- Guo, P., Liu, D., Wang, B., Wang, Y., Inoue, H., Kanemaru, M., "Deep Generalized Canonical Correlation Analysis for Motor Fault Diagnosis", 2025 IEEE Industry Applications Society Annual Meeting (IAS), June 2025.
BibTeX TR2025-085 PDF- @inproceedings{Guo2025jun2,
- author = {Guo, Peikun and Liu, Dehong and Wang, Bingnan and Wang, Yebin and Inoue, Hiroshi and Kanemaru, Makoto},
- title = {{Deep Generalized Canonical Correlation Analysis for Motor Fault Diagnosis}},
- booktitle = {2025 IEEE Industry Applications Society Annual Meeting (IAS)},
- year = 2025,
- month = jun,
- url = {https://www.merl.com/publications/TR2025-085}
- }
- Jung, Y.G., Park, J., Yoon, J., Peng, K.-C., Kim, W., Teoh, A.B.J., Camps, O., "TailedCore: Few-Shot Sampling for Unsupervised Long-Tail Noisy Anomaly Detection", IEEE Conference on Computer Vision and Pattern Recognition (CVPR), June 2025.
BibTeX TR2025-077 PDF Video Presentation- @inproceedings{Jung2025jun,
- author = {{{Jung, Yoon G. and Park, Jaewoo and Yoon, Jaeho and Peng, Kuan-Chuan and Kim, Wonchul and Teoh, Andrew B. J. and Camps, Octavia}}},
- title = {{{TailedCore: Few-Shot Sampling for Unsupervised Long-Tail Noisy Anomaly Detection}}},
- booktitle = {IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
- year = 2025,
- month = jun,
- url = {https://www.merl.com/publications/TR2025-077}
- }
- Lai, Y.-H., Ebbers, J., Wang, Y.-C.F., Germain, F.G., Jones, M.J., Chatterjee, M., "UWAV: Uncertainty-weighted Weakly-supervised Audio-Visual Video Parsing", IEEE Conference on Computer Vision and Pattern Recognition (CVPR), June 2025.
BibTeX TR2025-072 PDF- @inproceedings{Lai2025jun,
- author = {Lai, Yung-Hsuan and Ebbers, Janek and Wang, Yu-Chiang Frank and Germain, François G and Jones, Michael J. and Chatterjee, Moitreya},
- title = {{UWAV: Uncertainty-weighted Weakly-supervised Audio-Visual Video Parsing}},
- booktitle = {IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
- year = 2025,
- month = jun,
- url = {https://www.merl.com/publications/TR2025-072}
- }
- Hegde, D., Lohit, S., Peng, K.-C., Jones, M.J., Patel, V.M., "Multimodal 3D Object Detection on Unseen Domains", IEEE Conference on Computer Vision and Pattern Recognition (CVPR) Workshop, June 2025.
BibTeX TR2025-078 PDF- @inproceedings{Hegde2025jun,
- author = {Hegde, Deepti and Lohit, Suhas and Peng, Kuan-Chuan and Jones, Michael J. and Patel, Vishal M.},
- title = {{Multimodal 3D Object Detection on Unseen Domains}},
- booktitle = {IEEE Conference on Computer Vision and Pattern Recognition (CVPR) Workshop},
- year = 2025,
- month = jun,
- url = {https://www.merl.com/publications/TR2025-078}
- }
- Koike-Akino, T., Chen, X., Liu, J., Wang, Y., Wang, P., Brand, M., "LatentLLM: Attention-Aware Joint Tensor Compression", IEEE Conference on Computer Vision and Pattern Recognition (CVPR) Workshop, June 2025.
BibTeX TR2025-075 PDF- @inproceedings{Koike-Akino2025jun,
- author = {Koike-Akino, Toshiaki and Chen, Xiangyu and Liu, Jing and Wang, Ye and Wang, Pu and Brand, Matthew},
- title = {{LatentLLM: Attention-Aware Joint Tensor Compression}},
- booktitle = {IEEE Conference on Computer Vision and Pattern Recognition (CVPR) Workshop},
- year = 2025,
- month = jun,
- url = {https://www.merl.com/publications/TR2025-075}
- }
- Li, K., Zhang, T., Peng, K.-C., Wang, G., "PF3Det: A Prompted Foundation Feature Assisted Visual LiDAR 3D Detector", IEEE Conference on Computer Vision and Pattern Recognition (CVPR) Workshop, June 2025.
BibTeX TR2025-076 PDF Presentation- @inproceedings{Li2025jun,
- author = {{{Li, Kaidong and Zhang, Tianxiao and Peng, Kuan-Chuan and Wang, Guanghui}}},
- title = {{{PF3Det: A Prompted Foundation Feature Assisted Visual LiDAR 3D Detector}}},
- booktitle = {IEEE Conference on Computer Vision and Pattern Recognition (CVPR) Workshop},
- year = 2025,
- month = jun,
- url = {https://www.merl.com/publications/TR2025-076}
- }
- Chen, X., Liu, J., Wang, Y., Brand, M., Wang, P., Koike-Akino, T., "TuneComp: Joint Fine-Tuning and Compression for Large Foundation Models", IEEE Conference on Computer Vision and Pattern Recognition (CVPR) workshop on Efficient and On-Device Generation, June 2025.
BibTeX TR2025-079 PDF- @inproceedings{Chen2025jun,
- author = {Chen, Xiangyu and Liu, Jing and Wang, Ye and Brand, Matthew and Wang, Pu and Koike-Akino, Toshiaki},
- title = {{TuneComp: Joint Fine-Tuning and Compression for Large Foundation Models}},
- booktitle = {IEEE Conference on Computer Vision and Pattern Recognition (CVPR) workshop on Efficient and On-Device Generation},
- year = 2025,
- month = jun,
- url = {https://www.merl.com/publications/TR2025-079}
- }
- Sawada, N., Miraldo, P., Lohit, S., Marks, T.K., Chatterjee, M., "FreBIS: Frequency-Based Stratification for Neural Implicit Surface Representations", IEEE Conference on Computer Vision and Pattern Recognition Workshop (CVPR), June 2025.
BibTeX TR2025-074 PDF- @inproceedings{Sawada2025jun,
- author = {Sawada, Naoko and Miraldo, Pedro and Lohit, Suhas and Marks, Tim K. and Chatterjee, Moitreya},
- title = {{FreBIS: Frequency-Based Stratification for Neural Implicit Surface Representations}},
- booktitle = {IEEE Conference on Computer Vision and Pattern Recognition Workshop (CVPR)},
- year = 2025,
- month = jun,
- url = {https://www.merl.com/publications/TR2025-074}
- }
- Ni, Y., Wen, S., Koniusz, P., Cherian, A., "Noise Consistency Regularization for Improved Subject-Driven Image Synthesis", IEEE Conference on Computer Vision and Pattern Recognition Workshops (CVPR), June 2025.
BibTeX TR2025-073 PDF- @inproceedings{Ni2025jun,
- author = {Ni, Yao and Wen, Song and Koniusz, Piotr and Cherian, Anoop},
- title = {{Noise Consistency Regularization for Improved Subject-Driven Image Synthesis}},
- booktitle = {IEEE Conference on Computer Vision and Pattern Recognition Workshops (CVPR)},
- year = 2025,
- month = jun,
- url = {https://www.merl.com/publications/TR2025-073}
- }
- Hazarika, A., Guo, J., Parsons, K., Nagai, Y., Sumi, T., Orlik, P.V., Rahmati, M., "AgriNex: Next-Gen Smart Agriculture with LLM-Integrated UAV-IoT Solutions", IEEE International Conference on Communications Workshops (ICC), June 2025.
BibTeX TR2025-081 PDF- @inproceedings{Hazarika2025jun,
- author = {Hazarika, Ananya and Guo, Jianlin and Parsons, Kieran and Nagai, Yukimasa and Sumi, Takenori and Orlik, Philip V. and Rahmati, Mehdi},
- title = {{AgriNex: Next-Gen Smart Agriculture with LLM-Integrated UAV-IoT Solutions}},
- booktitle = {IEEE International Conference on Communications Workshops (ICC)},
- year = 2025,
- month = jun,
- url = {https://www.merl.com/publications/TR2025-081}
- }
- Abdallah, A., Zhou, S., Wang, P., "IEEE 802.11bf Multistatic Sensing with Unsynchronized Receivers", IEEE Statistical Signal Processing Workshop (SSP), June 2025.
BibTeX TR2025-080 PDF- @inproceedings{Abdallah2025jun,
- author = {Abdallah, Ayah and Zhou, Shengli and Wang, Pu},
- title = {{IEEE 802.11bf Multistatic Sensing with Unsynchronized Receivers}},
- booktitle = {IEEE Statistical Signal Processing Workshop (SSP)},
- year = 2025,
- month = jun,
- url = {https://www.merl.com/publications/TR2025-080}
- }
- Teh, A., Ali, W.H., Rapp, J., Mansour, H., "Indoor Airflow Imaging Using Physics-Informed Background-Oriented Schlieren Tomography", International Symposium on Computational Sensing (ISCS), June 2025.
BibTeX TR2025-071 PDF- @inproceedings{Teh2025jun,
- author = {Teh, Arjun and Ali, Wael H. and Rapp, Joshua and Mansour, Hassan},
- title = {{Indoor Airflow Imaging Using Physics-Informed Background-Oriented Schlieren Tomography}},
- booktitle = {International Symposium on Computational Sensing (ISCS)},
- year = 2025,
- month = jun,
- url = {https://www.merl.com/publications/TR2025-071}
- }
- Lu, K., Ma, C., Hori, C., Romeres, D., "KitchenVLA: Iterative Vision-Language Corrections for Robotic Execution of Human Tasks", IEEE International Conference on Robotics and Automation Workshop on Safely Leveraging Vision-Language Foundation Models in Robotics (SafeLVMs@ICRA), May 2025.
BibTeX TR2025-068 PDF- @inproceedings{Lu2025may,
- author = {Lu, Kai and Ma, Chenyang and Hori, Chiori and Romeres, Diego},
- title = {{KitchenVLA: Iterative Vision-Language Corrections for Robotic Execution of Human Tasks}},
- booktitle = {IEEE International Conference on Robotics and Automation Workshop on Safely Leveraging Vision-Language Foundation Models in Robotics (SafeLVMs@ICRA)},
- year = 2025,
- month = may,
- url = {https://www.merl.com/publications/TR2025-068}
- }
- Giammarino, V., Queeney, J., Paschalidis, I.C., "Visually Robust Adversarial Imitation Learning from Videos with Contrastive Learning", IEEE International Conference on Robotics and Automation (ICRA), May 2025.
BibTeX TR2025-065 PDF- @inproceedings{Giammarino2025may,
- author = {Giammarino, Vittorio and Queeney, James and Paschalidis, Ioannis Ch.},
- title = {{Visually Robust Adversarial Imitation Learning from Videos with Contrastive Learning}},
- booktitle = {IEEE International Conference on Robotics and Automation (ICRA)},
- year = 2025,
- month = may,
- url = {https://www.merl.com/publications/TR2025-065}
- }
- Ji, D.-Y., Wang, B., Inoue, H., Kanemaru, M., "Motor Fault Detection with a Hybrid Physics-based and Data-Driven Method", IEEE International Electric Machines and Drives Conference (IEMDC), May 2025.
BibTeX TR2025-062 PDF- @inproceedings{Ji2025may,
- author = {Ji, Dai-Yan and Wang, Bingnan and Inoue, Hiroshi and Kanemaru, Makoto},
- title = {{Motor Fault Detection with a Hybrid Physics-based and Data-Driven Method}},
- booktitle = {IEEE International Electric Machines and Drives Conference (IEMDC)},
- year = 2025,
- month = may,
- url = {https://www.merl.com/publications/TR2025-062}
- }
- Sun, S., Wang, Y., Koike-Akino, T., Yamamoto, T., Sakamoto, Y., Wang, B., "Electric Motor Cogging Torque Prediction with Vision Transformer Models", IEEE International Electric Machines and Drives Conference (IEMDC), May 2025.
BibTeX TR2025-059 PDF- @inproceedings{Sun2025may,
- author = {Sun, Siyuan and Wang, Ye and Koike-Akino, Toshiaki and Yamamoto, Tatsuya and Sakamoto, Yusuke and Wang, Bingnan},
- title = {{Electric Motor Cogging Torque Prediction with Vision Transformer Models}},
- booktitle = {IEEE International Electric Machines and Drives Conference (IEMDC)},
- year = 2025,
- month = may,
- url = {https://www.merl.com/publications/TR2025-059}
- }
- Singh, A., Jones, M.J., Peng, K.-C., Chatterjee, M., Cherian, A., Learned-Miller, E., "Improving Open-World Object Localization by Discovering Background", CVPR Workshop on Domain Generalization: Evolution, Breakthroughs and Future Horizon, May 2025.
BibTeX TR2025-058 PDF- @inproceedings{Singh2025may,
- author = {Singh, Ashish and Jones, Michael J. and Peng, Kuan-Chuan and Chatterjee, Moitreya and Cherian, Anoop and Learned-Miller, Erik},
- title = {{Improving Open-World Object Localization by Discovering Background}},
- booktitle = {CVPR Workshop on Domain Generalization: Evolution, Breakthroughs and Future Horizon},
- year = 2025,
- month = may,
- url = {https://www.merl.com/publications/TR2025-058}
- }
- Basu, S., Lohit, S., Brand, M., "G-RepsNet: A Lightweight Construction of Equivariant Net- works for Arbitrary Matrix Groups", Transactions on Machine Learning Research (TMLR), May 2025.
BibTeX TR2025-056 PDF Software- @article{Basu2025may,
- author = {Basu, Sourya and Lohit, Suhas and Brand, Matthew},
- title = {{G-RepsNet: A Lightweight Construction of Equivariant Net- works for Arbitrary Matrix Groups}},
- journal = {Transactions on Machine Learning Research (TMLR)},
- year = 2025,
- month = may,
- url = {https://www.merl.com/publications/TR2025-056}
- }
- Masuyama, Y., Chang, X., Zhang, W., Cornell, S., Wang, Z.-Q., Ono, N., Qian, Y., Watanabe, S., "An End-to-End Integration of Speech Separation and Recognition with Self-Supervised Learning Representation", Computer Speech & Language, DOI: 10.1016/j.csl.2025.101813, Vol. 95, pp. 101813, May 2025.
BibTeX TR2025-054 PDF- @article{Masuyama2025may,
- author = {Masuyama, Yoshiki and Chang, Xuankai and Zhang, Wangyou and Cornell, Samuele and Wang, Zhong-Qiu and Ono, Nobutaka and Qian, Yanmin and Watanabe, Shinji},
- title = {{An End-to-End Integration of Speech Separation and Recognition with Self-Supervised Learning Representation}},
- journal = {Computer Speech \& Language},
- year = 2025,
- volume = 95,
- pages = 101813,
- month = may,
- doi = {10.1016/j.csl.2025.101813},
- issn = {0885-2308},
- url = {https://www.merl.com/publications/TR2025-054}
- }
- Chen, Y., Jha, D.K., Tomizuka, M., Romeres, D., "FDPP: Fine-tune Diffusion Policy with Human Preference", IEEE International Conference on Robotics and Automation (ICRA), May 2025.
BibTeX TR2025-053 PDF Video- @inproceedings{Chen2025may,
- author = {Chen, Yuxin and Jha, Devesh K. and Tomizuka, Masayoshi and Romeres, Diego},
- title = {{FDPP: Fine-tune Diffusion Policy with Human Preference}},
- booktitle = {IEEE International Conference on Robotics and Automation (ICRA)},
- year = 2025,
- month = may,
- url = {https://www.merl.com/publications/TR2025-053}
- }
- Koike-Akino, T., Tonin, F., Wu, Y., Wu, F.Z., Candogan, L.N., Cevher, V., "Quantum-PEFT: Ultra Parameter-Efficient Fine-Tuning", International Conference on Learning Representations (ICLR), April 2025.
BibTeX TR2025-051 PDF- @inproceedings{Koike-Akino2025apr,
- author = {Koike-Akino, Toshiaki and Tonin,Francesco and Wu,Yongtao and Wu,Frank Zhengqing and Candogan,Leyla Naz and Cevher, Volkan},
- title = {{Quantum-PEFT: Ultra Parameter-Efficient Fine-Tuning}},
- booktitle = {International Conference on Learning Representations (ICLR)},
- year = 2025,
- month = apr,
- url = {https://www.merl.com/publications/TR2025-051}
- }
- Tang, H., Ellis, K., Lohit, S., Jones, M.J., Chatterjee, M., "Programmatic Video Prediction Using Large Language Models", International Conference on Learning Representations Workshops (ICLRW), April 2025.
BibTeX TR2025-049 PDF- @inproceedings{Tang2025apr,
- author = {Tang, Hao and Ellis, Kevin and Lohit, Suhas and Jones, Michael J. and Chatterjee, Moitreya},
- title = {{Programmatic Video Prediction Using Large Language Models}},
- booktitle = {International Conference on Learning Representations Workshops (ICLRW)},
- year = 2025,
- month = apr,
- url = {https://www.merl.com/publications/TR2025-049}
- }
- Araki, S., Ito, N., Haeb-Umbach, R., Wichern, G., Wang, Z.-Q., Mitsufuji, Y., "30+ Years of Source Separation Research: Achievements and Future Challenges", IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), April 2025.
BibTeX TR2025-036 PDF- @inproceedings{Araki2025mar,
- author = {Araki, Shoko and Ito, Nobutaka and Haeb-Umbach, Reinhold and Wichern, Gordon and Wang, Zhong-Qiu and Mitsufuji, Yuki},
- title = {{30+ Years of Source Separation Research: Achievements and Future Challenges}},
- booktitle = {IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP)},
- year = 2025,
- month = mar,
- url = {https://www.merl.com/publications/TR2025-036}
- }
- Ebbers, J., Germain, F.G., Wilkinghoff, K., Wichern, G., Le Roux, J., "No Class Left Behind: A Closer Look at Class Balancing for Audio Tagging", IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), DOI: 10.1109/ICASSP49660.2025.10890706, April 2025.
BibTeX TR2025-037 PDF- @inproceedings{Ebbers2025mar,
- author = {Ebbers, Janek and Germain, François G and Wilkinghoff, Kevin and Wichern, Gordon and {Le Roux}, Jonathan},
- title = {{No Class Left Behind: A Closer Look at Class Balancing for Audio Tagging}},
- booktitle = {IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP)},
- year = 2025,
- month = mar,
- doi = {10.1109/ICASSP49660.2025.10890706},
- url = {https://www.merl.com/publications/TR2025-037}
- }
- Gruttadauria, E., Fontaine, M., Le Roux, J., Essid, S., "O-EENC-SD: Efficient Online End-to-End Neural Clustering for Speaker Diarization", IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), DOI: 10.1109/ICASSP49660.2025.10890837, April 2025.
BibTeX TR2025-031 PDF- @inproceedings{Gruttadauria2025mar,
- author = {Gruttadauria, Elio and Fontaine, Mathieu and {Le Roux}, Jonathan and Essid, Slim},
- title = {{{O-EENC-SD}: Efficient Online End-to-End Neural Clustering for Speaker Diarization}},
- booktitle = {IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP)},
- year = 2025,
- month = mar,
- doi = {10.1109/ICASSP49660.2025.10890837},
- url = {https://www.merl.com/publications/TR2025-031}
- }