Publications

30 / 3,802 publications found.


  •  Wilkinghoff, K., Yang, H., Ebbers, J., Germain, F.G., Wichern, G., Le Roux, J., "Keeping the Balance: Anomaly Score Calculation for Domain Generalization", IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), March 2025.
    BibTeX TR2025-030 PDF
    • @inproceedings{Wilkinghoff2025mar,
    • author = {Wilkinghoff, Kevin and Yang, Haici and Ebbers, Janek and Germain, François G and Wichern, Gordon and {Le Roux}, Jonathan},
    • title = {{Keeping the Balance: Anomaly Score Calculation for Domain Generalization}},
    • booktitle = {IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP)},
    • year = 2025,
    • month = mar,
    • url = {https://www.merl.com/publications/TR2025-030}
    • }
  •  Wang, Y., Peng, K.-C., Fu, R., "Towards Zero-shot 3D Anomaly Localization", IEEE Winter Conference on Applications of Computer Vision (WACV), February 2025.
    BibTeX TR2025-020 PDF Video Presentation
    • @inproceedings{Wang2025feb2,
    • author = {Wang, Yizhou and Peng, Kuan-Chuan and Fu, Raymond},
    • title = {{Towards Zero-shot 3D Anomaly Localization}},
    • booktitle = {IEEE Winter Conference on Applications of Computer Vision (WACV)},
    • year = 2025,
    • month = feb,
    • url = {https://www.merl.com/publications/TR2025-020}
    • }
  •  Mumcu, F., Jones, M.J., Yilmaz, Y., Cherian, A., "ComplexVAD: Detecting Interaction Anomalies in Video", IEEE Winter Conference on Applications of Computer Vision (WACV) Workshop, February 2025.
    BibTeX TR2025-016 PDF
    • @inproceedings{Mumcu2025feb,
    • author = {Mumcu, Furkan and Jones, Michael J. and Yilmaz, Yasin and Cherian, Anoop},
    • title = {{ComplexVAD: Detecting Interaction Anomalies in Video}},
    • booktitle = {IEEE Winter Conference on Applications of Computer Vision (WACV) Workshop},
    • year = 2025,
    • month = feb,
    • url = {https://www.merl.com/publications/TR2025-016}
    • }
  •  Laughman, C.R., Deshpande, V.M., Chakrabarty, A., Qiao, H., "Enhancing Thermodynamic Data Quality for Refrigerant Mixtures: Domain-Informed Anomaly Detection and Removal", nternational Refrigeration and Air Conditioning Conference at Purdue, July 2024, pp. 2359, 1-10.
    BibTeX TR2024-099 PDF
    • @inproceedings{Laughman2024jul,
    • author = {Laughman, Christopher R. and Deshpande, Vedang M. and Chakrabarty, Ankush and Qiao, Hongtao},
    • title = {{Enhancing Thermodynamic Data Quality for Refrigerant Mixtures: Domain-Informed Anomaly Detection and Removal}},
    • booktitle = {International Refrigeration and Air Conditioning Conference at Purdue},
    • year = 2024,
    • pages = {2359, 1--10},
    • month = jul,
    • url = {https://www.merl.com/publications/TR2024-099}
    • }
  •  Ho, C.-H., Peng, K.-C., Vasconcelos, N., "Long-Tailed Anomaly Detection with Learnable Class Names", IEEE Conference on Computer Vision and Pattern Recognition (CVPR), Farhadi, A. and Crandall, D. and Sato, I. and Wu, J. and Pless, R. and Akata, Z., Eds., DOI: 10.1109/​CVPR52733.2024.01182, June 2024, pp. 12435-12446.
    BibTeX TR2024-040 PDF Video Data Presentation
    • @inproceedings{Ho2024jun,
    • author = {Ho, Chih-Hui and Peng, Kuan-Chuan and Vasconcelos, Nuno},
    • title = {{Long-Tailed Anomaly Detection with Learnable Class Names}},
    • booktitle = {IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
    • year = 2024,
    • editor = {Farhadi, A. and Crandall, D. and Sato, I. and Wu, J. and Pless, R. and Akata, Z.},
    • pages = {12435--12446},
    • month = jun,
    • publisher = {IEEE},
    • doi = {10.1109/CVPR52733.2024.01182},
    • issn = {2575-7075},
    • isbn = {979-8-3503-5300-6},
    • url = {https://www.merl.com/publications/TR2024-040}
    • }
  •  Singh, A., Jones, M.J., Learned-Miller, E., "Tracklet-based Explainable Video Anomaly Localization", IEEE Conference on Computer Vision and Pattern Recognition (CVPR) Workshops, May 2024, pp. 3992-4001.
    BibTeX TR2024-057 PDF
    • @inproceedings{Singh2024may,
    • author = {Singh, Ashish and Jones, Michael J. and Learned-Miller, Erik},
    • title = {{Tracklet-based Explainable Video Anomaly Localization}},
    • booktitle = {IEEE Conference on Computer Vision and Pattern Recognition (CVPR) Workshops},
    • year = 2024,
    • pages = {3992--4001},
    • month = may,
    • url = {https://www.merl.com/publications/TR2024-057}
    • }
  •  Germain, F., Wichern, G., Le Roux, J., "Hyperbolic Unsupervised Anomalous Sound Detection", IEEE Workshop on Applications of Signal Processing to Audio and Acoustics (WASPAA), DOI: 10.1109/​WASPAA58266.2023.10248092, September 2023.
    BibTeX TR2023-108 PDF Video Presentation
    • @inproceedings{Germain2023aug,
    • author = {Germain, Francois and Wichern, Gordon and {Le Roux}, Jonathan},
    • title = {{Hyperbolic Unsupervised Anomalous Sound Detection}},
    • booktitle = {IEEE Workshop on Applications of Signal Processing to Audio and Acoustics (WASPAA)},
    • year = 2023,
    • month = sep,
    • publisher = {IEEE},
    • doi = {10.1109/WASPAA58266.2023.10248092},
    • issn = {1947-1629},
    • isbn = {979-8-3503-2372-6},
    • url = {https://www.merl.com/publications/TR2023-108}
    • }
  •  Zhang, J., Nikovski, D., Nakamura, T., "GPU-APUMPEDI: A Parallel Algorithm for Computing Approximate Pan Matrix Profiles of Time Series", International conference on Time Series and Forecasting, July 2023.
    BibTeX TR2023-091 PDF
    • @inproceedings{Zhang2023jul2,
    • author = {Zhang, Jing and Nikovski, Daniel and Nakamura, Takaaki},
    • title = {{GPU-APUMPEDI: A Parallel Algorithm for Computing Approximate Pan Matrix Profiles of Time Series}},
    • booktitle = {International conference on Time Series and Forecasting},
    • year = 2023,
    • month = jul,
    • url = {https://www.merl.com/publications/TR2023-091}
    • }
  •  Singh, A., Jones, M.J., Learned-Miller, E., "EVAL: Explainable Video Anomaly Localization", IEEE Conference on Computer Vision and Pattern Recognition (CVPR), DOI: 10.1109/​CVPR52729.2023.01795, June 2023.
    BibTeX TR2023-071 PDF Video Software Presentation
    • @inproceedings{Singh2023jun,
    • author = {Singh, Ashish and Jones, Michael J. and Learned-Miller, Erik},
    • title = {{EVAL: Explainable Video Anomaly Localization}},
    • booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
    • year = 2023,
    • month = jun,
    • doi = {10.1109/CVPR52729.2023.01795},
    • url = {https://www.merl.com/publications/TR2023-071}
    • }
  •  Wang, X., Kim, K.J., Wang, Y., Koike-Akino, T., Parsons, K., "DeepEAD: Explainable Anomaly Detection from System Logs", IEEE International Conference on Communications (ICC), DOI: 10.1109/​ICC45041.2023.10279563, May 2023.
    BibTeX TR2023-050 PDF
    • @inproceedings{Wang2023may,
    • author = {Wang, Xinda and Kim, Kyeong Jin and Wang, Ye and Koike-Akino, Toshiaki and Parsons, Kieran},
    • title = {{DeepEAD: Explainable Anomaly Detection from System Logs}},
    • booktitle = {IEEE International Conference on Communications (ICC)},
    • year = 2023,
    • month = may,
    • publisher = {IEEE},
    • doi = {10.1109/ICC45041.2023.10279563},
    • issn = {1938-1883},
    • isbn = {978-1-5386-7462-8},
    • url = {https://www.merl.com/publications/TR2023-050}
    • }
  •  Aich, A., Peng, K.-C., Roy-Chowdhury, A.K., "Cross-Domain Video Anomaly Detection without Target Domain Adaptation", IEEE Winter Conference on Applications of Computer Vision (WACV), Crandall, D. and Gong, B. and Lee, Y. J. and Souvenir, R. and Yu, S., Eds., DOI: 10.1109/​WACV56688.2023.00261, January 2023, pp. 2578-2590.
    BibTeX TR2023-001 PDF Video Presentation
    • @inproceedings{Aich2023jan,
    • author = {Aich, Abhishek and Peng, Kuan-Chuan and Roy-Chowdhury, Amit K.},
    • title = {{Cross-Domain Video Anomaly Detection without Target Domain Adaptation}},
    • booktitle = {IEEE Winter Conference on Applications of Computer Vision (WACV)},
    • year = 2023,
    • editor = {Crandall, D. and Gong, B. and Lee, Y. J. and Souvenir, R. and Yu, S.},
    • pages = {2578--2590},
    • month = jan,
    • publisher = {IEEE},
    • doi = {10.1109/WACV56688.2023.00261},
    • issn = {2642-9381},
    • isbn = {978-1-6654-9346-8},
    • url = {https://www.merl.com/publications/TR2023-001}
    • }
  •  Zhang, J., Nikovski, D.N., "Algorithms for Fast Computation of Matrix Profiles of Time Series Under Unnormalized Euclidean Distances", International Conference on Applied Statistics and Data Analytics, April 2022.
    BibTeX TR2022-040 PDF
    • @inproceedings{Zhang2022apr,
    • author = {Zhang, Jing and Nikovski, Daniel N.},
    • title = {{Algorithms for Fast Computation of Matrix Profiles of Time Series Under Unnormalized Euclidean Distances}},
    • booktitle = {International Conference on Applied Statistics and Data Analytics},
    • year = 2022,
    • month = apr,
    • url = {https://www.merl.com/publications/TR2022-040}
    • }
  •  Zhang, J., Nikovski, D.N., "Algorithms for Fast Computation of Pan Matrix Profiles of Time Series Under Unnormalized Euclidean Distances", International Conference on Applied Statistics and Data Analytics, April 2022.
    BibTeX TR2022-041 PDF
    • @inproceedings{Zhang2022apr3,
    • author = {Zhang, Jing and Nikovski, Daniel N.},
    • title = {{Algorithms for Fast Computation of Pan Matrix Profiles of Time Series Under Unnormalized Euclidean Distances}},
    • booktitle = {International Conference on Applied Statistics and Data Analytics},
    • year = 2022,
    • month = apr,
    • url = {https://www.merl.com/publications/TR2022-041}
    • }
  •  Wichern, G., Chakrabarty, A., Wang, Z.-Q., Le Roux, J., "Anomalous sound detection using attentive neural processes", IEEE Workshop on Applications of Signal Processing to Audio and Acoustics (WASPAA), DOI: 10.1109/​WASPAA52581.2021.9632762, October 2021, pp. 186-190.
    BibTeX TR2021-129 PDF
    • @inproceedings{Wichern2021oct,
    • author = {Wichern, Gordon and Chakrabarty, Ankush and Wang, Zhong-Qiu and {Le Roux}, Jonathan},
    • title = {{Anomalous sound detection using attentive neural processes}},
    • booktitle = {IEEE Workshop on Applications of Signal Processing to Audio and Acoustics (WASPAA)},
    • year = 2021,
    • pages = {186--190},
    • month = oct,
    • publisher = {IEEE},
    • doi = {10.1109/WASPAA52581.2021.9632762},
    • url = {https://www.merl.com/publications/TR2021-129}
    • }
  •  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}
    • }
  •  Cherian, A., Wang, J., "Generalized One-Class Learning Using Pairs of Complementary Classifiers", IEEE Transactions on Pattern Analysis and Machine Intelligence, DOI: 10.1109/​TPAMI.2021.3092999, June 2021.
    BibTeX TR2021-076 PDF Software
    • @article{Cherian2021jun,
    • author = {Cherian, Anoop and Wang, Jue},
    • title = {{Generalized One-Class Learning Using Pairs of Complementary Classifiers}},
    • journal = {IEEE Transactions on Pattern Analysis and Machine Intelligence},
    • year = 2021,
    • month = jun,
    • doi = {10.1109/TPAMI.2021.3092999},
    • url = {https://www.merl.com/publications/TR2021-076}
    • }
  •  Ramachandra, B., Jones, M.J., Vatsavai, R., "Perceptual Metric Learning for Video Anomaly Detection", Machine Vision and Applications, DOI: 0.1007/​s00138-021-01187-5, Vol. 32, No. 63, pp. 1-18, March 2021.
    BibTeX TR2021-028 PDF
    • @article{Ramachandra2021mar,
    • author = {Ramachandra, Bharathkumar and Jones, Michael J. and Vatsavai, Ranga},
    • title = {{Perceptual Metric Learning for Video Anomaly Detection}},
    • journal = {Machine Vision and Applications},
    • year = 2021,
    • volume = 32,
    • number = 63,
    • pages = {1--18},
    • month = mar,
    • doi = {0.1007/s00138-021-01187-5},
    • url = {https://www.merl.com/publications/TR2021-028}
    • }
  •  Laftchiev, E., Yan, Q., Nikovski, D.N., "The Missing Input Problem", IEEE Big Data, DOI: 10.1109/​BigData50022.2020.9378144, December 2020, pp. 1565-1573.
    BibTeX TR2020-172 PDF
    • @inproceedings{Laftchiev2020dec,
    • author = {Laftchiev, Emil and Yan, Qing and Nikovski, Daniel N.},
    • title = {{The Missing Input Problem}},
    • booktitle = {IEEE Big Data},
    • year = 2020,
    • pages = {1565--1573},
    • month = dec,
    • publisher = {IEEE},
    • doi = {10.1109/BigData50022.2020.9378144},
    • url = {https://www.merl.com/publications/TR2020-172}
    • }
  •  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}
    • }
  •  Ramachandra, B., Jones, M.J., Vatsavai, R., "A Survey of Single-Scene Video Anomaly Detection", arXiv, April 2020.
    BibTeX arXiv
    • @article{Ramachandra2020apr,
    • author = {Ramachandra, Bharathkumar and Jones, Michael J. and Vatsavai, Ranga},
    • title = {{A Survey of Single-Scene Video Anomaly Detection}},
    • journal = {arXiv},
    • year = 2020,
    • month = apr,
    • url = {https://arxiv.org/abs/2004.05993}
    • }
  •  Ramachandra, B., Jones, M.J., "Street Scene: A new dataset and evaluation protocol for video anomaly detection", IEEE Winter Conference on Applications of Computer Vision (WACV), DOI: 10.1109/​WACV45572.2020.9093457, February 2020, pp. 2569-2578.
    BibTeX TR2020-017 PDF Data
    • @inproceedings{Jones2020feb2,
    • author = {Ramachandra, Bharathkumar and Jones, Michael J.},
    • title = {{Street Scene: A new dataset and evaluation protocol for video anomaly detection}},
    • booktitle = {IEEE Winter Conference on Applications of Computer Vision (WACV)},
    • year = 2020,
    • pages = {2569--2578},
    • month = feb,
    • doi = {10.1109/WACV45572.2020.9093457},
    • url = {https://www.merl.com/publications/TR2020-017}
    • }
  •  Wang, J., Cherian, A., "GODS: Generalized One-class Discriminative Subspaces for Anomaly Detection", IEEE International Conference on Computer Vision (ICCV), DOI: 10.1109/​ICCV.2019.00829, October 2019, pp. 8200-8210.
    BibTeX TR2019-121 PDF
    • @inproceedings{Wang2019oct2,
    • author = {Wang, Jue and Cherian, Anoop},
    • title = {{GODS: Generalized One-class Discriminative Subspaces for Anomaly Detection}},
    • booktitle = {2019 IEEE/CVF International Conference on Computer Vision (ICCV)},
    • year = 2019,
    • pages = {8200--8210},
    • month = oct,
    • publisher = {IEEE},
    • doi = {10.1109/ICCV.2019.00829},
    • url = {https://www.merl.com/publications/TR2019-121}
    • }
  •  Bhamidipati, S., Kim, K.J., Sun, H., Orlik, P.V., "GPS Spoofing Detection and Mitigation in PMUs Using Distributed Multiple Directional Antennas", IEEE International Conference on Communications (ICC), DOI: 10.1109/​ICC.2019.8761208, June 2019, pp. 1-7.
    BibTeX TR2019-023 PDF
    • @inproceedings{Bhamidipati2019jun,
    • author = {Bhamidipati, Sriramya and Kim, Kyeong Jin and Sun, Hongbo and Orlik, Philip V.},
    • title = {{GPS Spoofing Detection and Mitigation in PMUs Using Distributed Multiple Directional Antennas}},
    • booktitle = {IEEE International Conference on Communications (ICC)},
    • year = 2019,
    • pages = {1--7},
    • month = jun,
    • doi = {10.1109/ICC.2019.8761208},
    • url = {https://www.merl.com/publications/TR2019-023}
    • }
  •  Romeres, D., Jha, D.K., Dau, H., Yerazunis, W.S., Nikovski, D.N., "Anomaly Detection for Insertion Tasks in Robotic Assembly Using Gaussian Process Models", European Control Conference (ECC), DOI: 10.23919/​ECC.2019.8795698, June 2019, pp. 1017-1022.
    BibTeX TR2019-055 PDF
    • @inproceedings{Romeres2019jun,
    • author = {Romeres, Diego and Jha, Devesh K. and Dau, Hoang and Yerazunis, William S. and Nikovski, Daniel N.},
    • title = {{Anomaly Detection for Insertion Tasks in Robotic Assembly Using Gaussian Process Models}},
    • booktitle = {European Control Conference (ECC)},
    • year = 2019,
    • pages = {1017--1022},
    • month = jun,
    • publisher = {IEEE},
    • doi = {10.23919/ECC.2019.8795698},
    • isbn = {978-3-907144-00-8},
    • url = {https://www.merl.com/publications/TR2019-055}
    • }