motion Planning", IEEE International Conference on Communications Workshops (ICC), May 2023.
    BibTeX TR2023-049 PDF
    • @inproceedings{Kim2023may2,
    • author = {Kim, Kyeong Jin and Vinod, Abraham P. and Guo, Jianlin and Deshpande, Vedang M. and Parsons, Kieran},
    • title = {Spectrum Sharing-inspired Safe Motion Planning},
    • booktitle = {IEEE International Conference on Communications Workshops (ICC)},
    • year = 2023,
    • month = may,
    • url = {https://www.merl.com/publications/TR2023-049}
    • }
  •  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}
    • }
  •  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}
    • }
  •  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}
    • }
  •  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}
    • }
  •  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}
    • }
  •  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}
    • }
  •  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}
    • }
  •  Aich, A., Peng, K.-C., Roy-Chowdhury, A.K., "Cross-Domain Video Anomaly Detection without Target Domain Adaptation", IEEE Winter Conference on Applications of Computer Vision (WACV), Crandall, D. and Gong, B. and Lee, Y. J. and Souvenir, R. and Yu, S., Eds., DOI: 10.1109/​WACV56688.2023.00261, January 2023, pp. 2578-2590.
    BibTeX TR2023-001 PDF Video Presentation
    • @inproceedings{Aich2023jan,
    • author = {Aich, Abhishek and Peng, Kuan-Chuan and Roy-Chowdhury, Amit K.},
    • title = {Cross-Domain Video Anomaly Detection without Target Domain Adaptation},
    • booktitle = {IEEE Winter Conference on Applications of Computer Vision (WACV)},
    • year = 2023,
    • editor = {Crandall, D. and Gong, B. and Lee, Y. J. and Souvenir, R. and Yu, S.},
    • pages = {2578--2590},
    • month = jan,
    • publisher = {IEEE},
    • doi = {10.1109/WACV56688.2023.00261},
    • issn = {2642-9381},
    • isbn = {978-1-6654-9346-8},
    • url = {https://www.merl.com/publications/TR2023-001}
    • }
  •  Wang, B., Albader, M., Inoue, H., Kanemaru, M., "Induction Motor Eccentricity Fault Analysis and Quantification with Modified Winding Function based Model", International Conference on Electrical Machines and Systems (ICEMS), DOI: 10.1109/​ICEMS56177.2022.9983377, December 2022, pp. 1-6.
    BibTeX TR2022-153 PDF
    • @inproceedings{Wang2022dec,
    • author = {Wang, Bingnan and Albader, Mesaad and Inoue, Hiroshi and Kanemaru, Makoto},
    • title = {Induction Motor Eccentricity Fault Analysis and Quantification with Modified Winding Function based Model},
    • booktitle = {International Conference on Electrical Machines and Systems (ICEMS)},
    • year = 2022,
    • pages = {1--6},
    • month = dec,
    • doi = {10.1109/ICEMS56177.2022.9983377},
    • url = {https://www.merl.com/publications/TR2022-153}
    • }
  •  Bhattacharya, C., Chakrabarty, A., Laughman, C.R., Qiao, H., "https://iwww.merl.com/TR/camready-4505.pdf", Modeling, Estimation and Control Conference, DOI: 10.1016/​j.ifacol.2022.11.168, December 2022, pp. 99-106.
    BibTeX TR2022-170 PDF
    • @inproceedings{Bhattacharya2022dec,
    • author = {Bhattacharya, Chandrachur and Chakrabarty, Ankush and Laughman, Christopher R. and Qiao, Hongtao},
    • title = {https://iwww.merl.com/TR/camready-4505.pdf},
    • booktitle = {Modeling, Estimation and Control Conference},
    • year = 2022,
    • pages = {99--106},
    • month = dec,
    • doi = {10.1016/j.ifacol.2022.11.168},
    • url = {https://www.merl.com/publications/TR2022-170}
    • }