- Wang, P., Koike-Akino, T., Ma, R., Orlik, P.V., Yamashita, G., Tsujita, W., Nakajima, M., "Learning-Based THz Multi-Layer Imaging for High-Capacity Positioning", International Conference on Infrared, Millimeter, and Terahertz Waves (IRMMW-THz), November 2021.
BibTeX TR2021-098 PDF- @inproceedings{Wang2021nov,
- author = {Wang, Perry and Koike-Akino, Toshiaki and Ma, Rui and Orlik, Philip V. and Yamashita, Genki and Tsujita, Wataru and Nakajima, M.},
- title = {Learning-Based THz Multi-Layer Imaging for High-Capacity Positioning},
- booktitle = {International Conference on Infrared, Millimeter, and Terahertz Waves (IRMMW-THz)},
- year = 2021,
- month = nov,
- url = {https://www.merl.com/publications/TR2021-098}
- }
- Chatterjee, M., Ahuja, N., Cherian, A., "A Hierarchical Variational Neural Uncertainty Model for Stochastic Video Prediction", IEEE International Conference on Computer Vision (ICCV), October 2021.
BibTeX TR2021-096 PDF- @inproceedings{Chatterjee2021oct2,
- author = {Chatterjee, Moitreya and Ahuja, Narendra and Cherian, Anoop},
- title = {A Hierarchical Variational Neural Uncertainty Model for Stochastic Video Prediction},
- booktitle = {IEEE International Conference on Computer Vision (ICCV)},
- year = 2021,
- month = oct,
- url = {https://www.merl.com/publications/TR2021-096}
- }
- Chatterjee, M., Le Roux, J., Ahuja, N., Cherian, A., "Visual Scene Graphs for Audio Source Separation", IEEE International Conference on Computer Vision (ICCV), October 2021.
BibTeX TR2021-095 PDF- @inproceedings{Chatterjee2021oct,
- author = {Chatterjee, Moitreya and Le Roux, Jonathan and Ahuja, Narendra and Cherian, Anoop},
- title = {Visual Scene Graphs for Audio Source Separation},
- booktitle = {IEEE International Conference on Computer Vision (ICCV)},
- year = 2021,
- month = oct,
- url = {https://www.merl.com/publications/TR2021-095}
- }
- Cherian, A., Pais, G., Jain, S., Marks, T.K., Sullivan, A., "InSeGAN: A Generative Approach to Segmenting Identical Instances in Depth Images", IEEE International Conference on Computer Vision (ICCV), October 2021.
BibTeX TR2021-097 PDF- @inproceedings{Cherian2021oct,
- author = {Cherian, Anoop and Pais, Goncalo and Jain, Siddarth and Marks, Tim K. and Sullivan, Alan},
- title = {InSeGAN: A Generative Approach to Segmenting Identical Instances in Depth Images},
- booktitle = {IEEE International Conference on Computer Vision (ICCV)},
- year = 2021,
- month = oct,
- url = {https://www.merl.com/publications/TR2021-097}
- }
- Comas, A., Marks, T.K., Mansour, H., Lohit, S., Ma, Y., Liu, X., "TURNIP: Time-series U-NET with Recurrence for NIR Imaging PPG", IEEE International Conference on Image Processing (ICIP), September 2021.
BibTeX TR2021-099 PDF- @inproceedings{Comas2021sep,
- author = {Comas, Armand and Marks, Tim K. and Mansour, Hassan and Lohit, Suhas and Ma, Yechi and Liu, Xiaoming},
- title = {TURNIP: Time-series U-NET with Recurrence for NIR Imaging PPG},
- booktitle = {IEEE International Conference on Image Processing (ICIP)},
- year = 2021,
- month = sep,
- url = {https://www.merl.com/publications/TR2021-099}
- }
- Koike-Akino, T., Wang, Y., Kojima, K., Parsons, K., Yoshida, T., "Zero-Multiplier Sparse DNN Equalization for Fiber-Optic QAM Systems with Probabilistic Amplitude Shaping", European Conference on Optical Communication (ECOC), September 2021.
BibTeX TR2021-110 PDF- @inproceedings{Koike-Akino2021sep,
- author = {Koike-Akino, Toshiaki and Wang, Ye and Kojima, Keisuke and Parsons, Kieran and Yoshida, Tsuyoshi},
- title = {Zero-Multiplier Sparse DNN Equalization for Fiber-Optic QAM Systems with Probabilistic Amplitude Shaping},
- booktitle = {European Conference on Optical Communication (ECOC)},
- year = 2021,
- month = sep,
- url = {https://www.merl.com/publications/TR2021-110}
- }
- Skvortcov, P., Koike-Akino, T., Millar, D.S., Kojima, K., Parsons, K., "Dual Coding Concatenation for Burst-Error Correction in Probabilistic Amplitude Shapin", European Conference on Optical Communication (ECOC), September 2021.
BibTeX TR2021-111 PDF- @inproceedings{Skvortcov2021sep2,
- author = {Skvortcov, Pavel and Koike-Akino, Toshiaki and Millar, David S. and Kojima, Keisuke and Parsons, Kieran},
- title = {Dual Coding Concatenation for Burst-Error Correction in Probabilistic Amplitude Shapin},
- booktitle = {European Conference on Optical Communication (ECOC)},
- year = 2021,
- month = sep,
- url = {https://www.merl.com/publications/TR2021-111}
- }
- Skvortcov, P., Millar, D.S., Phillips, I., Forysiak, W., Koike-Akino, T., Kojima, K., Parsons, K., "Experimental Analysis of Mismatched Soft-Demapping for Probabilistic Shaping in Short-Reach Nonlinear Transmission", European Conference on Optical Communication (ECOC), September 2021.
BibTeX TR2021-109 PDF- @inproceedings{Skvortcov2021sep,
- author = {Skvortcov, Pavel and Millar, David S. and Phillips, Ian and Forysiak, Wladek and Koike-Akino, Toshiaki and Kojima, Keisuke and Parsons, Kieran},
- title = {Experimental Analysis of Mismatched Soft-Demapping for Probabilistic Shaping in Short-Reach Nonlinear Transmission},
- booktitle = {European Conference on Optical Communication (ECOC)},
- year = 2021,
- month = sep,
- url = {https://www.merl.com/publications/TR2021-109}
- }
- Higuchi, Y., Moritz, N., Le Roux, J., Hori, T., "Momentum Pseudo-Labeling for Semi-Supervised Speech Recognition", Annual Conference of the International Speech Communication Association (Interspeech), DOI: 10.21437/Interspeech.2021-571, September 2021, pp. 726-730.
BibTeX TR2021-103 PDF- @inproceedings{Higuchi2021sep,
- author = {Higuchi, Yosuke and Moritz, Niko and Le Roux, Jonathan and Hori, Takaaki},
- title = {Momentum Pseudo-Labeling for Semi-Supervised Speech Recognition},
- booktitle = {Annual Conference of the International Speech Communication Association (Interspeech)},
- year = 2021,
- pages = {726--730},
- month = sep,
- doi = {10.21437/Interspeech.2021-571},
- url = {https://www.merl.com/publications/TR2021-103}
- }
- Amadio, F., Dalla Libera, A., Carli, R., Romeres, D., "Model-Based Reinforcement Learning Using Monte Carlo Gradient Estimation", Automatica.it, September 2021.
BibTeX TR2021-108 PDF- @inproceedings{Amadio2021sep,
- author = {Amadio, Fabio and Dalla Libera, Alberto and Carli, Ruggero and Romeres, Diego},
- title = {Model-Based Reinforcement Learning Using Monte Carlo Gradient Estimation},
- booktitle = {Automatica.it},
- year = 2021,
- month = sep,
- url = {https://www.merl.com/publications/TR2021-108}
- }
- Haruna, M., Ogino, M., Koike-Akino, T., "Human x Machine Remote Fusion System: Visual Haptics Implementation," Tech. Rep., RSJ 2021 (The Robotics Society of Japan), September 2021.
BibTeX - @techreport{Haruna2021sep,
- author = {Haruna, Masaki and Ogino, Masaki and Koike-Akino, Toshiaki},
- title = {Human x Machine Remote Fusion System: Visual Haptics Implementation},
- institution = {RSJ 2021 (The Robotics Society of Japan)},
- year = 2021,
- month = sep
- }
- Liu, B., Guo, J., Koike-Akino, T., Wang, Y., Kim, K.J., Parsons, K., Orlik, P.V., Hashimoto, S., Yuan, J., "Anomaly Detection and Diagnosis Using Pre-Processing and Time-Delay Autoencoder", IEEE International conference on emerging technologies and factory automation, September 2021.
BibTeX TR2021-107 PDF- @inproceedings{Liu2021sep,
- author = {Liu, Bryan and Guo, Jianlin and Koike-Akino, Toshiaki and Wang, Ye and Kim, Kyeong Jin and Parsons, Kieran and Orlik, Philip V. and Hashimoto, Shigeru and Yuan, Jinhong},
- title = {Anomaly Detection and Diagnosis Using Pre-Processing and Time-Delay Autoencoder},
- booktitle = {IEEE International conference on emerging technologies and factory automation},
- year = 2021,
- month = sep,
- url = {https://www.merl.com/publications/TR2021-107}
- }
- Chakrabarty, A., Maddalena, E., Qiao, H., Laughman, C.R., "Data-driven calibration of physics-informed models of joint building/equipment dynamics using Bayesian optimization", 2021 Building Simulation Conference, September 2021.
BibTeX TR2021-105 PDF Video- @inproceedings{Chakrabarty2021sep,
- author = {Chakrabarty, Ankush and Maddalena, Emilio and Qiao, Hongtao and Laughman, Christopher R.},
- title = {Data-driven calibration of physics-informed models of joint building/equipment dynamics using Bayesian optimization},
- booktitle = {2021 Building Simulation Conference},
- year = 2021,
- month = sep,
- url = {https://www.merl.com/publications/TR2021-105}
- }
- Tanaka, R., Nabi, S., Nonaka, M., "Airflow Optimization for Room Air Conditioners", Building Simulation 2021 Conference, September 2021.
BibTeX TR2021-106 PDF- @inproceedings{Tanaka2021sep,
- author = {Tanaka, Ryuta and Nabi, Saleh and Nonaka, Mio},
- title = {Airflow Optimization for Room Air Conditioners},
- booktitle = {Building Simulation 2021 Conference},
- year = 2021,
- month = sep,
- url = {https://www.merl.com/publications/TR2021-106}
- }
- Chakrabarty, A., Benosman, M., "Safe Learning-based Observers for Unknown Nonlinear Systems using Bayesian Optimization", Automatica, August 2021.
BibTeX TR2021-101 PDF- @article{Chakrabarty2021aug,
- author = {Chakrabarty, Ankush and Benosman, Mouhacine},
- title = {Safe Learning-based Observers for Unknown Nonlinear Systems using Bayesian Optimization},
- journal = {Automatica},
- year = 2021,
- month = aug,
- url = {https://www.merl.com/publications/TR2021-101}
- }
- Qiao, H., Laughman, C.R., "Modeling and Analysis of Pressure Drop Oscillations in Horizontal Boiling Flow", International Refrigeration and Air Conditioning Conference at Purdue, August 2021.
BibTeX TR2021-102 PDF- @inproceedings{Qiao2021aug,
- author = {Qiao, Hongtao and Laughman, Christopher R.},
- title = {Modeling and Analysis of Pressure Drop Oscillations in Horizontal Boiling Flow},
- booktitle = {International Refrigeration and Air Conditioning Conference at Purdue},
- year = 2021,
- month = aug,
- url = {https://www.merl.com/publications/TR2021-102}
- }
- Wang, Z.-Q., Wichern, G., Le Roux, J., "On The Compensation Between Magnitude and Phase in Speech Separation", arXiv, August 2021.
BibTeX arXiv- @article{Wang2021aug3,
- author = {Wang, Zhong-Qiu and Wichern, Gordon and Le Roux, Jonathan},
- title = {On The Compensation Between Magnitude and Phase in Speech Separation},
- journal = {arXiv},
- year = 2021,
- month = aug,
- url = {https://arxiv.org/abs/2108.05470}
- }
- Hori, T., Moritz, N., Hori, C., Le Roux, J., "Advanced Long-context End-to-end Speech Recognition Using Context-expanded Transformers", Annual Conference of the International Speech Communication Association (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 = {Annual Conference of the International Speech Communication Association (Interspeech)},
- year = 2021,
- pages = {2097--2101},
- month = aug,
- doi = {10.21437/Interspeech.2021-1643},
- url = {https://www.merl.com/publications/TR2021-100}
- }
- 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}
- }
- 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}
- }
- Wang, Z.-Q., Wichern, G., Le Roux, J., "Convolutive Prediction for Reverberant Speech Separation", arXiv, August 2021.
BibTeX arXiv- @article{Wang2021aug2,
- author = {Wang, Zhong-Qiu and Wichern, Gordon and Le Roux, Jonathan},
- title = {Convolutive Prediction for Reverberant Speech Separation},
- journal = {arXiv},
- year = 2021,
- month = aug,
- url = {https://arxiv.org/abs/2108.07194}
- }
- Wang, Z.-Q., Wichern, G., Le Roux, J., "Convolutive Prediction for Monaural Speech Dereverberation and Noisy-Reverberant Speaker Separation", arXiv, August 2021.
BibTeX arXiv- @article{Wang2021aug,
- author = {Wang, Zhong-Qiu and Wichern, Gordon and Le Roux, Jonathan},
- title = {Convolutive Prediction for Monaural Speech Dereverberation and Noisy-Reverberant Speaker Separation},
- journal = {arXiv},
- year = 2021,
- month = aug,
- url = {https://arxiv.org/abs/2108.07376}
- }
- Hori, C., Hori, T., Le Roux, J., "Optimizing Latency for Online Video Captioning Using Audio-VisualTransformers", Annual Conference of the International Speech Communication Association (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 = {Annual Conference of the International Speech Communication Association (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", Annual Conference of the International Speech Communication Association (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 = {Annual Conference of the International Speech Communication Association (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), August 2021.
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,
- month = aug,
- url = {https://www.merl.com/publications/TR2021-089}
- }
