Publications

512 / 2,860 publications found.


  •  Chen, S., Duan, C., Yang, Y., Feng, C., Li, D., Tian, D., "Deep Unsupervised Learning of 3D Point Clouds via Graph Topology Inference and Filtering", IEEE Transactions on Image Processing, January 2020.
    BibTeX Download PDFAbout TR2020-004
    • @article{Chen2020jan,
    • author = {Chen, Siheng and Duan, Chaojing and Yang, Yaoqing and Feng, Chen and Li, Duanshun and Tian, Dong},
    • title = {Deep Unsupervised Learning of 3D Point Clouds via Graph Topology Inference and Filtering},
    • journal = {IEEE Transactions on Image Processing},
    • year = 2020,
    • month = jan,
    • url = {https://www.merl.com/publications/TR2020-004}
    • }
  •  Zhang, Z., Wu, Y., Wang, G., "Unsupervised Deep Feature Transfer for Low Resolution Image Classification", IEEE International Conference on Computer Vision Workshops (ICCV), October 2019.
    BibTeX Download PDFAbout TR2019-127
    • @inproceedings{Zhang2019oct,
    • author = {Zhang, Ziming and Wu, Yuanwei and Wang, Guanghui},
    • title = {Unsupervised Deep Feature Transfer for Low Resolution Image Classification},
    • booktitle = {IEEE International Conference on Computer Vision Workshops (ICCV)},
    • year = 2019,
    • month = oct,
    • url = {https://www.merl.com/publications/TR2019-127}
    • }
  •  Wu, Y., Marks, T., Cherian, A., Chen, S., Feng, C., Wang, G., Sullivan, A., "Unsupervised Joint 3D Object Model Learning and 6D Pose Estimation for Depth-Based Instance Segmentation", IEEE ICCV Workshop on Recovering 6D Object Pose, October 2019.
    BibTeX Download PDFAbout TR2019-118
    • @inproceedings{Wu2019oct,
    • author = {Wu, Yuanwei and Marks, Tim and Cherian, Anoop and Chen, Siheng and Feng, Chen and Wang, Guanghui and Sullivan, Alan},
    • title = {Unsupervised Joint 3D Object Model Learning and 6D Pose Estimation for Depth-Based Instance Segmentation},
    • booktitle = {IEEE ICCV Workshop on Recovering 6D Object Pose},
    • year = 2019,
    • month = oct,
    • url = {https://www.merl.com/publications/TR2019-118}
    • }
  •  Paul, S., van Baar, J., Roy-Chowdhury, A.K., "Learning from Trajectories via Subgoal Discovery", Advances in Neural Information Processing Systems (NeurIPS), pp. 8409-8419, October 2019.
    BibTeX Download PDFAbout TR2019-128
    • @article{Paul2019oct,
    • author = {Paul, Sujoy and van Baar, Jeroen and Roy-Chowdhury, Amit K.},
    • title = {Learning from Trajectories via Subgoal Discovery},
    • journal = {Advances in Neural Information Processing Systems (NeurIPS)},
    • year = 2019,
    • pages = {8409--8419},
    • month = oct,
    • url = {https://www.merl.com/publications/TR2019-128}
    • }
  •  Wang, J., Cherian, A., "GODS: Generalized One-class Discriminative Subspaces for Anomaly Detection", IEEE International Conference on Computer Vision (ICCV), October 2019.
    BibTeX Download PDFAbout TR2019-121
    • @inproceedings{Wang2019oct2,
    • author = {Wang, Jue and Cherian, Anoop},
    • title = {GODS: Generalized One-class Discriminative Subspaces for Anomaly Detection},
    • booktitle = {IEEE International Conference on Computer Vision (ICCV)},
    • year = 2019,
    • month = oct,
    • url = {https://www.merl.com/publications/TR2019-121}
    • }
  •  Marks, T., Kumar, A., Mou, W., Feng, C., Liu, X., "UGLLI Face Alignment: Estimating Uncertainty with Gaussian Log-Likelihood Loss", IEEE International Conference on Computer Vision (ICCV) Workshop on Statistical Deep Learning for Computer Vision (SDL-CV), October 2019.
    BibTeX Download PDFAbout TR2019-117
    • @inproceedings{Marks2019oct,
    • author = {Marks, Tim and Kumar, Abhinav and Mou, Wenxuan and Feng, Chen and Liu, Xiaoming},
    • title = {UGLLI Face Alignment: Estimating Uncertainty with Gaussian Log-Likelihood Loss},
    • booktitle = {IEEE International Conference on Computer Vision (ICCV) Workshop on Statistical Deep Learning for Computer Vision (SDL-CV)},
    • year = 2019,
    • month = oct,
    • url = {https://www.merl.com/publications/TR2019-117}
    • }
  •  Almeida, D., Ataer-Cansizoglu, E., Corcodel, R., "Detection, Tracking and 3D Modeling of Objects with Sparse RGB-D SLAM and Interactive Perception", IEEE-RAS International Conference on Humanoid Robots, October 2019.
    BibTeX Download PDFAbout TR2019-119
    • @inproceedings{Almeida2019oct,
    • author = {Almeida, Diogo and Ataer-Cansizoglu, Esra and Corcodel, Radu},
    • title = {Detection, Tracking and 3D Modeling of Objects with Sparse RGB-D SLAM and Interactive Perception},
    • booktitle = {IEEE-RAS International Conference on Humanoid Robots},
    • year = 2019,
    • month = oct,
    • url = {https://www.merl.com/publications/TR2019-119}
    • }
  •  Kao, J.-Y., Ortega, A., Tian, D., Mansour, H., Vetro, A., "Graph Based Skeleton Modeling for Human Activity Analysis", IEEE International Conference on Image Processing (ICIP), September 2019.
    BibTeX Download PDFAbout TR2019-037
    • @inproceedings{Kao2019sep,
    • author = {Kao, Jiun-Yu and Ortega, Antonio and Tian, Dong and Mansour, Hassan and Vetro, Anthony},
    • title = {Graph Based Skeleton Modeling for Human Activity Analysis},
    • booktitle = {IEEE International Conference on Image Processing (ICIP)},
    • year = 2019,
    • month = sep,
    • url = {https://www.merl.com/publications/TR2019-037}
    • }
  •  Hori, C., Cherian, A., Marks, T., Hori, T., "Joint Student-Teacher Learning for Audio-Visual Scene-Aware Dialog", Interspeech, September 2019.
    BibTeX Download PDFAbout TR2019-097
    • @inproceedings{Hori2019sep,
    • author = {Hori, Chiori and Cherian, Anoop and Marks, Tim and Hori, Takaaki},
    • title = {Joint Student-Teacher Learning for Audio-Visual Scene-Aware Dialog},
    • booktitle = {Interspeech},
    • year = 2019,
    • month = sep,
    • url = {https://www.merl.com/publications/TR2019-097}
    • }
  •  Zhang, Z., Lin, Z., Pfister, H., "White-Box Adversarial Defense via Self-Supervised Data Estimation", arXiv, September 2019.
    BibTeX Download PDFAbout TR2019-104
    • @article{Zhang2019sep,
    • author = {Zhang, Ziming and Lin, Zudi and Pfister, Hanspeter},
    • title = {White-Box Adversarial Defense via Self-Supervised Data Estimation},
    • journal = {arXiv},
    • year = 2019,
    • month = sep,
    • url = {https://www.merl.com/publications/TR2019-104}
    • }
  •  Jones, M.J., Rambhatla, S., "Body Part Alignment and Temporal Attention for Video-Based Person Re-Identification", British Machine Vision Conference (BMVC), September 2019.
    BibTeX Download PDFAbout TR2019-108
    • @inproceedings{Jones2019sep,
    • author = {Jones, Michael J. and Rambhatla, Sai},
    • title = {Body Part Alignment and Temporal Attention for Video-Based Person Re-Identification},
    • booktitle = {British Machine Vision Conference (BMVC)},
    • year = 2019,
    • month = sep,
    • url = {https://www.merl.com/publications/TR2019-108}
    • }
  •  Wang, J., Cherian, A., "Discriminative Video Representation Learning Using Support Vector Classifiers", IEEE Transactions on Pattern Analysis and Machine Intelligence, DOI: 10.1109/TPAMI.2019.2937292, August 2019.
    BibTeX Download PDFAbout TR2019-107
    • @article{Wang2019aug,
    • author = {Wang, Jue and Cherian, Anoop},
    • title = {Discriminative Video Representation Learning Using Support Vector Classifiers},
    • journal = {IEEE Transactions on Pattern Analysis and Machine Intelligence},
    • year = 2019,
    • month = aug,
    • doi = {10.1109/TPAMI.2019.2937292},
    • url = {https://www.merl.com/publications/TR2019-107}
    • }
  •  Liu, D., Mansour, H., Boufounos, P.T., "Robust Mutual Information-Based Multi-Image Registration", IEEE International Geoscience and Remote Sensing Symposium (IGARSS), July 2019.
    BibTeX Download PDFAbout TR2019-079
    • @inproceedings{Liu2019jul,
    • author = {Liu, Dehong and Mansour, Hassan and Boufounos, Petros T.},
    • title = {Robust Mutual Information-Based Multi-Image Registration},
    • booktitle = {IEEE International Geoscience and Remote Sensing Symposium (IGARSS)},
    • year = 2019,
    • month = jul,
    • url = {https://www.merl.com/publications/TR2019-079}
    • }
  •  Huang, M., Zhao, M., Parikh, P., Wang, Y., Ozbay, K., Jiang, Z.-P., "Reinforcement Learning for Vision-Based Lateral Control of a Self-Driving Car", IEEE International Conference on Control and Automation (ICCA), DOI: 10.1109/JAS.2019.19117678, July 2019, pp. 1126-1131.
    BibTeX Download PDFAbout TR2019-074
    • @inproceedings{Huang2019jul,
    • author = {Huang, Mengzhe and Zhao, Mingyu and Parikh, Parthiv and Wang, Yebin and Ozbay, Kaan and Jiang, Zhong-Ping},
    • title = {Reinforcement Learning for Vision-Based Lateral Control of a Self-Driving Car},
    • booktitle = {IEEE International Conference on Control and Automation (ICCA)},
    • year = 2019,
    • pages = {1126--1131},
    • month = jul,
    • doi = {10.1109/JAS.2019.19117678},
    • url = {https://www.merl.com/publications/TR2019-074}
    • }
  •  Alamri, H., Cartillier, V., Das, A., Wang, J., Lee, S., Anderson, P., Essa, I., Parikh, D., Batra, D., Cherian, A., Marks, T.K., Hori, C., "Audio-Visual Scene-Aware Dialog", IEEE Conference on Computer Vision and Pattern Recognition (CVPR), June 2019.
    BibTeX Download PDFAbout TR2019-048
    • @inproceedings{Alamri2019jun,
    • author = {Alamri, Huda and Cartillier, Vincent and Das, Abhishek and Wang, Jue and Lee, Stefan and Anderson, Peter and Essa, Irfan and Parikh, Devi and Batra, Dhruv and Cherian, Anoop and Marks, Tim K. and Hori, Chiori},
    • title = {Audio-Visual Scene-Aware Dialog},
    • booktitle = {IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
    • year = 2019,
    • month = jun,
    • url = {https://www.merl.com/publications/TR2019-048}
    • }
  •  Lee, T.-Y., van Baar, J., Wittenburg, K.B., Sullivan, A., "Analysis of the contribution and temporal dependency of LSTM layers for reinforcement learning tasks", IEEE Conference on Computer Vision and Pattern Recognition (CVPR) Explanable AI Workshop, June 2019.
    BibTeX Download PDFAbout TR2019-049
    • @inproceedings{Lee2019jun2,
    • author = {Lee, Teng-Yok and van Baar, Jeroen and Wittenburg, Kent B. and Sullivan, Alan},
    • title = {Analysis of the contribution and temporal dependency of LSTM layers for reinforcement learning tasks},
    • booktitle = {IEEE Conference on Computer Vision and Pattern Recognition (CVPR) Explanable AI Workshop},
    • year = 2019,
    • month = jun,
    • url = {https://www.merl.com/publications/TR2019-049}
    • }
  •  Raghunathan, A., Cherian, A., Jha, D., "Game Theoretic Optimization via Gradient-based Nikaido-Isoda Function", International Conference on Machine Learning (ICML), June 2019.
    BibTeX Download PDFAbout TR2019-045
    • @inproceedings{Raghunathan2019jun,
    • author = {Raghunathan, Arvind and Cherian, Anoop and Jha, Devesh},
    • title = {Game Theoretic Optimization via Gradient-based Nikaido-Isoda Function},
    • booktitle = {International Conference on Machine Learning (ICML)},
    • year = 2019,
    • month = jun,
    • url = {https://www.merl.com/publications/TR2019-045}
    • }
  •  Chen, S., "Large-Scale 3D Point Cloud Representations via Graph Inception Networks with Applications to Autonomous Driving", Graph Signal Processing Workshop, June 2019.
    BibTeX Download PDFAbout TR2019-039
    • @inproceedings{Chen2019jun,
    • author = {Chen, Siheng},
    • title = {Large-Scale 3D Point Cloud Representations via Graph Inception Networks with Applications to Autonomous Driving},
    • booktitle = {Graph Signal Processing Workshop},
    • year = 2019,
    • month = jun,
    • url = {https://www.merl.com/publications/TR2019-039}
    • }
  •  Duan, C., Chen, S., Tian, D., Moura, J., Kovacevic, J., "Deep Graph Topology Learning for 3D Point Cloud Reconstruction", Graph Signal Processing Workshop, June 2019.
    BibTeX Download PDFAbout TR2019-046
    • @inproceedings{Duan2019jun,
    • author = {Duan, Chaojing and Chen, Siheng and Tian, Dong and Moura, Jose and Kovacevic, Jelena},
    • title = {Deep Graph Topology Learning for 3D Point Cloud Reconstruction},
    • booktitle = {Graph Signal Processing Workshop},
    • year = 2019,
    • month = jun,
    • url = {https://www.merl.com/publications/TR2019-046}
    • }
  •  Lee, T.-Y., Wittenburg, K.B., "Space-Time Slicing: Visualizing Object Detector Performance in Driving Video Sequences", IEEE Pacific Visualization Symposium (PacificVis), June 2019.
    BibTeX Download PDFAbout TR2019-024
    • @inproceedings{Lee2019jun,
    • author = {Lee, Teng-Yok and Wittenburg, Kent B.},
    • title = {Space-Time Slicing: Visualizing Object Detector Performance in Driving Video Sequences},
    • booktitle = {IEEE Pacific Visualization Symposium (PacificVis)},
    • year = 2019,
    • month = jun,
    • url = {https://www.merl.com/publications/TR2019-024}
    • }