- Koike-Akino, T., Wang, Y., "Evolution of Polar Coding", IEEE International Symposium on Topics in Coding (ISTC), August 2021.
BibTeX TR2021-104 PDF- @inproceedings{Koike-Akino2021aug,
- author = {Koike-Akino, Toshiaki and Wang, Ye},
- title = {Evolution of Polar Coding},
- booktitle = {IEEE International Symposium on Topics in Coding (ISTC)},
- year = 2021,
- month = aug,
- url = {https://www.merl.com/publications/TR2021-104}
- }
- Hori, T., Moritz, N., Hori, C., Le Roux, J., "Advanced Long-context End-to-end Speech Recognition Using Context-expanded Transformers", Interspeech, DOI: 10.21437/Interspeech.2021-1643, August 2021, pp. 2097-2101.
BibTeX TR2021-100 PDF- @inproceedings{Hori2021aug3,
- author = {Hori, Takaaki and Moritz, Niko and Hori, Chiori and Le Roux, Jonathan},
- title = {Advanced Long-context End-to-end Speech Recognition Using Context-expanded Transformers},
- booktitle = {Interspeech},
- year = 2021,
- pages = {2097--2101},
- month = aug,
- doi = {10.21437/Interspeech.2021-1643},
- url = {https://www.merl.com/publications/TR2021-100}
- }
- Jain, S., Corcodel, R., van Baar, J., "Visual 3D Perception for Interactive Robotic Tactile Data Acquisition", IEEE International Conference on Automation Science and Engineering (CASE 2021), August 2021.
BibTeX TR2021-092 PDF- @inproceedings{Jain2021aug,
- author = {Jain, Siddarth and Corcodel, Radu and van Baar, Jeroen},
- title = {Visual 3D Perception for Interactive Robotic Tactile Data Acquisition},
- booktitle = {2021 IEEE International Conference on Automation Science and Engineering (CASE)},
- year = 2021,
- month = aug,
- url = {https://www.merl.com/publications/TR2021-092}
- }
- Hori, C., Hori, T., Le Roux, J., "Optimizing Latency for Online Video Captioning Using Audio-VisualTransformers", Interspeech, DOI: 10.21437/Interspeech.2021-1975, August 2021, pp. 586–590.
BibTeX TR2021-093 PDF- @inproceedings{Hori2021aug2,
- author = {Hori, Chiori and Hori, Takaaki and Le Roux, Jonathan},
- title = {Optimizing Latency for Online Video Captioning Using Audio-VisualTransformers},
- booktitle = {Interspeech},
- year = 2021,
- pages = {586–590},
- month = aug,
- publisher = {ISCA},
- doi = {10.21437/Interspeech.2021-1975},
- url = {https://www.merl.com/publications/TR2021-093}
- }
- Moritz, N., Hori, T., Le Roux, J., "Dual Causal/Non-Causal Self-Attention for Streaming End-to-End Speech Recognition", Interspeech, DOI: 10.21437/Interspeech.2021-1693, August 2021, pp. 1822-1826.
BibTeX TR2021-094 PDF- @inproceedings{Moritz2021aug,
- author = {Moritz, Niko and Hori, Takaaki and Le Roux, Jonathan},
- title = {Dual Causal/Non-Causal Self-Attention for Streaming End-to-End Speech Recognition},
- booktitle = {Interspeech},
- year = 2021,
- pages = {1822--1826},
- month = aug,
- doi = {10.21437/Interspeech.2021-1693},
- url = {https://www.merl.com/publications/TR2021-094}
- }
- Ravikumar, S., Quirynen, R., Bhagat, A., Zeino, E., Di Cairano, S., "Mixed-integer Programming for Centralized Coordination of Connected and Automated Vehicles in Dynamic Environment", IEEE Conference on Control Technology and Applications (CCTA), DOI: 10.1109/CCTA48906.2021.9658675, August 2021, pp. 814-819.
BibTeX TR2021-089 PDF- @inproceedings{Ravikumar2021aug,
- author = {Ravikumar, Shreejith and Quirynen, Rien and Bhagat, Akshay and Zeino, Eyad and Di Cairano, Stefano},
- title = {Mixed-integer Programming for Centralized Coordination of Connected and Automated Vehicles in Dynamic Environment},
- booktitle = {IEEE Conference on Control Technology and Applications (CCTA)},
- year = 2021,
- pages = {814--819},
- month = aug,
- doi = {10.1109/CCTA48906.2021.9658675},
- url = {https://www.merl.com/publications/TR2021-089}
- }
- Greiff, M., Berntorp, K., Di Cairano, S., Kim, K.J., "Mixed-Integer Linear Regression Kalman Filters for GNSS Positioning", IEEE Conference on Control Technology and Applications (CCTA), DOI: 10.1109/CCTA48906.2021.9659142, August 2021.
BibTeX TR2021-090 PDF- @inproceedings{Greiff2021aug,
- author = {Greiff, Marcus and Berntorp, Karl and Di Cairano, Stefano and Kim, Kyeong Jin},
- title = {Mixed-Integer Linear Regression Kalman Filters for GNSS Positioning},
- booktitle = {IEEE Conference on Control Technology and Applications (CCTA)},
- year = 2021,
- month = aug,
- doi = {10.1109/CCTA48906.2021.9659142},
- url = {https://www.merl.com/publications/TR2021-090}
- }
- Menner, M., Berntorp, K., Di Cairano, S., "A Kalman Filter for Online Calibration of Optimal Controllers", IEEE Conference on Control Technology and Applications (CCTA), DOI: 10.1109/CCTA48906.2021.9658684, August 2021, pp. 441-446.
BibTeX TR2021-091 PDF- @inproceedings{Menner2021aug,
- author = {Menner, Marcel and Berntorp, Karl and Di Cairano, Stefano},
- title = {A Kalman Filter for Online Calibration of Optimal Controllers},
- booktitle = {IEEE Conference on Control Technology and Applications (CCTA)},
- year = 2021,
- pages = {441--446},
- month = aug,
- doi = {10.1109/CCTA48906.2021.9658684},
- url = {https://www.merl.com/publications/TR2021-091}
- }
- Solomon, E., Yerazunis, W.S., "Robotic Applications of Mechanical Metamaterials Produced Using SLA 3D Printing: Cthulhu-Morphic Grippers", Solid Freeform Fabrication Symposium, DOI: 10.26153/tsw/17539, August 2021.
BibTeX TR2021-088 PDF- @inproceedings{Solomon2021aug,
- author = {Solomon, E. and Yerazunis, William S.},
- title = {Robotic Applications of Mechanical Metamaterials Produced Using SLA 3D Printing: Cthulhu-Morphic Grippers},
- booktitle = {Solid Freeform Fabrication Symposium},
- year = 2021,
- month = aug,
- doi = {10.26153/tsw/17539},
- url = {https://www.merl.com/publications/TR2021-088}
- }
- Wang, S., Sun, H., Kim, K.J., Guo, J., Nikovski, D.N., "Solving Bernoulli Bandit Problems for Weather-relative Overhead Distribution Line Failures Forecasting", IEEE PES GM, DOI: 10.1109/PESGM46819.2021.9638153, July 2021.
BibTeX TR2021-087 PDF- @inproceedings{Wang2021jul2,
- author = {Wang, Shengyi and Sun, Hongbo and Kim, Kyeong Jin and Guo, Jianlin and Nikovski, Daniel N.},
- title = {Solving Bernoulli Bandit Problems for Weather-relative Overhead Distribution Line Failures Forecasting},
- booktitle = {IEEE PES GM},
- year = 2021,
- month = jul,
- doi = {10.1109/PESGM46819.2021.9638153},
- url = {https://www.merl.com/publications/TR2021-087}
- }
- Kojima, K., Koike-Akino, T., Tang, Y., Wang, Y., "Inverse design for integrated photonics using deep neural network", Integrated Photonics Research, Silicon and Nanophotonics (IPR), DOI: 10.1364/IPRSN.2021.IF3A.6, July 2021.
BibTeX TR2021-061 PDF- @inproceedings{Kojima2021jul,
- author = {Kojima, Keisuke and Koike-Akino, Toshiaki and Tang, Yingheng and Wang, Ye},
- title = {Inverse design for integrated photonics using deep neural network},
- booktitle = {Integrated Photonics Research, Silicon and Nanophotonics (IPR)},
- year = 2021,
- month = jul,
- doi = {10.1364/IPRSN.2021.IF3A.6},
- url = {https://www.merl.com/publications/TR2021-061}
- }
- Chakrabarty, A., Wichern, G., Laughman, C.R., "ANP-BBO: Attentive Neural Processes and Batch Bayesian Optimization for Scalable Calibration of Physics-Informed Digital Twins", International Conference on Machine Learning (ICML), July 2021.
BibTeX TR2021-086 PDF- @inproceedings{Chakrabarty2021jul,
- author = {Chakrabarty, Ankush and Wichern, Gordon and Laughman, Christopher R.},
- title = {ANP-BBO: Attentive Neural Processes and Batch Bayesian Optimization for Scalable Calibration of Physics-Informed Digital Twins},
- booktitle = {International Conference on Machine Learning (ICML)},
- year = 2021,
- month = jul,
- url = {https://www.merl.com/publications/TR2021-086}
- }
- Wang, Y., Aeron, S., Rakin, A.S., Koike-Akino, T., Moulin, P., "Robust Machine Learning via Privacy/Rate-Distortion Theory", IEEE International Symposium on Information Theory (ISIT), DOI: 10.1109/ISIT45174.2021.9517751, July 2021.
BibTeX TR2021-082 PDF Video Presentation- @inproceedings{Wang2021jul,
- author = {Wang, Ye and Aeron, Shuchin and Rakin, Adnan S and Koike-Akino, Toshiaki and Moulin, Pierre},
- title = {Robust Machine Learning via Privacy/Rate-Distortion Theory},
- booktitle = {IEEE International Symposium on Information Theory (ISIT)},
- year = 2021,
- month = jul,
- publisher = {IEEE},
- doi = {10.1109/ISIT45174.2021.9517751},
- isbn = {978-1-5386-8210-4},
- url = {https://www.merl.com/publications/TR2021-082}
- }
- Zeng, T., Guo, J., Kim, K.J., Parsons, K., Orlik, P.V., Di Cairano, S., Saad, W., "Multi-Task Federated Learning for Traffic Prediction and Its Application to Route Planning", IEEE Intelligent Vehicles Symposium, July 2021.
BibTeX TR2021-083 PDF Video- @inproceedings{Zeng2021jul,
- author = {Zeng, Tengchan and Guo, Jianlin and Kim, Kyeong Jin and Parsons, Kieran and Orlik, Philip V. and Di Cairano, Stefano and Saad, Walid},
- title = {Multi-Task Federated Learning for Traffic Prediction and Its Application to Route Planning},
- booktitle = {IEEE Intelligent Vehicles Symposium},
- year = 2021,
- month = jul,
- url = {https://www.merl.com/publications/TR2021-083}
- }
- Quirynen, R., Berntorp, K., "Uncertainty Propagation by Linear Regression Kalman Filters for Stochastic NMPC", IFAC Conference on Nonlinear Model Predictive Control, DOI: 10.1016/j.ifacol.2021.08.527, July 2021, pp. 76-82.
BibTeX TR2021-084 PDF- @inproceedings{Quirynen2021jul,
- author = {Quirynen, Rien and Berntorp, Karl},
- title = {Uncertainty Propagation by Linear Regression Kalman Filters for Stochastic NMPC},
- booktitle = {IFAC Conference on Nonlinear Model Predictive Control},
- year = 2021,
- pages = {76--82},
- month = jul,
- doi = {10.1016/j.ifacol.2021.08.527},
- url = {https://www.merl.com/publications/TR2021-084}
- }
- Koike-Akino, T., Wang, Y., "Protograph-Based Design for QC Polar Codes", IEEE International Symposium on Information Theory (ISIT), DOI: 10.1109/ISIT45174.2021.9517868, July 2021.
BibTeX TR2021-080 PDF Video Presentation- @inproceedings{Koike-Akino2021jul,
- author = {Koike-Akino, Toshiaki and Wang, Ye},
- title = {Protograph-Based Design for QC Polar Codes},
- booktitle = {IEEE International Symposium on Information Theory (ISIT)},
- year = 2021,
- month = jul,
- publisher = {IEEE},
- doi = {10.1109/ISIT45174.2021.9517868},
- isbn = {978-1-5386-8209-8},
- url = {https://www.merl.com/publications/TR2021-080}
- }
- Li, K., Yagyu, E., Sato, H., Teo, K.H., Rakheja, S., "Compact modeling of gate leakage phenomenon in GaN HEMTs", IEEE Transactions on Electron Devices, DOI: 10.23919/SISPAD49475.2020.9241666, June 2021.
BibTeX TR2021-079 PDF- @article{Li2021jun,
- author = {Li, Kexin and Yagyu, Eiji and Sato, Hisashi and Teo, Koon Hoo and Rakheja, Shaloo},
- title = {Compact modeling of gate leakage phenomenon in GaN HEMTs},
- journal = {IEEE Transactions on Electron Devices},
- year = 2021,
- month = jun,
- doi = {10.23919/SISPAD49475.2020.9241666},
- url = {https://www.merl.com/publications/TR2021-079}
- }
- Cherian, A., Wang, J., "Generalized One-Class Learning Using Pairs of Complementary Classifiers", IEEE Transactions on Pattern Analysis and Machine Intelligence, DOI: 10.1109/TPAMI.2021.3092999, June 2021.
BibTeX TR2021-076 PDF Software- @article{Cherian2021jun,
- author = {Cherian, Anoop and Wang, Jue},
- title = {Generalized One-Class Learning Using Pairs of Complementary Classifiers},
- journal = {IEEE Transactions on Pattern Analysis and Machine Intelligence},
- year = 2021,
- month = jun,
- doi = {10.1109/TPAMI.2021.3092999},
- url = {https://www.merl.com/publications/TR2021-076}
- }
- Haruna, M., Ogino, M., Koike-Akino, T., "Development of Remote Manipulation System with Visual Haptics" in Technical Information Institute, June 2021.
BibTeX - @incollection{Haruna2021jun,
- author = {Haruna, Masaki and Ogino, Masaki and Koike-Akino, Toshiaki},
- title = {Development of Remote Manipulation System with Visual Haptics},
- booktitle = {Technical Information Institute},
- year = 2021,
- month = jun
- }
- Dalla Libera, A., Amadio, F., Nikovski, D.N., Carli, R., Romeres, D., "Control of Mechanical Systems via Feedback Linearization Based on Black-Box Gaussian Process Models", European Control Conference (ECC), DOI: 10.23919/ECC54610.2021.9654429, June 2021.
BibTeX TR2021-068 PDF- @inproceedings{DallaLibera2021jun,
- author = {Dalla Libera, Alberto and Amadio, Fabio and Nikovski, Daniel N. and Carli, Ruggero and Romeres, Diego},
- title = {Control of Mechanical Systems via Feedback Linearization Based on Black-Box Gaussian Process Models},
- booktitle = {European Control Conference (ECC)},
- year = 2021,
- month = jun,
- publisher = {IEEE},
- doi = {10.23919/ECC54610.2021.9654429},
- isbn = {978-9-4638-4236-5},
- url = {https://www.merl.com/publications/TR2021-068}
- }
- Zhang, S., Ye, F., Wang, B., Habetler, T.G., "Few-Shot Bearing Fault Diagnosis Based on Model-Agnostic Meta-Learning", IEEE Transactions on Industry Applications, DOI: 10.1109/TIA.2021.3091958, June 2021.
BibTeX TR2021-081 PDF- @article{Zhang2021jun,
- author = {Zhang, Shen and Ye, Fei and Wang, Bingnan and Habetler, Thomas G},
- title = {Few-Shot Bearing Fault Diagnosis Based on Model-Agnostic Meta-Learning},
- journal = {IEEE Transactions on Industry Applications},
- year = 2021,
- month = jun,
- doi = {10.1109/TIA.2021.3091958},
- url = {https://www.merl.com/publications/TR2021-081}
- }
- Hori, C., "Human Perspective Scene Understanding via Multimodal Sensing," Tech. Rep. TR2022-151, Audio-Visual Scene Understanding Tutorial at CVPR 2021, June 2021.
BibTeX TR2022-151 PDF Video- @techreport{Hori2021jun,
- author = {Hori, Chiori},
- title = {Human Perspective Scene Understanding via Multimodal Sensing},
- institution = {Mitsubishi Electric Research Laboratories},
- year = 2021,
- month = jun,
- url = {https://www.merl.com/publications/TR2022-151}
- }
- Fujihashi, T., Koike-Akino, T., Chen, S., Watanabe, T., "Wireless 3D Point Cloud Delivery Using Deep Graph Neural Networks", IEEE International Conference on Communications (ICC), DOI: 10.1109/ICC42927.2021.9500925, June 2021.
BibTeX TR2021-066 PDF Presentation- @inproceedings{Fujihashi2021jun,
- author = {Fujihashi, Takuya and Koike-Akino, Toshiaki and Chen, Siheng and Watanabe, Takashi},
- title = {Wireless 3D Point Cloud Delivery Using Deep Graph Neural Networks},
- booktitle = {IEEE International Conference on Communications (ICC)},
- year = 2021,
- month = jun,
- publisher = {IEEE},
- doi = {10.1109/ICC42927.2021.9500925},
- issn = {1938-1883},
- isbn = {978-1-7281-7122-7},
- url = {https://www.merl.com/publications/TR2021-066}
- }
- Kim, K.J., Guo, J., Orlik, P.V., Nagai, Y., Poor, H.V., "A Cluster-Based Transmit Diversity Scheme for Asynchronous Joint Transmissions in Private Networks", IEEE International Conference on Communications (ICC), DOI: 10.1109/ICC42927.2021.9500522, June 2021, pp. 1-6.
BibTeX TR2021-075 PDF- @inproceedings{Kim2021jun,
- author = {Kim, Kyeong Jin and Guo, Jianlin and Orlik, Philip V. and Nagai, Yukimasa and Poor, H. Vincent},
- title = {A Cluster-Based Transmit Diversity Scheme for Asynchronous Joint Transmissions in Private Networks},
- booktitle = {IEEE International Conference on Communications (ICC)},
- year = 2021,
- pages = {1--6},
- month = jun,
- publisher = {IEEE},
- doi = {10.1109/ICC42927.2021.9500522},
- url = {https://www.merl.com/publications/TR2021-075}
- }
- Raychaudhuri, D.S., van Baar, J., Paul, S., Roy-Chowdhury, A.K., "Cross-domain Imitation from Observations", International Conference on Machine Learning (ICML), June 2021.
BibTeX TR2021-074 PDF- @inproceedings{Raychaudhuri2021jun,
- author = {Raychaudhuri, Dripta S. and van Baar, Jeroen and Paul, Sujoy and Roy-Chowdhury, Amit K.},
- title = {Cross-domain Imitation from Observations},
- booktitle = {International Conference on Machine Learning (ICML)},
- year = 2021,
- month = jun,
- url = {https://www.merl.com/publications/TR2021-074}
- }