- Cherian, A., Sullivan, A., "Sem-GAN: Semantically-Consistent Image-to-Image Translation", Tech. Rep. TR2018-178, Mitsubishi Electric Research Laboratories, Cambridge, MA, December 2018.
BibTeX Download PDFAbout TR2018-178- @techreport{MERL_TR2018-178,
- author = {Cherian, A. and Sullivan, A.},
- title = {Sem-GAN: Semantically-Consistent Image-to-Image Translation},
- institution = {MERL - Mitsubishi Electric Research Laboratories},
- address = {Cambridge, MA 02139},
- number = {TR2018-178},
- month = dec,
- year = 2018,
- url = {http://www.merl.com/publications/TR2018-178/}
- }
- Ozdenizci, O., Wang, Y., Koike-Akino, T., Erdogmus, D., "Transfer Learning in Brain-Computer Interfaces with Adversarial Variational Autoencoders", Tech. Rep. TR2018-184, Mitsubishi Electric Research Laboratories, Cambridge, MA, December 2018.
BibTeX Download PDFAbout TR2018-184- @techreport{MERL_TR2018-184,
- author = {Ozdenizci, O. and Wang, Y. and Koike-Akino, T. and Erdogmus, D.},
- title = {Transfer Learning in Brain-Computer Interfaces with Adversarial Variational Autoencoders},
- institution = {MERL - Mitsubishi Electric Research Laboratories},
- address = {Cambridge, MA 02139},
- number = {TR2018-184},
- month = dec,
- year = 2018,
- url = {http://www.merl.com/publications/TR2018-184/}
- }
- TaherSima, M., Kojima, K., Koike-Akino, T., Jha, D., Wang, B., Lin, C., Parsons, K., "Deep Neural Network Inverse Design of Integrated Photonic Power Splitters", Tech. Rep. TR2018-180, Mitsubishi Electric Research Laboratories, Cambridge, MA, December 2018.
BibTeX Download PDFAbout TR2018-180- @techreport{MERL_TR2018-180,
- author = {TaherSima, M. and Kojima, K. and Koike-Akino, T. and Jha, D. and Wang, B. and Lin, C. and Parsons, K.},
- title = {Deep Neural Network Inverse Design of Integrated Photonic Power Splitters},
- institution = {MERL - Mitsubishi Electric Research Laboratories},
- address = {Cambridge, MA 02139},
- number = {TR2018-180},
- month = dec,
- year = 2018,
- url = {http://www.merl.com/publications/TR2018-180/}
- }
- Jha, D., Romeres, D., van Baar, J., Sullivan, A., Nikovski, D.N., "Learning Tasks in a Complex Circular Maze Environment", Modeling the Physical World: Perception, Learning, and Control, NIPS Workshop, December 2018.
- Hori, T., Wang, W., Koji, Y., Hori, C., Harsham, B.A., Hershey, J., "Adversarial Training and Decoding Strategies for End-to-end Neural Conversation Models", Computer Speech and Language, December 2018.
- Paul, S., van Baar, J., "Trajectory-based Learning for Ball-in-Maze Games", Imitation Learning and its Challenges in Robotics - NIPS, December 2018.
- Romeres, D.., Jha, D., Dalla Libera, A., Chiuso, A., Nikovski, D.N., "Derivative-Free Semiparametric Bayesian Models for Robot Learning", Advances in Neural Information Processing Systems (NIPS), December 2018.
- Jha, D., "Algorithms for Task Allocation in Homogeneous Swarm of Robots", IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS), October 2018.
- Wang, J., Cherian, A., "Discriminative Subspace Pooling for Action Recognition", Workshop on Perceptual Organization in Computer Vision as part of the European Conference on Computer Vision (ECCV), September 2018.
- Ataer-Cansizoglu, E., Jones, M.J., "Super-resolution of Very Low-Resolution Faces from Videos", British Machine Vision Conference (BMVC), September 2018.
- Jones, M.J., Broad, A., Lee, T.-Y., "Recurrent Multi-frame Single Shot Detector for Video Object Detection", British Machine Vision Conference (BMVC), September 2018.
- van Baar, J., Corcodel, R., Sullivan, A., Jha, D., Romeres, D., Nikovski, D.N., "Simulation to Real Transfer Learning with Robustified Policies for Robot Tasks", arXiv, September 2018.
BibTeX Download PDFAbout TR2018-144- @techreport{MERL_TR2018-144,
- author = {van Baar, J. and Corcodel, R. and Sullivan, A. and Jha, D. and Romeres, D. and Nikovski, D.N.},
- title = {Simulation to Real Transfer Learning with Robustified Policies for Robot Tasks},
- institution = {MERL - Mitsubishi Electric Research Laboratories},
- address = {Cambridge, MA 02139},
- number = {TR2018-144},
- month = sep,
- year = 2018,
- url = {http://www.merl.com/publications/TR2018-144/}
- }
- Wang, J., Cherian, A., "Learning Discriminative Video Representations Using Adversarial Perturbations", European Conference on Computer Vision (ECCV), September 2018.
- Wang, Z.-Q., Le Roux, J., Wang, D., Hershey, J., "End-to-End Speech Separation with Unfolded Iterative Phase Reconstruction", Interspeech, September 2018.
- Watanabe, S., Hori, T., Karita, S., Hayashi, T., Nishitoba, J., Unno, Y., Enrique Yalta Soplin, N., Heymann, J., Wiesner, M., Chen, N., Renduchintala, A., Ochiai, T., "ESPnet: End-to-End Speech Processing Toolkit", Interspeech, September 2018.
- Wichern, G., Le Roux, J., "Phase Reconstruction with Learned Time-Frequency Representations for Single-Channel Speech Separation", International Workshop on Acoustic Signal Enhancement (IWAENC), September 2018.
- Wang, Z.-Q., Le Roux, J., Wang, D., Hershey, J., "End-to-End Speech Separation with Unfolded Iterative Phase Reconstruction", Tech. Rep. TR2018-133, Mitsubishi Electric Research Laboratories, Cambridge, MA, September 2018.
BibTeX Download PDFAbout TR2018-133- @techreport{MERL_TR2018-133,
- author = {Wang, Z.-Q. and Le Roux, J. and Wang, D. and Hershey, J.},
- title = {End-to-End Speech Separation with Unfolded Iterative Phase Reconstruction},
- institution = {MERL - Mitsubishi Electric Research Laboratories},
- address = {Cambridge, MA 02139},
- number = {TR2018-133},
- month = sep,
- year = 2018,
- url = {http://www.merl.com/publications/TR2018-133/}
- }
- Kocanaogullari, A., Ataer-Cansizoglu, E., "Active Descriptor Learning for Feature Matching", International Workshop on Compact and Efficient Feature Representation and Learning in Computer Vision, September 2018.
- Laftchiev, E., Sun, X., Dau, H.-A., Nikovski, D.N., "Anomaly Detection in Discrete Manufacturing Systems using Event Relationship Tables", International Workshop on Principle of Diagnosis, August 2018.
- Zhang, J., Lee, T.-Y., Feng, C., Li, X., Zhang, Z., "Robust Attentional Pooling via Feature Selection", IEEE International Conference on Pattern Recognition (ICPR), August 2018.