Publications

664 / 3,882 publications found.


  •  Deshpande, V.M., Vinod, A.P., "Dynamic Sensor Scheduling for Spatio-temporal Monitoring of Water Bodies", IEEE Conference on Control Technology and Applications (CCTA), August 2025.
    BibTeX TR2025-117 PDF
    • @inproceedings{Deshpande2025aug,
    • author = {Deshpande, Vedang M. and Vinod, Abraham P.},
    • title = {{Dynamic Sensor Scheduling for Spatio-temporal Monitoring of Water Bodies}},
    • booktitle = {IEEE Conference on Control Technology and Applications (CCTA)},
    • year = 2025,
    • month = aug,
    • url = {https://www.merl.com/publications/TR2025-117}
    • }
  •  Steinmetz, C., Uhle, C., Everardo, F., Mitcheltree, C., McElveen, J.K., Jot, J.-M., Wichern, G., "Audio Signal Processing in the Artificial Intelligence Era: Challenges and Directions", Journal of the Audio Engineering Society, August 2025.
    BibTeX TR2025-116 PDF
    • @article{Steinmetz2025aug,
    • author = {Steinmetz, Christian and Uhle, Christian and Everardo, Flavio and Mitcheltree, Christopher and McElveen, J. Keith and Jot, Jean-Marc and Wichern, Gordon},
    • title = {{Audio Signal Processing in the Artificial Intelligence Era: Challenges and Directions}},
    • journal = {Journal of the Audio Engineering Society},
    • year = 2025,
    • month = aug,
    • url = {https://www.merl.com/publications/TR2025-116}
    • }
  •  Lewis, A., White, M., Liu, J., Koike-Akino, T., Parsons, K., Wang, Y., "Winning Big with Small Models: Knowledge Distillation vs. Self-Training for Reducing Hallucination in Product QA Agents", ACL 2025 workshop on Generation, Evaluation & Metrics (GEM), July 2025.
    BibTeX TR2025-114 PDF
    • @inproceedings{Lewis2025jul2,
    • author = {Lewis, Ashley and White, Michael and Liu, Jing and Koike-Akino, Toshiaki and Parsons, Kieran and Wang, Ye},
    • title = {{Winning Big with Small Models: Knowledge Distillation vs. Self-Training for Reducing Hallucination in Product QA Agents}},
    • booktitle = {ACL 2025 workshop on Generation, Evaluation \& Metrics (GEM)},
    • year = 2025,
    • month = jul,
    • url = {https://www.merl.com/publications/TR2025-114}
    • }
  •  Kato, S., Wang, P., Koike-Akino, T., Fujihashi, T., Mansour, H., Boufounos, P.T., "Multi-Band Wi-Fi Neural Dynamic Fusion", IEEE Transactions on Wireless Communications, July 2025.
    BibTeX TR2025-115 PDF
    • @article{Kato2025jul,
    • author = {Kato, Sorachi and Wang, Pu and Koike-Akino, Toshiaki and Fujihashi, Takuya and Mansour, Hassan and Boufounos, Petros T.},
    • title = {{Multi-Band Wi-Fi Neural Dynamic Fusion}},
    • journal = {IEEE Transactions on Wireless Communications},
    • year = 2025,
    • month = jul,
    • url = {https://www.merl.com/publications/TR2025-115}
    • }
  •  Almudévar, A., Hernández-Lobato, J.M., Khurana, S., Marxer, R., Ortega, A., "Aligning Multimodal Representations through an Information Bottleneck", International Conference on Machine Learning (ICML), July 2025.
    BibTeX TR2025-109 PDF
    • @inproceedings{Almudévar2025jul,
    • author = {Almudévar, Antonio and Hernández-Lobato, José, M and Khurana, Sameer and Marxer, Ricard and Ortega, Alfonso},
    • title = {{Aligning Multimodal Representations through an Information Bottleneck}},
    • booktitle = {International Conference on Machine Learning (ICML)},
    • year = 2025,
    • month = jul,
    • url = {https://www.merl.com/publications/TR2025-109}
    • }
  •  Liu, J., Koike-Akino, T., Wang, Y., Mansour, H., Brand, M., "AWP: Activation-Aware Weight Pruning and Quantization with Projected Gradient Descent", International Conference on Machine Learning (ICML) workshop, July 2025.
    BibTeX TR2025-111 PDF
    • @inproceedings{Liu2025jul,
    • author = {Liu, Jing and Koike-Akino, Toshiaki and Wang, Ye and Mansour, Hassan and Brand, Matthew},
    • title = {{AWP: Activation-Aware Weight Pruning and Quantization with Projected Gradient Descent}},
    • booktitle = {International Conference on Machine Learning (ICML) workshop},
    • year = 2025,
    • month = jul,
    • url = {https://www.merl.com/publications/TR2025-111}
    • }
  •  Koike-Akino, T., Liu, J., Wang, Y., "u-MoE: Test-Time Pruning as Micro-Grained Mixture-of-Experts", International Conference on Machine Learning (ICML) Workshop, July 2025.
    BibTeX TR2025-112 PDF
    • @inproceedings{Koike-Akino2025jul,
    • author = {Koike-Akino, Toshiaki and Liu, Jing and Wang, Ye},
    • title = {{u-MoE: Test-Time Pruning as Micro-Grained Mixture-of-Experts}},
    • booktitle = {International Conference on Machine Learning (ICML) Workshop},
    • year = 2025,
    • month = jul,
    • url = {https://www.merl.com/publications/TR2025-112}
    • }
  •  Zhang, Q., Avraamidou, S., Paulson, J.A., Thakkar, V., Wang, Z., Chiang, L., Braun, B., Rathi, T., Chakrabarty, A., Sorouifar, F., Tang, W.-T., Guertin, F., Munoz, P., Sampat, A., "Navigating the Trade-offs and Synergies of Economic and Environmental Sustainability Using Process Systems Engineering", American Control Conference (ACC), July 2025.
    BibTeX TR2025-106 PDF
    • @inproceedings{Zhang2025jul2,
    • author = {Zhang, Qi and Avraamidou, Styliani and Paulson, Joel A. and Thakkar, Vyom and Wang, Zhenyu and Chiang, Leo and Braun, Birgit and Rathi, Tushar and Chakrabarty, Ankush and Sorouifar, Farshud and Tang, Wei-Ting and Guertin, France and Munoz, Paola and Sampat, Apoorva},
    • title = {{Navigating the Trade-offs and Synergies of Economic and Environmental Sustainability Using Process Systems Engineering}},
    • booktitle = {American Control Conference (ACC)},
    • year = 2025,
    • month = jul,
    • url = {https://www.merl.com/publications/TR2025-106}
    • }
  •  Zhang, X., Mowlavi, S., Benosman, M., Basar, T., "Policy Optimization for PDE Control with a Warm Start", American Control Conference (ACC), July 2025.
    BibTeX TR2025-105 PDF
    • @inproceedings{Zhang2025jul,
    • author = {Zhang, Xiangyuan and Mowlavi, Saviz and Benosman, Mouhacine and Basar, Tamer},
    • title = {{Policy Optimization for PDE Control with a Warm Start}},
    • booktitle = {American Control Conference (ACC)},
    • year = 2025,
    • month = jul,
    • url = {https://www.merl.com/publications/TR2025-105}
    • }
  •  Chavez Armijos, A., Berntorp, K., Di Cairano, S., "Safe Interactive Motion Planning by Differentiable Optimal Control and Online Preference Learning", American Control Conference (ACC), July 2025.
    BibTeX TR2025-104 PDF
    • @inproceedings{ChavezArmijos2025jul,
    • author = {Chavez Armijos, Andres and Berntorp, Karl and {Di Cairano}, Stefano},
    • title = {{Safe Interactive Motion Planning by Differentiable Optimal Control and Online Preference Learning}},
    • booktitle = {American Control Conference (ACC)},
    • year = 2025,
    • month = jul,
    • url = {https://www.merl.com/publications/TR2025-104}
    • }
  •  Santra, A., Wang, P., Shaker, G., Mysore, B.S., Dolmans, G., Chen, Y., Shariati, N., Pandharipande, A., "Machine Learning-Powered Radio Frequency Sensing: A Review", IEEE Sensors Journal, June 2025.
    BibTeX TR2025-099 PDF
    • @article{Santra2025jun,
    • author = {Santra, Avik and Wang, Pu and Shaker, George and Mysore, Bhavani Shankar and Dolmans, Guido and Chen, Yan and Shariati, Negin and Pandharipande, Ashish},
    • title = {{Machine Learning-Powered Radio Frequency Sensing: A Review}},
    • journal = {IEEE Sensors Journal},
    • year = 2025,
    • month = jun,
    • url = {https://www.merl.com/publications/TR2025-099}
    • }
  •  Ma, H., Zhang, T., Li, N., Di Cairano, S., Wang, Y., "A Hierarchical Approach for Tractor-trailer Motion Planning Using Graph Search and Reinforcement Learning", European Control Conference (ECC), June 2025.
    BibTeX TR2025-093 PDF
    • @inproceedings{Ma2025jun,
    • author = {Ma, Haitong and Zhang, Tianpeng and Li, Na and {Di Cairano}, Stefano and Wang, Yebin},
    • title = {{A Hierarchical Approach for Tractor-trailer Motion Planning Using Graph Search and Reinforcement Learning}},
    • booktitle = {European Control Conference (ECC)},
    • year = 2025,
    • month = jun,
    • url = {https://www.merl.com/publications/TR2025-093}
    • }
  •  Wang, R., Wang, Y., Liu, J., Koike-Akino, T., "Quantum Diffusion Models for Few-Shot Learning", ICAD, June 2025.
    BibTeX TR2025-095 PDF
    • @inproceedings{Wang2025jun2,
    • author = {Wang, Ruhan and Wang, Ye and Liu, Jing and Koike-Akino, Toshiaki},
    • title = {{Quantum Diffusion Models for Few-Shot Learning}},
    • booktitle = {ICAD},
    • year = 2025,
    • month = jun,
    • url = {https://www.merl.com/publications/TR2025-095}
    • }
  •  Sun, S., Wang, Y., Koike-Akino, T., Yamamoto, T., Sakamoto, Y., Wang, B., "Image-based Deep Learning Models for Electric Motors", International Conference on the Computation of Electromagnetic Fields (COMPUMAG), June 2025.
    BibTeX TR2025-088 PDF
    • @inproceedings{Sun2025jun,
    • author = {Sun, Siyuan and Wang, Ye and Koike-Akino, Toshiaki and Yamamoto, Tatsuya and Sakamoto, Yusuke and Wang, Bingnan},
    • title = {{Image-based Deep Learning Models for Electric Motors}},
    • booktitle = {International Conference on the Computation of Electromagnetic Fields (COMPUMAG)},
    • year = 2025,
    • month = jun,
    • url = {https://www.merl.com/publications/TR2025-088}
    • }
  •  Li, X., Wang, Y., Ozbay, K., Jiang, Z.-P., "Physics-informed Machine Learning with Heuristic Feedback Control Layer for Autonomous Vehicle Control", IEEE Intelligent Vehicles Symposium (IV), June 2025.
    BibTeX TR2025-087 PDF
    • @inproceedings{Li2025jun2,
    • author = {Li, Xianning and Wang, Yebin and Ozbay, Kaan and Jiang, Zhong-Ping},
    • title = {{Physics-informed Machine Learning with Heuristic Feedback Control Layer for Autonomous Vehicle Control}},
    • booktitle = {IEEE Intelligent Vehicles Symposium (IV)},
    • year = 2025,
    • month = jun,
    • url = {https://www.merl.com/publications/TR2025-087}
    • }
  •  Masuyama, Y., "Single- and Multi-Channel Speech Enhancement and Separation for Far-Field Conversation Recognition," Tech. Rep. TR2025-097, Jelinek Summer Workshop on Speech and Language Technology (JSALT), June 2025.
    BibTeX TR2025-097 PDF
    • @techreport{Masuyama2025jun,
    • author = {{{Masuyama, Yoshiki}}},
    • title = {{{Single- and Multi-Channel Speech Enhancement and Separation for Far-Field Conversation Recognition}}},
    • institution = {Jelinek Summer Workshop on Speech and Language Technology (JSALT)},
    • year = 2025,
    • month = jun,
    • url = {https://www.merl.com/publications/TR2025-097}
    • }
  •  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), Isola, P. and Kjellström, H. and Lepetit, V. and Li, F. and Su, H. and Tang, S., Eds., DOI: 10.1109/​CVPR52734.2025.02378, June 2025, pp. 25539-25548.
    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,
    • editor = {Isola, P. and Kjellström, H. and Lepetit, V. and Li, F. and Su, H. and Tang, S.},
    • pages = {25539--25548},
    • month = jun,
    • publisher = {IEEE},
    • doi = {10.1109/CVPR52734.2025.02378},
    • issn = {2575-7075},
    • isbn = {979-8-3315-4364-8},
    • 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, pp. 2499-2509.
    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,
    • pages = {2499--2509},
    • 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, pp. 3787-3796.
    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,
    • pages = {3787--3796},
    • 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, pp. 3116-3126.
    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,
    • pages = {3116--3126},
    • month = jun,
    • publisher = {CVF},
    • url = {https://www.merl.com/publications/TR2025-073}
    • }