Publications

688 / 3,925 publications found.


  •  Wilkinghoff, K., Fujimura, T., Imoto, K., Le Roux, J., Tan, Z.-H., Toda, T., "Handling Domain Shifts for Anomalous Sound Detection: A Review of DCASE-Related Work", Workshop on Detection and Classification of Acoustic Scenes and Events (DCASE), October 2025.
    BibTeX TR2025-157 PDF
    • @inproceedings{Wilkinghoff2025oct,
    • author = {Wilkinghoff, Kevin and Fujimura, Takuya and Imoto, Keisuke and {Le Roux}, Jonathan and Tan, Zheng-Hua and Toda, Tomoki},
    • title = {{Handling Domain Shifts for Anomalous Sound Detection: A Review of DCASE-Related Work}},
    • booktitle = {Workshop on Detection and Classification of Acoustic Scenes and Events (DCASE)},
    • year = 2025,
    • month = oct,
    • url = {https://www.merl.com/publications/TR2025-157}
    • }
  •  Yataka, R., Wang, P., Boufounos, P.T., Takahashi, R., "Radar-Conditioned 3D Bounding Box Diffusion for Indoor Human Perception", IEEE International Conference on Computer Vision (ICCV) Workshop, October 2025.
    BibTeX TR2025-154 PDF
    • @inproceedings{Yataka2025oct,
    • author = {Yataka, Ryoma and Wang, Pu and Boufounos, Petros T. and Takahashi, Ryuhei},
    • title = {{Radar-Conditioned 3D Bounding Box Diffusion for Indoor Human Perception}},
    • booktitle = {IEEE International Conference on Computer Vision (ICCV) Workshop},
    • year = 2025,
    • month = oct,
    • url = {https://www.merl.com/publications/TR2025-154}
    • }
  •  Sun, H., Otake, Y., Matsuyama, K., Raghunathan, A., "Switchgear Partial Discharge Diagnosis Using Scarce Fault Records", IEEE PES Innovative Smart Grid Technologies Conference - Europe (ISGT Europe), October 2025.
    BibTeX TR2025-155 PDF
    • @inproceedings{Sun2025oct,
    • author = {Sun, Hongbo and Otake, Yasutomo and Matsuyama, Kotaro and Raghunathan, Arvind},
    • title = {{Switchgear Partial Discharge Diagnosis Using Scarce Fault Records}},
    • booktitle = {IEEE PES Innovative Smart Grid Technologies Conference - Europe (ISGT Europe)},
    • year = 2025,
    • month = oct,
    • url = {https://www.merl.com/publications/TR2025-155}
    • }
  •  Piedade, V., Chitturi, S., Gaspar, J., Govindu, V., Miraldo, P., "SAC-GNC: SAmple Consensus for adaptive Graduated Non-Convexity", IEEE International Conference on Computer Vision (ICCV), October 2025.
    BibTeX TR2025-146 PDF Presentation
    • @inproceedings{Piedade2025oct,
    • author = {{{Piedade, Valter and Chitturi, Sidhartha and Gaspar, Jose and Govindu, Venu and Miraldo, Pedro}}},
    • title = {{{SAC-GNC: SAmple Consensus for adaptive Graduated Non-Convexity}}},
    • booktitle = {IEEE International Conference on Computer Vision (ICCV)},
    • year = 2025,
    • month = oct,
    • url = {https://www.merl.com/publications/TR2025-146}
    • }
  •  Yang, C.-A., Peng, K.-C., Yeh, R., "Toward Long-Tailed Online Anomaly Detection through Class-Agnostic Concepts", IEEE International Conference on Computer Vision (ICCV), October 2025.
    BibTeX TR2025-124 PDF Video Data Presentation
    • @inproceedings{Yang2025oct,
    • author = {{{Yang, Chiao-An and Peng, Kuan-Chuan and Yeh, Raymond}}},
    • title = {{{Toward Long-Tailed Online Anomaly Detection through Class-Agnostic Concepts}}},
    • booktitle = {IEEE International Conference on Computer Vision (ICCV)},
    • year = 2025,
    • month = oct,
    • url = {https://www.merl.com/publications/TR2025-124}
    • }
  •  Peng, K.-C., "Joint Training of Image Generator and Detector for Road Defect Detection", IEEE International Conference on Computer Vision (ICCV) Workshops, October 2025.
    BibTeX TR2025-149 PDF Video Presentation
    • @inproceedings{Peng2025oct,
    • author = {{{Peng, Kuan-Chuan}}},
    • title = {{{Joint Training of Image Generator and Detector for Road Defect Detection}}},
    • booktitle = {IEEE International Conference on Computer Vision (ICCV) Workshops},
    • year = 2025,
    • month = oct,
    • url = {https://www.merl.com/publications/TR2025-149}
    • }
  •  Kuwabara, A., Kirihara, H., Kato, S., Koike-Akino, T., Fujihashi, T., "L-GGSC: Learnable Graph-based Gaussian Splatting Compression", IEEE International Conference on Computer Vision Workshops (ICCV), October 2025.
    BibTeX TR2025-148 PDF
    • @inproceedings{Kuwabara2025oct,
    • author = {Kuwabara, Akihiro and Kirihara, Hinata and Kato, Sorachi and Koike-Akino, Toshiaki and Fujihashi, Takuya},
    • title = {{L-GGSC: Learnable Graph-based Gaussian Splatting Compression}},
    • booktitle = {IEEE International Conference on Computer Vision Workshops (ICCV)},
    • year = 2025,
    • month = oct,
    • url = {https://www.merl.com/publications/TR2025-148}
    • }
  •  Ma, H., Dai, B., Ren, Z., Wang, Y., Li, N., "Offline Imitation Learning upon Arbitrary Demonstrations by Pre-Training Dynamics Representations", IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS), October 2025.
    BibTeX TR2025-147 PDF
    • @inproceedings{Ma2025oct,
    • author = {Ma, Haitong and Dai, Bo and Ren, Zhaolin and Wang, Yebin and Li, Na},
    • title = {{Offline Imitation Learning upon Arbitrary Demonstrations by Pre-Training Dynamics Representations}},
    • booktitle = {IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS)},
    • year = 2025,
    • month = oct,
    • url = {https://www.merl.com/publications/TR2025-147}
    • }
  •  Shenoy, V., Wu, S., Comas, A., Lohit, S., Mansour, H., Marks, T.K., "Time-Series U-Net with Recurrence for Noise-Robust Imaging Photoplethysmography", IEEE Access, October 2025.
    BibTeX TR2025-145 PDF
    • @article{Shenoy2025oct,
    • author = {Shenoy, Vineet and Wu, Shaoju and Comas, Armand and Lohit, Suhas and Mansour, Hassan and Marks, Tim K.},
    • title = {{Time-Series U-Net with Recurrence for Noise-Robust Imaging Photoplethysmography}},
    • journal = {IEEE Access},
    • year = 2025,
    • month = oct,
    • url = {https://www.merl.com/publications/TR2025-145}
    • }
  •  Masuyama, Y., Germain, F.G., Wichern, G., Ick, C., Le Roux, J., "Physics-Informed Direction-Aware Neural Acoustic Fields", IEEE Workshop on Applications of Signal Processing to Audio and Acoustics (WASPAA), October 2025.
    BibTeX TR2025-142 PDF
    • @inproceedings{Masuyama2025oct,
    • author = {Masuyama, Yoshiki and Germain, François G and Wichern, Gordon and Ick, Christopher and {Le Roux}, Jonathan},
    • title = {{Physics-Informed Direction-Aware Neural Acoustic Fields}},
    • booktitle = {IEEE Workshop on Applications of Signal Processing to Audio and Acoustics (WASPAA)},
    • year = 2025,
    • month = oct,
    • url = {https://www.merl.com/publications/TR2025-142}
    • }
  •  Paissan, F., Wichern, G., Masuyama, Y., Aihara, R., Germain, F.G., Saijo, K., Le Roux, J., "FasTUSS: Faster Task-Aware Unified Source Separation", IEEE Workshop on Applications of Signal Processing to Audio and Acoustics (WASPAA), October 2025.
    BibTeX TR2025-143 PDF
    • @inproceedings{Paissan2025oct,
    • author = {Paissan, Francesco and Wichern, Gordon and Masuyama, Yoshiki and Aihara, Ryo and Germain, François G and Saijo, Kohei and {Le Roux}, Jonathan},
    • title = {{FasTUSS: Faster Task-Aware Unified Source Separation}},
    • booktitle = {IEEE Workshop on Applications of Signal Processing to Audio and Acoustics (WASPAA)},
    • year = 2025,
    • month = oct,
    • url = {https://www.merl.com/publications/TR2025-143}
    • }
  •  Ma, J., Dong, Y., Qiao, H., Laughman, C.R., "A physics-constrained deep learning framework for dynamic modeling of vapor compression systems", Applied Energy, September 2025.
    BibTeX TR2025-137 PDF
    • @article{Ma2025sep,
    • author = {Ma, JiaCheng and Dong, Yiyun and Qiao, Hongtao and Laughman, Christopher R.},
    • title = {{A physics-constrained deep learning framework for dynamic modeling of vapor compression systems}},
    • journal = {Applied Energy},
    • year = 2025,
    • month = sep,
    • url = {https://www.merl.com/publications/TR2025-137}
    • }
  •  Tang, W.-T., Vinod, A.P., Germain, F.G., Paulson, J.A., Laughman, C.R., Chakrabarty, A., "AI-Driven Scenario Discovery: Diffusion Models and Multi-Armed Bandits for Building Control Validation", Energy and Buildings, DOI: 10.1016/​j.enbuild.2025.116207, September 2025.
    BibTeX TR2025-132 PDF
    • @article{Tang2025sep,
    • author = {Tang, Wei-Ting and Vinod, Abraham P. and Germain, François G and Paulson, Joel A. and Laughman, Christopher R. and Chakrabarty, Ankush},
    • title = {{AI-Driven Scenario Discovery: Diffusion Models and Multi-Armed Bandits for Building Control Validation}},
    • journal = {Energy and Buildings},
    • year = 2025,
    • month = sep,
    • doi = {10.1016/j.enbuild.2025.116207},
    • url = {https://www.merl.com/publications/TR2025-132}
    • }
  •  Zhang, J., Cherian, A., Rodriguez, C., Deng, W., Gould, S., "Manual-PA: Learning 3D Part Assembly from Instruction Diagrams", IEEE International Conference on Computer Vision (ICCV), September 2025.
    BibTeX TR2025-139 PDF
    • @inproceedings{Zhang2025sep,
    • author = {Zhang, Jiahao and Cherian, Anoop and Rodriguez, Cristian and Deng, Weijian and Gould, Stephen},
    • title = {{Manual-PA: Learning 3D Part Assembly from Instruction Diagrams}},
    • booktitle = {IEEE International Conference on Computer Vision (ICCV)},
    • year = 2025,
    • month = sep,
    • url = {https://www.merl.com/publications/TR2025-139}
    • }
  •  Hu, Y., Lohit, S., Kamilov, U., Marks, T.K., "Multimodal Diffusion Bridge with Attention-Based SAR Fusion for Satellite Image Cloud Removal", IEEE Transactions on Geoscience and Remote Sensing, DOI: 10.1109/​TGRS.2025.3604654, Vol. 63, September 2025.
    BibTeX TR2025-138 PDF
    • @article{Hu2025sep2,
    • author = {Hu, Yuyang and Lohit, Suhas and Kamilov, Ulugbek and Marks, Tim K.},
    • title = {{Multimodal Diffusion Bridge with Attention-Based SAR Fusion for Satellite Image Cloud Removal}},
    • journal = {IEEE Transactions on Geoscience and Remote Sensing},
    • year = 2025,
    • volume = 63,
    • month = sep,
    • doi = {10.1109/TGRS.2025.3604654},
    • issn = {1558-0644},
    • url = {https://www.merl.com/publications/TR2025-138}
    • }
  •  Miyawaki, K., Qiao, H., Sciazko, A., Shikazono, N., "LSTM-Based Modeling and Cross-Correlation Sensitivity Analysis for Heat Pump Refrigerant Distribution", International Journal of Refrigeration, September 2025.
    BibTeX TR2025-141 PDF
    • @article{Miyawaki2025sep,
    • author = {Miyawaki, Kosuke and Qiao, Hongtao and Sciazko, Anna and Shikazono, Naoki},
    • title = {{LSTM-Based Modeling and Cross-Correlation Sensitivity Analysis for Heat Pump Refrigerant Distribution}},
    • journal = {International Journal of Refrigeration},
    • year = 2025,
    • month = sep,
    • url = {https://www.merl.com/publications/TR2025-141}
    • }
  •  Chakrabarty, A., Forgione, M., Piga, D., Bemporad, A., Laughman, C.R., "Zero-Shot Parameter Estimation of Modelica Models using Patch Transformer Networks", International Modelica and FMI Conference, September 2025.
    BibTeX TR2025-133 PDF
    • @inproceedings{Chakrabarty2025sep,
    • author = {Chakrabarty, Ankush and Forgione, Marco and Piga, Dario and Bemporad, Alberto and Laughman, Christopher R.},
    • title = {{Zero-Shot Parameter Estimation of Modelica Models using Patch Transformer Networks}},
    • booktitle = {International Modelica and FMI Conference},
    • year = 2025,
    • month = sep,
    • url = {https://www.merl.com/publications/TR2025-133}
    • }
  •  Liu, J., Koike-Akino, T., Wang, P., Brand, M., Parsons, K., Wang, Y., "LoDA: Low-Dimensional Adaptation of Large Language Models" in Springer Book, September 2025.
    BibTeX TR2025-130 PDF
    • @incollection{Liu2025sep,
    • author = {Liu, Jing and Koike-Akino, Toshiaki and Wang, Pu and Brand, Matthew and Parsons, Kieran and Wang, Ye},
    • title = {{LoDA: Low-Dimensional Adaptation of Large Language Models}},
    • booktitle = {Springer Book},
    • year = 2025,
    • month = sep,
    • url = {https://www.merl.com/publications/TR2025-130}
    • }
  •  Ji, D.-Y., Wang, B., Inoue, H., Kanemaru, M., "Simulation-to-Reality Domain Adaptation for Motor Fault Detection", IEEE International Symposium on Diagnostics for Electric Machines, Power Electronics and Drives (SDEMPED), August 2025.
    BibTeX TR2025-126 PDF
    • @inproceedings{Ji2025aug,
    • author = {Ji, Dai-Yan and Wang, Bingnan and Inoue, Hiroshi and Kanemaru, Makoto},
    • title = {{Simulation-to-Reality Domain Adaptation for Motor Fault Detection}},
    • booktitle = {IEEE International Symposium on Diagnostics for Electric Machines, Power Electronics and Drives (SDEMPED)},
    • year = 2025,
    • month = aug,
    • url = {https://www.merl.com/publications/TR2025-126}
    • }
  •  Yataka, R., Wang, P., Boufounos, P.T., Takahashi, R., "End-to-End Radar Human Segmentation with Differentiable Positional Encoding", European Signal Processing Conference (EUSIPCO), August 2025.
    BibTeX TR2025-125 PDF
    • @inproceedings{Yataka2025aug,
    • author = {Yataka, Ryoma and Wang, Pu and Boufounos, Petros T. and Takahashi, Ryuhei},
    • title = {{End-to-End Radar Human Segmentation with Differentiable Positional Encoding}},
    • booktitle = {European Signal Processing Conference (EUSIPCO)},
    • year = 2025,
    • month = aug,
    • url = {https://www.merl.com/publications/TR2025-125}
    • }
  •  Hussein, A., Khurana, S., Wichern, G., Germain, F.G., Le Roux, J., "HASRD: Hierarchical Acoustic and Semantic Representation Disentanglement", Interspeech, DOI: 10.21437/​Interspeech.2025-2063, August 2025, pp. 5393-5397.
    BibTeX TR2025-122 PDF
    • @inproceedings{Hussein2025aug,
    • author = {Hussein, Amir and Khurana, Sameer and Wichern, Gordon and Germain, François G and {Le Roux}, Jonathan},
    • title = {{HASRD: Hierarchical Acoustic and Semantic Representation Disentanglement}},
    • booktitle = {Interspeech},
    • year = 2025,
    • pages = {5393--5397},
    • month = aug,
    • publisher = {ISCA},
    • doi = {10.21437/Interspeech.2025-2063},
    • url = {https://www.merl.com/publications/TR2025-122}
    • }
  •  Ick, C., Wichern, G., Masuyama, Y., Germain, F.G., Le Roux, J., "Direction-Aware Neural Acoustic Fields for Few-Shot Interpolation of Ambisonic Impulse Responses", Interspeech, DOI: 10.21437/​Interspeech.2025-1912, August 2025, pp. 933-937.
    BibTeX TR2025-120 PDF
    • @inproceedings{Ick2025aug,
    • author = {Ick, Christopher and Wichern, Gordon and Masuyama, Yoshiki and Germain, François G and {Le Roux}, Jonathan},
    • title = {{Direction-Aware Neural Acoustic Fields for Few-Shot Interpolation of Ambisonic Impulse Responses}},
    • booktitle = {Interspeech},
    • year = 2025,
    • pages = {933--937},
    • month = aug,
    • doi = {10.21437/Interspeech.2025-1912},
    • url = {https://www.merl.com/publications/TR2025-120}
    • }
  •  Khurana, S., Klement, D., Laurent, A., Bobos, D., Novosad, J., Gazdik, P., Zhang, E., Huang, Z., Hussein, A., Marxer, R., Masuyama, Y., Aihara, R., Hori, C., Germain, F.G., Wichern, G., Le Roux, J., "Factorized RVQ-GAN For Disentangled Speech Tokenization", Interspeech, DOI: 10.21437/​Interspeech.2025-2612, August 2025, pp. 3514-3518.
    BibTeX TR2025-123 PDF
    • @inproceedings{Khurana2025aug,
    • author = {Khurana, Sameer and Klement, Dominik and Laurent, Antoine and Bobos, Dominik and Novosad, Juraj and Gazdik, Peter and Zhang, Ellen and Huang, Zilli and Hussein, Amir and Marxer, Ricard and Masuyama, Yoshiki and Aihara, Ryo and Hori, Chiori and Germain, François G and Wichern, Gordon and {Le Roux}, Jonathan},
    • title = {{Factorized RVQ-GAN For Disentangled Speech Tokenization}},
    • booktitle = {Interspeech},
    • year = 2025,
    • pages = {3514--3518},
    • month = aug,
    • publisher = {ISCA},
    • doi = {10.21437/Interspeech.2025-2612},
    • url = {https://www.merl.com/publications/TR2025-123}
    • }
  •  Yang, H., Wichern, G., Aihara, R., Masuyama, Y., Khurana, S., Germain, F.G., Le Roux, J., "Investigating Continuous Autoregressive Generative Speech Enhancement", Interspeech, DOI: doi: 10.21437/​Interspeech.2025-2335, August 2025, pp. 2360-2364.
    BibTeX TR2025-119 PDF
    • @inproceedings{Yang2025aug,
    • author = {Yang, Haici and Wichern, Gordon and Aihara, Ryo and Masuyama, Yoshiki and Khurana, Sameer and Germain, François G and {Le Roux}, Jonathan},
    • title = {{Investigating Continuous Autoregressive Generative Speech Enhancement}},
    • booktitle = {Interspeech},
    • year = 2025,
    • pages = {2360--2364},
    • month = aug,
    • publisher = {ISCA},
    • doi = {doi: 10.21437/Interspeech.2025-2335},
    • url = {https://www.merl.com/publications/TR2025-119}
    • }
  •  Deshpande, V.M., Vinod, A.P., "Dynamic Sensor Scheduling for Spatio-temporal Monitoring of Water Bodies", IEEE Conference on Control Technology and Applications (CCTA), DOI: 10.1109/​CCTA53793.2025.11151521, August 2025, pp. 673-680.
    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 = {2025 IEEE Conference on Control Technology and Applications (CCTA)},
    • year = 2025,
    • pages = {673--680},
    • month = aug,
    • doi = {10.1109/CCTA53793.2025.11151521},
    • url = {https://www.merl.com/publications/TR2025-117}
    • }