- Okamoto, K., Berntorp, K., Di Cairano, S., "Driver Intention-based Vehicle Threat Assessment using Random Forests and Particle Filtering", World Congress of the International Federation of Automatic Control (IFAC), DOI: 10.1016/j.ifacol.2017.08.2231, July 2017, vol. 50, pp. 13860-13865.
BibTeX TR2017-090 PDF- @inproceedings{Okamoto2017jul,
- author = {Okamoto, Kazuhide and Berntorp, Karl and Di Cairano, Stefano},
- title = {Driver Intention-based Vehicle Threat Assessment using Random Forests and Particle Filtering},
- booktitle = {World Congress of the International Federation of Automatic Control (IFAC)},
- year = 2017,
- volume = 50,
- number = 1,
- pages = {13860--13865},
- month = jul,
- publisher = {Elsevier},
- doi = {10.1016/j.ifacol.2017.08.2231},
- url = {https://www.merl.com/publications/TR2017-090}
- }
- Farahmand, A.-M., Benosman, M., "Towards Stability in Learning-based Control: A Bayesian Optimization-based Adaptive Controller", The Multi-disciplinary Conference on Reinforcement Learning and Decision Making, June 2017.
BibTeX TR2017-075 PDF- @inproceedings{Farahmand2017jun,
- author = {Farahmand, Amir-massoud and Benosman, Mouhacine},
- title = {Towards Stability in Learning-based Control: A Bayesian Optimization-based Adaptive Controller},
- booktitle = {The Multi-disciplinary Conference on Reinforcement Learning and Decision Making},
- year = 2017,
- month = jun,
- url = {https://www.merl.com/publications/TR2017-075}
- }
- Liu, M.-Y., Tuzel, C.O., Sullivan, A., "Coupled Generative Adversarial Nets", Advances in Neural Information Processing Systems (NIPS), December 2016.
BibTeX TR2016-156 PDF- @inproceedings{Liu2016dec,
- author = {Liu, Ming-Yu and Tuzel, C. Oncel and Sullivan, Alan},
- title = {Coupled Generative Adversarial Nets},
- booktitle = {Advances in Neural Information Processing Systems (NIPS)},
- year = 2016,
- month = dec,
- url = {https://www.merl.com/publications/TR2016-156}
- }
- Chen, C., Liu, M.-Y., Tuzel, C.O., Xiao, J., "R-CNN for Small Object Detection", Asian Conference on Computer Vision (ACCV), DOI: 10.1007/978-3-319-54193-8_14, November 2016, vol. 10115, pp. 214-230.
BibTeX TR2016-144 PDF- @inproceedings{Chen2016nov,
- author = {Chen, Chenyi and Liu, Ming-Yu and Tuzel, C. Oncel and Xiao, Jianxiong},
- title = {R-CNN for Small Object Detection},
- booktitle = {Asian Conference on Computer Vision (ACCV)},
- year = 2016,
- volume = 10115,
- pages = {214--230},
- month = nov,
- doi = {10.1007/978-3-319-54193-8_14},
- url = {https://www.merl.com/publications/TR2016-144}
- }
- Ozcan, G., Pajovic, M., Sahinoglu, Z., Wang, Y., Orlik, P.V., Wada, T., "Online State of Charge Estimation for Lithium-Ion Batteries Using Gaussian Process Regression", IEEE Industrial Electronics Society (IECON), DOI: 10.1109/IECON.2016.7793002, October 2016, pp. 998-1003.
BibTeX TR2016-136 PDF- @inproceedings{Ozcan2016oct,
- author = {Ozcan, Gozde and Pajovic, Milutin and Sahinoglu, Zafer and Wang, Yebin and Orlik, Philip V. and Wada, Toshihiro},
- title = {Online State of Charge Estimation for Lithium-Ion Batteries Using Gaussian Process Regression},
- booktitle = {IEEE Industrial Electronics Society (IECON)},
- year = 2016,
- pages = {998--1003},
- month = oct,
- doi = {10.1109/IECON.2016.7793002},
- url = {https://www.merl.com/publications/TR2016-136}
- }
- Tuzel, C.O., Marks, T.K., Tambe, S., "Robust Face Alignment Using a Mixture of Invariant Experts", European Conference on Computer Vision (ECCV), DOI: 10.1007/978-3-319-46454-1_50, October 2016, vol. 9909, pp. 825-841.
BibTeX TR2016-129 PDF- @inproceedings{Tuzel2016oct,
- author = {Tuzel, C. Oncel and Marks, Tim K. and Tambe, Salil},
- title = {Robust Face Alignment Using a Mixture of Invariant Experts},
- booktitle = {European Conference on Computer Vision (ECCV)},
- year = 2016,
- volume = 9909,
- pages = {825--841},
- month = oct,
- doi = {10.1007/978-3-319-46454-1_50},
- url = {https://www.merl.com/publications/TR2016-129}
- }
- Sankaran, B., Ramalingam, S., Taguchi, Y., "Parameter Learning for Improving Binary Descriptor Matching", IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS), DOI: 10.1109/IROS.2016.7759718, October 2016, pp. 4892-4897.
BibTeX TR2016-132 PDF- @inproceedings{Sankaran2016oct,
- author = {Sankaran, Bharath and Ramalingam, Srikumar and Taguchi, Yuichi},
- title = {Parameter Learning for Improving Binary Descriptor Matching},
- booktitle = {IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS)},
- year = 2016,
- pages = {4892--4897},
- month = oct,
- doi = {10.1109/IROS.2016.7759718},
- url = {https://www.merl.com/publications/TR2016-132}
- }
- Koike-Akino, T., Mahajan, R., Marks, T.K., Tuzel, C.O., Wang, Y., Watanabe, S., Orlik, P.V., "High-Accuracy User Identification Using EEG Biometrics", International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), DOI: 10.1109/EMBC.2016.7590835, August 2016, pp. 854-858.
BibTeX TR2016-105 PDF Presentation- @inproceedings{Koike-Akino2016aug,
- author = {Koike-Akino, Toshiaki and Mahajan, Ruhi and Marks, Tim K. and Tuzel, C. Oncel and Wang, Ye and Watanabe, Shinji and Orlik, Philip V.},
- title = {High-Accuracy User Identification Using EEG Biometrics},
- booktitle = {International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC)},
- year = 2016,
- pages = {854--858},
- month = aug,
- doi = {10.1109/EMBC.2016.7590835},
- url = {https://www.merl.com/publications/TR2016-105}
- }
- Ozcan, G., Pajovic, M., Sahinoglu, Z., Wang, Y., Orlik, P.V., "Online Battery State-of-Charge Estimation Based on Sparse Gaussian Process Regression", IEEE Power & Energy Society General Meeting (PES), DOI: 10.1109/PESGM.2016.7741980, July 2016.
BibTeX TR2016-097 PDF- @inproceedings{Ozcan2016jul,
- author = {Ozcan, Gozde and Pajovic, Milutin and Sahinoglu, Zafer and Wang, Yebin and Orlik, Philip V.},
- title = {Online Battery State-of-Charge Estimation Based on Sparse Gaussian Process Regression},
- booktitle = {IEEE Power \& Energy Society General Meeting (PES)},
- year = 2016,
- month = jul,
- doi = {10.1109/PESGM.2016.7741980},
- url = {https://www.merl.com/publications/TR2016-097}
- }
- Singh, B., Marks, T.K., Jones, M.J., Tuzel, C.O., Shao, M., "A Multi-Stream Bi-Directional Recurrent Neural Network for Fine-Grained Action Detection", IEEE Conference on Computer Vision and Pattern Recognition (CVPR), DOI: 10.1109/CVPR.2016.216, June 2016, pp. 1961-1970.
BibTeX TR2016-080 PDF Data- @inproceedings{Singh2016jun,
- author = {Singh, Bharat and Marks, Tim K. and Jones, Michael J. and Tuzel, C. Oncel and Shao, Ming},
- title = {A Multi-Stream Bi-Directional Recurrent Neural Network for Fine-Grained Action Detection},
- booktitle = {IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
- year = 2016,
- pages = {1961--1970},
- month = jun,
- doi = {10.1109/CVPR.2016.216},
- url = {https://www.merl.com/publications/TR2016-080}
- }
- Vemulapalli, R., Tuzel, C.O., Liu, M.-Y., "Deep Gaussian Conditional Random Field Network: A Model-based Deep Network for Discriminative Denoising", IEEE Conference on Computer Vision and Pattern Recognition (CVPR), DOI: 10.1109/CVPR.2016.351, June 2016, pp. 4801-4809.
BibTeX TR2016-079 PDF- @inproceedings{Vemulapalli2016jun2,
- author = {Vemulapalli, Raviteja and Tuzel, C. Oncel and Liu, Ming-Yu},
- title = {Deep Gaussian Conditional Random Field Network: A Model-based Deep Network for Discriminative Denoising},
- booktitle = {IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
- year = 2016,
- pages = {4801--4809},
- month = jun,
- doi = {10.1109/CVPR.2016.351},
- url = {https://www.merl.com/publications/TR2016-079}
- }
- Vemulapalli, R., Tuzel, C.O., Liu, M.-Y., Chellappa, R., "Gaussian Conditional Random Field Network for Semantic Segmentation", IEEE Conference on Computer Vision and Pattern Recognition (CVPR), June 2016, pp. 3224-3233.
BibTeX TR2016-078 PDF- @inproceedings{Vemulapalli2016jun,
- author = {Vemulapalli, Raviteja and Tuzel, C. Oncel and Liu, Ming-Yu and Chellappa, Rama},
- title = {Gaussian Conditional Random Field Network for Semantic Segmentation},
- booktitle = {IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
- year = 2016,
- pages = {3224--3233},
- month = jun,
- url = {https://www.merl.com/publications/TR2016-078}
- }
- Son, K., Liu, M.-Y., Taguchi, Y., "Learning to Remove Multipath Distortions in Time-of-Flight Range Images for a Robotic Arm Setup", IEEE International Conference on Robotics and Automation (ICRA), DOI: 10.1109/ICRA.2016.7487515, May 2016, pp. 3390-3397.
BibTeX TR2016-036 PDF- @inproceedings{Son2016may,
- author = {Son, Kilho and Liu, Ming-Yu and Taguchi, Yuichi},
- title = {Learning to Remove Multipath Distortions in Time-of-Flight Range Images for a Robotic Arm Setup},
- booktitle = {IEEE International Conference on Robotics and Automation (ICRA)},
- year = 2016,
- pages = {3390--3397},
- month = may,
- doi = {10.1109/ICRA.2016.7487515},
- url = {https://www.merl.com/publications/TR2016-036}
- }
- Liu, M.-Y., Mallya, A., Tuzel, C.O., Chen, X., "Unsupervised Network Pretraining via Encoding Human Design", IEEE Winter Conference on Applications of Computer Vision (WACV), DOI: 10.1109/WACV.2016.7477698, March 2016, pp. 1-9.
BibTeX TR2016-022 PDF- @inproceedings{Liu2016mar,
- author = {Liu, Ming-Yu and Mallya, Arun and Tuzel, C. Oncel and Chen, Xi},
- title = {Unsupervised Network Pretraining via Encoding Human Design},
- booktitle = {IEEE Winter Conference on Applications of Computer Vision (WACV)},
- year = 2016,
- pages = {1--9},
- month = mar,
- doi = {10.1109/WACV.2016.7477698},
- url = {https://www.merl.com/publications/TR2016-022}
- }
- Liu, M.-Y., Lin, A., Ramalingam, S., Tuzel, C.O., "Layered Interpretation of Street View Images", Robotics: Science and Systems Conference (RSS), DOI: 10.15607/RSS.2015.XI.025, July 2015.
BibTeX TR2015-073 PDF- @inproceedings{Liu2015jul,
- author = {Liu, M.-Y. and Lin, A. and Ramalingam, S. and Tuzel, C.O.},
- title = {Layered Interpretation of Street View Images},
- booktitle = {Robotics: Science and Systems Conference (RSS)},
- year = 2015,
- month = jul,
- doi = {10.15607/RSS.2015.XI.025},
- url = {https://www.merl.com/publications/TR2015-073}
- }
- Ahmed, E., Jones, M.J., Marks, T.K., "An Improved Deep Learning Architecture for Person Re-Identification", IEEE Conference on Computer Vision and Pattern Recognition (CVPR), DOI: 10.1109/CVPR.2015.7299016, June 2015, pp. 3908-3916.
BibTeX TR2015-076 PDF- @inproceedings{Jones2015jun,
- author = {Ahmed, E. and Jones, M.J. and Marks, T.K.},
- title = {An Improved Deep Learning Architecture for Person Re-Identification},
- booktitle = {IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
- year = 2015,
- pages = {3908--3916},
- month = jun,
- doi = {10.1109/CVPR.2015.7299016},
- url = {https://www.merl.com/publications/TR2015-076}
- }
- Papazov, C., Marks, T.K., Jones, M.J., "Real-time Head Pose and Facial Landmark Estimation from Depth Images Using Triangular Surface Patch Features", IEEE Conference on Computer Vision and Pattern Recognition (CVPR), DOI: 10.1109/CVPR.2015.7299104, June 2015, pp. 4722-4730.
BibTeX TR2015-069 PDF- @inproceedings{Marks2015jun,
- author = {Papazov, C. and Marks, T.K. and Jones, M.J.},
- title = {Real-time Head Pose and Facial Landmark Estimation from Depth Images Using Triangular Surface Patch Features},
- booktitle = {IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
- year = 2015,
- pages = {4722--4730},
- month = jun,
- publisher = {IEEE},
- doi = {10.1109/CVPR.2015.7299104},
- url = {https://www.merl.com/publications/TR2015-069}
- }
- Sharma, A., Tuzel, C.O., Jacobs, D., "Deep Hierarchical Parsing for Semantic Segmentation", IEEE Conference on Computer Vision and Pattern Recognition (CVPR), DOI: 10.1109/CVPR.2015.7298651, June 2015, pp. 530-538.
BibTeX TR2015-057 PDF Video- @inproceedings{Sharma2015jun,
- author = {Sharma, A. and Tuzel, C.O. and Jacobs, D.},
- title = {Deep Hierarchical Parsing for Semantic Segmentation},
- booktitle = {IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
- year = 2015,
- pages = {530--538},
- month = jun,
- publisher = {IEEE},
- doi = {10.1109/CVPR.2015.7298651},
- issn = {1063-6919},
- url = {https://www.merl.com/publications/TR2015-057}
- }
- Deng, Y., Wang, Y., Teo, K.H., Harley, R.G., "Space Vector Modulation Method for Modular Multilevel Converters", Conference of the IEEE Industrial Electronics Society (IECON), DOI: 10.1109/IECON>2014.7049213, October 2014, pp. 4715-4721.
BibTeX TR2014-102 PDF- @inproceedings{Deng2014oct,
- author = {Deng, Y. and Wang, Y. and Teo, K.H. and Harley, R.G.},
- title = {Space Vector Modulation Method for Modular Multilevel Converters},
- booktitle = {Conference of the IEEE Industrial Electronics Society (IECON)},
- year = 2014,
- pages = {4715--4721},
- month = oct,
- publisher = {IEEE},
- doi = {10.1109/IECON>2014.7049213},
- url = {https://www.merl.com/publications/TR2014-102}
- }
- Wang, Y., Fang, H., Sahinoglu, Z., Wada, T., Hara, S., "Adaptive Estimation of the State of Charge for Lithium-Ion Batteries: Nonlinear Geometric Observer Approach", IEEE Transactions on Control Systems Technology, DOI: 10.1109/TCST.2014.2356503, Vol. PP, No. 99, September 2014.
BibTeX TR2014-094 PDF- @article{Wang2014sep1,
- author = {Wang, Y. and Fang, H. and Sahinoglu, Z. and Wada, T. and Hara, S.},
- title = {Adaptive Estimation of the State of Charge for Lithium-Ion Batteries: Nonlinear Geometric Observer Approach},
- journal = {IEEE Transactions on Control Systems Technology},
- year = 2014,
- volume = {PP},
- number = 99,
- month = sep,
- publisher = {IEEE},
- doi = {10.1109/TCST.2014.2356503},
- issn = {1063-6536},
- url = {https://www.merl.com/publications/TR2014-094}
- }
- Hershey, J.R., Le Roux, J., Weninger, F., "Deep Unfolding: Model-Based Inspiration of Novel Deep Architectures", arXiv, August 2014.
BibTeX arXiv- @article{Hershey2014aug,
- author = {Hershey, J.R. and {Le Roux}, J. and Weninger, F.},
- title = {Deep Unfolding: Model-Based Inspiration of Novel Deep Architectures},
- journal = {arXiv},
- year = 2014,
- month = aug,
- url = {https://arxiv.org/abs/1409.2574v1}
- }
- Fang, H., Wang, Y., Sahinoglu, Z., Wanda, T., Hara, S., "Adaptive Estimation of State of Charge for Lithium-ion Batteries", American Control Conference (ACC), June 2013.
BibTeX TR2013-039 PDF- @inproceedings{Fang2013jun,
- author = {Fang, H. and Wang, Y. and Sahinoglu, Z. and Wanda, T. and Hara, S.},
- title = {Adaptive Estimation of State of Charge for Lithium-ion Batteries},
- booktitle = {American Control Conference (ACC)},
- year = 2013,
- month = jun,
- url = {https://www.merl.com/publications/TR2013-039}
- }
- Ruta, A., Porikli, F., "Compressive Clustering of High-Dimensional Data", International Conference on Machine Learning and Applications (ICMLA), December 2012, vol. 1, pp. 380-385.
BibTeX TR2012-095 PDF- @inproceedings{Ruta2012dec,
- author = {Ruta, A. and Porikli, F.},
- title = {Compressive Clustering of High-Dimensional Data},
- booktitle = {International Conference on Machine Learning and Applications (ICMLA)},
- year = 2012,
- volume = 1,
- pages = {380--385},
- month = dec,
- isbn = {978-1-4673-4651-1},
- url = {https://www.merl.com/publications/TR2012-095}
- }
- Hodlmoser, M., Micusik, B., Liu, M.-Y., Pollefeys, M., Kaampel, M., "Classification and Pose Estimation of Vehicles in Videos by 3D Modeling within Discrete-Continuous Optimization", IEEE International Conference on 3D Imaging, Modeling, Processing, Visualization and Transmission (3DIMPVT), DOI: 10.1109/3DIMPVT.2012.23, October 2012.
BibTeX TR2012-081 PDF- @inproceedings{Hodlmoser2012oct,
- author = {Hodlmoser, M. and Micusik, B. and Liu, M.-Y. and Pollefeys, M. and Kaampel, M.},
- title = {Classification and Pose Estimation of Vehicles in Videos by 3D Modeling within Discrete-Continuous Optimization},
- booktitle = {IEEE International Conference on 3D Imaging, Modeling, Processing, Visualization and Transmission (3DIMPVT)},
- year = 2012,
- month = oct,
- doi = {10.1109/3DIMPVT.2012.23},
- url = {https://www.merl.com/publications/TR2012-081}
- }
- Chi, Y., Porikli, F., "Connecting the Dots in Multi-Class Classification: From Nearest Subspace to Collaborative Representation", IEEE Conference on Computer Vision and Pattern Recognition (CVPR), June 2012, pp. 3602-3609.
BibTeX TR2012-043 PDF- @inproceedings{Chi2012jun,
- author = {Chi, Y. and Porikli, F.},
- title = {Connecting the Dots in Multi-Class Classification: From Nearest Subspace to Collaborative Representation},
- booktitle = {IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
- year = 2012,
- pages = {3602--3609},
- month = jun,
- url = {https://www.merl.com/publications/TR2012-043}
- }