- Anantharaman, R., Ma, Y., Gowda, S., Laughman, C.R., Shah, V., Edelman, A., Rackauckas, C., "Accelerating Simulation of Stiff Nonlinear Systems using Continuous-Time Echo State Networks", Advances in Neural Information Processing Systems (NeurIPS), December 2020.
BibTeX TR2020-169 PDF- @inproceedings{Anantharaman2020dec,
- author = {Anantharaman, Ranjan and Ma, Yingbo and Gowda, Shashi and Laughman, Christopher R. and Shah, Viral and Edelman, Alan and Rackauckas, Chris},
- title = {Accelerating Simulation of Stiff Nonlinear Systems using Continuous-Time Echo State Networks},
- booktitle = {Advances in Neural Information Processing Systems (NeurIPS)},
- year = 2020,
- month = dec,
- url = {https://www.merl.com/publications/TR2020-169}
- }
- Wang, P., Koike-Akino, T., Orlik, P.V., "Fingerprinting-Based Indoor Localization with Commercial MMWave WiFi: NLOS Propagation", IEEE Global Communications Conference (GLOBECOM), DOI: 10.1109/GLOBECOM42002.2020.9348144, December 2020.
BibTeX TR2020-159 PDF- @inproceedings{Wang2020dec,
- author = {Wang, Pu and Koike-Akino, Toshiaki and Orlik, Philip V.},
- title = {Fingerprinting-Based Indoor Localization with Commercial MMWave WiFi: NLOS Propagation},
- booktitle = {IEEE Global Communications Conference (GLOBECOM)},
- year = 2020,
- month = dec,
- publisher = {IEEE},
- doi = {10.1109/GLOBECOM42002.2020.9348144},
- issn = {2576-6813},
- isbn = {978-1-7281-8298-8},
- url = {https://www.merl.com/publications/TR2020-159}
- }
- Yu, J., Wang, P., Koike-Akino, T., Wang, Y., Orlik, P.V., "Human Pose and Seat Occupancy Classification with Commercial MMWave WiFi", IEEE Global Communications Conference (GLOBECOM), DOI: 10.1109/GCWkshps50303.2020.9367535, December 2020.
BibTeX TR2020-158 PDF- @inproceedings{Yu2020dec,
- author = {Yu, Jianyuan and Wang, Pu and Koike-Akino, Toshiaki and Wang, Ye and Orlik, Philip V.},
- title = {Human Pose and Seat Occupancy Classification with Commercial MMWave WiFi},
- booktitle = {IEEE Global Communications Conference (GLOBECOM)},
- year = 2020,
- month = dec,
- publisher = {IEEE},
- doi = {10.1109/GCWkshps50303.2020.9367535},
- isbn = {978-1-7281-7307-8},
- url = {https://www.merl.com/publications/TR2020-158}
- }
- Li, M., Chen, S., Zhang, Y., "Graph Cross Networks with Vertex Infomax Pooling", Advances in Neural Information Processing Systems (NeurIPS), December 2020.
BibTeX TR2020-167 PDF- @inproceedings{Li2020dec,
- author = {Li, Maosen and Chen, Siheng and Zhang, Ya},
- title = {Graph Cross Networks with Vertex Infomax Pooling},
- booktitle = {Advances in Neural Information Processing Systems (NeurIPS)},
- year = 2020,
- month = dec,
- url = {https://www.merl.com/publications/TR2020-167}
- }
- Li, M., Chen, S., Chen, X., Zhang, Y., Wang, Y., Tian, Q., "Symbiotic Graph Neural Networks for 3D Skeleton-based Human Action Recognition and Motion Prediction", IEEE Transactions on Pattern Analysis and Machine Intelligence, December 2020.
BibTeX TR2020-166 PDF- @article{Chen2020dec,
- author = {Li, Maosen and Chen, Siheng and Chen, Xu and Zhang, Ya and Wang, Yanfeng and Tian, Qi},
- title = {Symbiotic Graph Neural Networks for 3D Skeleton-based Human Action Recognition and Motion Prediction},
- journal = {IEEE Transactions on Pattern Analysis and Machine Intelligence},
- year = 2020,
- month = dec,
- url = {https://www.merl.com/publications/TR2020-166}
- }
- Chakrabarty, A., Raghunathan, A., Di Cairano, S., Danielson, C., "Active Learning for Estimating Reachable Sets for Systems with Unknown Dynamics", IEEE Transactions on Cybernetics, DOI: 10.1109/TCYB.2020.3000966, December 2020.
BibTeX TR2020-164 PDF- @article{Chakrabarty2020dec,
- author = {Chakrabarty, Ankush and Raghunathan, Arvind and Di Cairano, Stefano and Danielson, Claus},
- title = {Active Learning for Estimating Reachable Sets for Systems with Unknown Dynamics},
- journal = {IEEE Transactions on Cybernetics},
- year = 2020,
- month = dec,
- doi = {10.1109/TCYB.2020.3000966},
- url = {https://www.merl.com/publications/TR2020-164}
- }
- Corcodel, R., Jain, S., van Baar, J., "Interactive Tactile Perception for Classification of Novel Object Instances", IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS), DOI: 10.1109/IROS45743.2020.9341795, November 2020, pp. 9861-9868.
BibTeX TR2020-143 PDF Video- @inproceedings{Corcodel2020nov,
- author = {Corcodel, Radu and Jain, Siddarth and van Baar, Jeroen},
- title = {Interactive Tactile Perception for Classification of Novel Object Instances},
- booktitle = {IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS)},
- year = 2020,
- pages = {9861--9868},
- month = nov,
- publisher = {IEEE},
- doi = {10.1109/IROS45743.2020.9341795},
- url = {https://www.merl.com/publications/TR2020-143}
- }
- Jones, M.J., Ramachandra, B., Vatsavai, R., "A Survey of Single-Scene Video Anomaly Detection", IEEE Transactions on Pattern Analysis and Machine Intelligence, DOI: 10.1109/TPAMI.2020.3040591, Vol. 44, No. 5, pp. 2293-2312, November 2020.
BibTeX TR2021-029 PDF- @article{Jones2020nov,
- author = {Jones, Michael J. and Ramachandra, Bharathkumar and Vatsavai, Ranga},
- title = {A Survey of Single-Scene Video Anomaly Detection},
- journal = {IEEE Transactions on Pattern Analysis and Machine Intelligence},
- year = 2020,
- volume = 44,
- number = 5,
- pages = {2293--2312},
- month = nov,
- doi = {10.1109/TPAMI.2020.3040591},
- url = {https://www.merl.com/publications/TR2021-029}
- }
- Zhang, S., Ye, F., Wang, B., Habetler, T.G., "Few-Shot Bearing Anomaly Detection via Model-Agnostic Meta-Learning", International Conference on Electrical Machines and Systems (ICEMS), DOI: 10.23919/ICEMS50442.2020.9291099, November 2020, pp. 1341-1346.
BibTeX TR2020-151 PDF- @inproceedings{Zhang2020nov2,
- author = {Zhang, Shen and Ye, Fei and Wang, Bingnan and Habetler, Thomas G},
- title = {Few-Shot Bearing Anomaly Detection via Model-Agnostic Meta-Learning},
- booktitle = {2020 23rd International Conference on Electrical Machines and Systems (ICEMS)},
- year = 2020,
- pages = {1341--1346},
- month = nov,
- doi = {10.23919/ICEMS50442.2020.9291099},
- url = {https://www.merl.com/publications/TR2020-151}
- }
- Hori, T., Moritz, N., Hori, C., Le Roux, J., "Transformer-based Long-context End-to-end Speech Recognition", Interspeech, DOI: 10.21437/Interspeech.2020-2928, October 2020, pp. 5011-5015.
BibTeX TR2020-139 PDF Presentation- @inproceedings{Hori2020oct,
- author = {Hori, Takaaki and Moritz, Niko and Hori, Chiori and Le Roux, Jonathan},
- title = {Transformer-based Long-context End-to-end Speech Recognition},
- booktitle = {Interspeech},
- year = 2020,
- pages = {5011--5015},
- month = oct,
- doi = {10.21437/Interspeech.2020-2928},
- issn = {1990-9772},
- url = {https://www.merl.com/publications/TR2020-139}
- }
- Jayashankar, T., Le Roux, J., Moulin, P., "Detecting Audio Attacks on ASR Systems with Dropout Uncertainty", Interspeech, DOI: 10.21437/Interspeech.2020-1846, October 2020, pp. 4671-4675.
BibTeX TR2020-137 PDF Presentation- @inproceedings{Jayashankar2020oct,
- author = {Jayashankar, Tejas and Le Roux, Jonathan and Moulin, Pierre},
- title = {Detecting Audio Attacks on ASR Systems with Dropout Uncertainty},
- booktitle = {Interspeech},
- year = 2020,
- pages = {4671--4675},
- month = oct,
- doi = {10.21437/Interspeech.2020-1846},
- issn = {1990-9772},
- url = {https://www.merl.com/publications/TR2020-137}
- }
- Moritz, N., Wichern, G., Hori, T., Le Roux, J., "All-in-One Transformer: Unifying Speech Recognition, Audio Tagging, and Event Detection", Interspeech, DOI: 10.21437/Interspeech.2020-2757, October 2020, pp. 3112-3116.
BibTeX TR2020-138 PDF Presentation- @inproceedings{Moritz2020oct,
- author = {Moritz, Niko and Wichern, Gordon and Hori, Takaaki and Le Roux, Jonathan},
- title = {All-in-One Transformer: Unifying Speech Recognition, Audio Tagging, and Event Detection},
- booktitle = {Interspeech},
- year = 2020,
- pages = {3112--3116},
- month = oct,
- doi = {10.21437/Interspeech.2020-2757},
- issn = {1990-9772},
- url = {https://www.merl.com/publications/TR2020-138}
- }
- Manilow, E., Wichern, G., Le Roux, J., "Hierarchical Musical Instrument Separation", International Society for Music Information Retrieval (ISMIR) Conference, October 2020, pp. 376-383.
BibTeX TR2020-136 PDF Software- @inproceedings{Manilow2020oct,
- author = {Manilow, Ethan and Wichern, Gordon and Le Roux, Jonathan},
- title = {Hierarchical Musical Instrument Separation},
- booktitle = {International Society for Music Information Retrieval (ISMIR) Conference},
- year = 2020,
- pages = {376--383},
- month = oct,
- isbn = {978-0-9813537-0-8},
- url = {https://www.merl.com/publications/TR2020-136}
- }
- Tang, Y., Kojima, K., Koike-Akino, T., Wang, Y., Wu, P., TaherSima, M., Jha, D.K., Parsons, K., Qi, M., "Generative Deep Learning Model for Inverse Design of Integrated Nanophotonic Devices", Lasers and Photonics Reviews, DOI: 10.1002/lpor.202000287, Vol. 2020, pp. 2000287, October 2020.
BibTeX TR2020-135 PDF- @article{Tang2020oct,
- author = {Tang, Yingheng and Kojima, Keisuke and Koike-Akino, Toshiaki and Wang, Ye and Wu, Pengxiang and TaherSima, Mohammad and Jha, Devesh K. and Parsons, Kieran and Qi, Minghao},
- title = {Generative Deep Learning Model for Inverse Design of Integrated Nanophotonic Devices},
- journal = {Lasers and Photonics Reviews},
- year = 2020,
- volume = 2020,
- pages = 2000287,
- month = oct,
- doi = {10.1002/lpor.202000287},
- url = {https://www.merl.com/publications/TR2020-135}
- }
- Seetharaman, P., Wichern, G., Pardo, B., Le Roux, J., "Autoclip: Adaptive Gradient Clipping For Source Separation Networks", IEEE International Workshop on Machine Learning for Signal Processing (MLSP), DOI: 10.1109/MLSP49062.2020.9231926, September 2020.
BibTeX TR2020-132 PDF- @inproceedings{Seetharaman2020sep,
- author = {Seetharaman, Prem and Wichern, Gordon and Pardo, Bryan and Le Roux, Jonathan},
- title = {Autoclip: Adaptive Gradient Clipping For Source Separation Networks},
- booktitle = {IEEE International Workshop on Machine Learning for Signal Processing (MLSP)},
- year = 2020,
- month = sep,
- publisher = {IEEE},
- doi = {10.1109/MLSP49062.2020.9231926},
- url = {https://www.merl.com/publications/TR2020-132}
- }
- Xia, Y., Wang, P., Berntorp, K., Boufounos, P.T., Orlik, P.V., Svensson, L., Granstrom, K., "Extended Object Tracking with Automotive Radar Using Learned Structural Measurement Model", IEEE Radar Conference (RadarCon), DOI: 10.1109/RadarConf2043947.2020.9266598, September 2020, pp. 1-6.
BibTeX TR2020-131 PDF- @inproceedings{Xia2020sep,
- author = {Xia, Yuxuan and Wang, Pu and Berntorp, Karl and Boufounos, Petros T. and Orlik, Philip V. and Svensson, Lennart and Granstrom, Karl},
- title = {Extended Object Tracking with Automotive Radar Using Learned Structural Measurement Model},
- booktitle = {IEEE Radar Conference (RadarCon)},
- year = 2020,
- pages = {1--6},
- month = sep,
- doi = {10.1109/RadarConf2043947.2020.9266598},
- issn = {2375-5318},
- isbn = {978-1-7281-8943-7},
- url = {https://www.merl.com/publications/TR2020-131}
- }
- Kojima, K., Tang, Y., Koike-Akino, T., Wang, Y., Jha, D.K., Parsons, K., TaherSima, M., Sang, F., Klamkin, J., Qi, M., "Inverse Design of Nanophotonic Devices using Deep Neural Networks", Asia Communications and Photonics Conference (ACP), September 2020, pp. Su1A.1.
BibTeX TR2020-130 PDF Video- @inproceedings{Kojima2020sep,
- author = {Kojima, Keisuke and Tang, Yingheng and Koike-Akino, Toshiaki and Wang, Ye and Jha, Devesh K. and Parsons, Kieran and TaherSima, Mohammad and Sang, Fengqiao and Klamkin, Jonathan and Qi, Minghao},
- title = {Inverse Design of Nanophotonic Devices using Deep Neural Networks},
- booktitle = {Asia Communications and Photonics Conference (ACP)},
- year = 2020,
- pages = {Su1A.1},
- month = sep,
- publisher = {Optical Society of America},
- isbn = {978-1-943580-82-8},
- url = {https://www.merl.com/publications/TR2020-130}
- }
- Han, M., Ozdenizci, O., Wang, Y., Koike-Akino, T., Erdogmus, D., "Disentangled Adversarial Autoencoder for Subject-Invariant Physiological Feature Extraction", IEEE Signal Processing Letters, DOI: 10.1109/LSP.2020.3020215, Vol. 27, pp. 1565-1569, September 2020.
BibTeX TR2020-128 PDF- @article{Han2020sep,
- author = {Han, Mo and Ozdenizci, Ozan and Wang, Ye and Koike-Akino, Toshiaki and Erdogmus, Deniz},
- title = {Disentangled Adversarial Autoencoder for Subject-Invariant Physiological Feature Extraction},
- journal = {IEEE Signal Processing Letters},
- year = 2020,
- volume = 27,
- pages = {1565--1569},
- month = sep,
- doi = {10.1109/LSP.2020.3020215},
- issn = {1558-2361},
- url = {https://www.merl.com/publications/TR2020-128}
- }
- Pishdadian, F., Wichern, G., Le Roux, J., "Finding Strength in Weakness: Learning to Separate Sounds with Weak Supervision", IEEE/ACM Transactions on Audio, Speech, and Language Processing, DOI: 10.1109/TASLP.2020.3013105, Vol. 28, pp. 2386-2399, September 2020.
BibTeX TR2020-126 PDF- @article{Pishdadian2020sep,
- author = {Pishdadian, Fatemeh and Wichern, Gordon and Le Roux, Jonathan},
- title = {Finding Strength in Weakness: Learning to Separate Sounds with Weak Supervision},
- journal = {IEEE/ACM Transactions on Audio, Speech, and Language Processing},
- year = 2020,
- volume = 28,
- pages = {2386--2399},
- month = sep,
- doi = {10.1109/TASLP.2020.3013105},
- url = {https://www.merl.com/publications/TR2020-126}
- }
- Chakrabarty, A., Danielson, C., Wang, Y., "Data-Driven Optimal Tracking with Constrained Approximate Dynamic Programming for Servomotor Systems", IEEE Conference on Control Technology and Applications, DOI: 10.1109/CCTA41146.2020.9206315, August 2020, pp. 352-357.
BibTeX TR2020-116 PDF- @inproceedings{Chakrabarty2020aug,
- author = {Chakrabarty, Ankush and Danielson, Claus and Wang, Yebin},
- title = {Data-Driven Optimal Tracking with Constrained Approximate Dynamic Programming for Servomotor Systems},
- booktitle = {IEEE Conference on Control Technology and Applications},
- year = 2020,
- pages = {352--357},
- month = aug,
- publisher = {IEEE},
- doi = {10.1109/CCTA41146.2020.9206315},
- url = {https://www.merl.com/publications/TR2020-116}
- }
- Cherian, A., Chatterjee, M., Ahuja, N., "Sound2Sight: Generating Visual Dynamics from Sound and Context", European Conference on Computer Vision (ECCV), Vedaldi, A. and Bischof, H. and Brox, Th. and Frahm, J.-M., Eds., August 2020.
BibTeX TR2020-121 PDF Software- @inproceedings{Cherian2020aug,
- author = {Cherian, Anoop and Chatterjee, Moitreya and Ahuja, Narendra},
- title = {Sound2Sight: Generating Visual Dynamics from Sound and Context},
- booktitle = {European Conference on Computer Vision (ECCV)},
- year = 2020,
- editor = {Vedaldi, A. and Bischof, H. and Brox, Th. and Frahm, J.-M.},
- month = aug,
- publisher = {Springer},
- url = {https://www.merl.com/publications/TR2020-121}
- }
- Han, M., Ozdenizci, O., Wang, Y., Koike-Akino, T., Erdogmus, D., "Disentangled Adversarial Transfer Learning for Physiological Biosignals", International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), DOI: 10.1109/EMBC44109.2020.9175233, July 2020.
BibTeX TR2020-109 PDF Video Presentation- @inproceedings{Han2020jul,
- author = {Han, Mo and Ozdenizci, Ozan and Wang, Ye and Koike-Akino, Toshiaki and Erdogmus, Deniz},
- title = {Disentangled Adversarial Transfer Learning for Physiological Biosignals},
- booktitle = {International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC)},
- year = 2020,
- month = jul,
- publisher = {IEEE},
- doi = {10.1109/EMBC44109.2020.9175233},
- issn = {1558-4615},
- isbn = {978-1-7281-1990-8},
- url = {https://www.merl.com/publications/TR2020-109}
- }
- Seetharaman, P., Wichern, G., Le Roux, J., Pardo, B., "Bootstrapping Unsupervised Deep Music Separation from Primitive Auditory Grouping Principles", ICML 2020 Workshop on Self-supervision in Audio and Speech, July 2020.
BibTeX TR2020-111 PDF- @inproceedings{Seetharaman2020jul,
- author = {Seetharaman, Prem and Wichern, Gordon and Le Roux, Jonathan and Pardo, Bryan},
- title = {Bootstrapping Unsupervised Deep Music Separation from Primitive Auditory Grouping Principles},
- booktitle = {ICML 2020 Workshop on Self-supervision in Audio and Speech},
- year = 2020,
- month = jul,
- url = {https://www.merl.com/publications/TR2020-111}
- }
- Tsiligkaridis, A., Zhang, J., Taguchi, H., Nikovski, D.N., "Personalized Destination Prediction Using Transformers in a Contextless Data Setting", IEEE World Congress on Computational Intelligence (WCCI), DOI: 10.1109/IJCNN48605.2020.9207514, July 2020.
BibTeX TR2020-112 PDF- @inproceedings{Tsiligkaridis2020jul,
- author = {Tsiligkaridis, Athanasios and Zhang, Jing and Taguchi, Hiroshi and Nikovski, Daniel N.},
- title = {Personalized Destination Prediction Using Transformers in a Contextless Data Setting},
- booktitle = {2020 International Joint Conference on Neural Networks (IJCNN)},
- year = 2020,
- month = jul,
- doi = {10.1109/IJCNN48605.2020.9207514},
- url = {https://www.merl.com/publications/TR2020-112}
- }
- Chakrabarty, A., Jha, D.K., Buzzard, G.T., Wang, Y., Vamvoudakis, K., "Safe Approximate Dynamic Programming via Kernelized Lipschitz Estimation", IEEE Transactions on Neural Networks and Learning Systems, DOI: 10.1109/TNNLS.2020.2978805, July 2020.
BibTeX TR2020-108 PDF- @article{Chakrabarty2020jul2,
- author = {Chakrabarty, Ankush and Jha, Devesh K. and Buzzard, Gregery T. and Wang, Yebin and Vamvoudakis, Kyriakos},
- title = {Safe Approximate Dynamic Programming via Kernelized Lipschitz Estimation},
- journal = {IEEE Transactions on Neural Networks and Learning Systems},
- year = 2020,
- month = jul,
- doi = {10.1109/TNNLS.2020.2978805},
- url = {https://www.merl.com/publications/TR2020-108}
- }