Publications

645 / 3,841 publications found.


  •  Teh, A., Ali, W.H., Rapp, J., Mansour, H., "Indoor Airflow Imaging Using Physics-Informed Schlieren Tomography", IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), DOI: 10.1109/​ICASSP49660.2025.10889412, April 2025, pp. 1-5.
    BibTeX TR2025-035 PDF
    • @inproceedings{Teh2025mar,
    • author = {Teh, Arjun and Ali, Wael H. and Rapp, Joshua and Mansour, Hassan},
    • title = {{Indoor Airflow Imaging Using Physics-Informed Schlieren Tomography}},
    • booktitle = {IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP)},
    • year = 2025,
    • pages = {1--5},
    • month = mar,
    • doi = {10.1109/ICASSP49660.2025.10889412},
    • url = {https://www.merl.com/publications/TR2025-035}
    • }
  •  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), DOI: 10.1109/​ICASSP49660.2025.10888402, April 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,
    • doi = {10.1109/ICASSP49660.2025.10888402},
    • url = {https://www.merl.com/publications/TR2025-030}
    • }
  •  Yataka, R., Wang, P., Boufounos, P.T., Takahashi, R., "Multi-View Radar Detection Transformer with Differentiable Positional Encoding", IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), April 2025.
    BibTeX TR2025-027 PDF
    • @inproceedings{Yataka2025mar,
    • author = {Yataka, Ryoma and Wang, Pu and Boufounos, Petros T. and Takahashi, Ryuhei},
    • title = {{Multi-View Radar Detection Transformer with Differentiable Positional Encoding}},
    • booktitle = {IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP)},
    • year = 2025,
    • month = mar,
    • url = {https://www.merl.com/publications/TR2025-027}
    • }
  •  Chakrabarty, A., Vanfretti, L., Wang, Y., Mineyuki, T., Zhan, S., Tang, W.-T., Paulson, J.A., Deshpande, V.M., Bortoff, S.A., Laughman, C.R., "Time-Series Generative Networks for Synthesizing Realistic Scenarios in Occupant-Centric Building Simulation", Building Simulation, April 2025.
    BibTeX TR2025-043 PDF
    • @article{Chakrabarty2025apr,
    • author = {Chakrabarty, Ankush and Vanfretti, Luigi and Wang, Ye and Mineyuki, Takuma and Zhan, Sicheng and Tang, Wei-Ting and Paulson, Joel A. and Deshpande, Vedang M. and Bortoff, Scott A. and Laughman, Christopher R.},
    • title = {{Time-Series Generative Networks for Synthesizing Realistic Scenarios in Occupant-Centric Building Simulation}},
    • journal = {Building Simulation},
    • year = 2025,
    • month = apr,
    • url = {https://www.merl.com/publications/TR2025-043}
    • }
  •  Ick, C., Wichern, G., Masuyama, Y., Germain, F.G., Le Roux, J., "Data Augmentation Using Neural Acoustic Fields With Retrieval-Augmented Pre-training", IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP) Satellite Workshop on Generative Data Augmentation for Real-World Signal Processing Applications (GenDA), April 2025.
    BibTeX TR2025-045 PDF
    • @inproceedings{Ick2025apr,
    • author = {Ick, Christopher and Wichern, Gordon and Masuyama, Yoshiki and Germain, François G and {Le Roux}, Jonathan},
    • title = {{Data Augmentation Using Neural Acoustic Fields With Retrieval-Augmented Pre-training}},
    • booktitle = {IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP) Satellite Workshop on Generative Data Augmentation for Real-World Signal Processing Applications (GenDA)},
    • year = 2025,
    • month = apr,
    • url = {https://www.merl.com/publications/TR2025-045}
    • }
  •  Smedemark-Margulies, N., Wang, Y., Koike-Akino, T., Liu, J., Parsons, K., Bicer, Y., Erdogmus, D., "Improving Subject Transfer in EEG Classification with Divergence Estimation", Journal of Neural Engineering, DOI: 10.1088/​1741-2552/​ad9777, Vol. 21, No. 6, April 2025.
    BibTeX TR2025-044 PDF Software
    • @article{Smedemark-Margulies2025apr,
    • author = {Smedemark-Margulies, Niklas and Wang, Ye and Koike-Akino, Toshiaki and Liu, Jing and Parsons, Kieran and Bicer, Yunus and Erdogmus, Deniz},
    • title = {{Improving Subject Transfer in EEG Classification with Divergence Estimation}},
    • journal = {Journal of Neural Engineering},
    • year = 2025,
    • volume = 21,
    • number = 6,
    • month = apr,
    • doi = {10.1088/1741-2552/ad9777},
    • url = {https://www.merl.com/publications/TR2025-044}
    • }
  •  Wang, J.-W., Nikovski, D.N., "Learning Visual Servoing for Nonholonomic Mobile Robots with Uncalibrated Cameras", The 40th ACM/SIGAPP Symposium On Applied Computing, March 2025.
    BibTeX TR2025-042 PDF
    • @inproceedings{Wang2025mar2,
    • author = {Wang, Jen-Wei and Nikovski, Daniel N.},
    • title = {{Learning Visual Servoing for Nonholonomic Mobile Robots with Uncalibrated Cameras}},
    • booktitle = {The 40th ACM/SIGAPP Symposium On Applied Computing},
    • year = 2025,
    • month = mar,
    • url = {https://www.merl.com/publications/TR2025-042}
    • }
  •  Das, A., Rahman, S., Xiang, X., Palash, R.H., Hossain, T., Sikder, B., Yagyu, E., Nakamura, M., Teo, K.H., Chowdhury, N., "Inverse Design of AlGaN/GaN HEMT RF Device with Source Connected Field Plate", Advanced Theory and Simulations, March 2025.
    BibTeX TR2025-040 PDF
    • @article{Das2025mar,
    • author = {Das, Aurick and Rahman, Saimur and Xiang, Xiaofeng and Palash, Raffd Hassan and Hossain, Toiyob and Sikder, Bejoy and Yagyu, Eiji and Nakamura, Marika and Teo, Koon Hoo and Chowdhury, Nadim},
    • title = {{Inverse Design of AlGaN/GaN HEMT RF Device with Source Connected Field Plate}},
    • journal = {Advanced Theory and Simulations},
    • year = 2025,
    • month = mar,
    • url = {https://www.merl.com/publications/TR2025-040}
    • }
  •  Ranade, S., Pais, G., Whitaker, R., Nascimento, J., Miraldo, P., Ramalingam, S., "SurfR: Surface Reconstruction with Multi-scale Attention", International Conference on 3D Vision (3DV), March 2025.
    BibTeX TR2025-039 PDF Presentation
    • @inproceedings{Ranade2025mar,
    • author = {{{Ranade, Siddhant and Pais, Goncalo and Whitaker, Ross and Nascimento, Jacinto and Miraldo, Pedro and Ramalingam, Srikumar}}},
    • title = {{{SurfR: Surface Reconstruction with Multi-scale Attention}}},
    • booktitle = {International Conference on 3D Vision (3DV)},
    • year = 2025,
    • month = mar,
    • url = {https://www.merl.com/publications/TR2025-039}
    • }
  •  Tian, J., Shi, J., Chen, W., Arora, S., Masuyama, Y., Takashi, M., Wu, Y., Peng, J., Bharadwaj, S., Zhao, Y., Cornell, S., Peng, Y., Yue, X., Yang, C.-H.H., Neubig, G., Watanabe, S., "ESPnet-SpeechLM: An Open Speech Language Model Toolkit", NAACL-HLT (the system demonstration track), Dziri, N. and Ren, S. X. and Diao, S., Eds., March 2025, pp. 116-124.
    BibTeX TR2025-038 PDF
    • @inproceedings{Tian2025mar,
    • author = {Tian, Jinchuan and Shi, Jiatong and Chen, William and Arora, Siddhant and Masuyama, Yoshiki and Takashi, Maekaku and Wu, Yihan and Peng, Junyi and Bharadwaj, Shikhar and Zhao, Yiwen and Cornell, Samuele and Peng, Yifan and Yue, Xiang and Yang, Chao-Han H. and Neubig, Graham and Watanabe, Shinji},
    • title = {{ESPnet-SpeechLM: An Open Speech Language Model Toolkit}},
    • booktitle = {NAACL-HLT (the system demonstration track)},
    • year = 2025,
    • editor = {Dziri, N. and Ren, S. X. and Diao, S.},
    • pages = {116--124},
    • month = mar,
    • publisher = {Association for Computational Linguistics},
    • url = {https://www.merl.com/publications/TR2025-038}
    • }
  •  Wang, R., Wang, Y., Liu, J., Koike-Akino, T., "Quantum Diffusion Models for Few-Shot Learning", AAAI Conference on Artificial Intelligence, March 2025.
    BibTeX TR2025-025 PDF
    • @inproceedings{Wang2025mar,
    • author = {Wang, Ruhan and Wang, Ye and Liu, Jing and Koike-Akino, Toshiaki},
    • title = {{Quantum Diffusion Models for Few-Shot Learning}},
    • booktitle = {AAAI Conference on Artificial Intelligence},
    • year = 2025,
    • month = mar,
    • url = {https://www.merl.com/publications/TR2025-025}
    • }
  •  Fujihashi, T., Koike-Akino, T., "Quantum Implicit Neural Compression", AAAI Conference on Artificial Intelligence, March 2025.
    BibTeX TR2025-024 PDF
    • @inproceedings{Fujihashi2025mar,
    • author = {Fujihashi, Takuya and Koike-Akino, Toshiaki},
    • title = {{Quantum Implicit Neural Compression}},
    • booktitle = {AAAI Conference on Artificial Intelligence},
    • year = 2025,
    • month = mar,
    • url = {https://www.merl.com/publications/TR2025-024}
    • }
  •  Cai, X., Queeney, J., Xu, T., Datar, A., Pan, C., Miller, M., Flather, A., Osteen, P.R., Roy, N., Xiao, X., How, J.P., "PIETRA: Physics-Informed Evidential Learning for Traversing Out-of-Distribution Terrain", IEEE Robotics and Automation Letters (RA-L), DOI: 10.1109/​LRA.2025.3527285, Vol. 10, No. 3, pp. 2359-2366, February 2025.
    BibTeX TR2025-022 PDF
    • @article{Cai2025feb,
    • author = {Cai, Xiaoyi and Queeney, James and Xu, Tong and Datar, Aniket and Pan, Chenhui and Miller, Max and Flather, Ashton and Osteen, Philip R. and Roy, Nicholas and Xiao, Xuesu and How, Jonathan P.},
    • title = {{PIETRA: Physics-Informed Evidential Learning for Traversing Out-of-Distribution Terrain}},
    • journal = {IEEE Robotics and Automation Letters (RA-L)},
    • year = 2025,
    • volume = 10,
    • number = 3,
    • pages = {2359--2366},
    • month = feb,
    • doi = {10.1109/LRA.2025.3527285},
    • url = {https://www.merl.com/publications/TR2025-022}
    • }
  •  Wang, Y., Peng, K.-C., Fu, R., "Towards Zero-shot 3D Anomaly Localization", IEEE Winter Conference on Applications of Computer Vision (WACV), Biswas, S. and Averbuch-Elor, H. and Štruc, V. and Yang, Y., Eds., DOI: 10.1109/​WACV61041.2025.00148, February 2025, pp. 1447-1456.
    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,
    • editor = {Biswas, S. and Averbuch-Elor, H. and Štruc, V. and Yang, Y.},
    • pages = {1447--1456},
    • month = feb,
    • publisher = {IEEE},
    • doi = {10.1109/WACV61041.2025.00148},
    • issn = {2642-9381},
    • isbn = {979-8-3315-1083-1},
    • url = {https://www.merl.com/publications/TR2025-020}
    • }
  •  Ip, J.H.S., Chakrabarty, A., Mesbah, A., Romeres, D., "User Preference Meets Pareto-Optimality in Multi-Objective Bayesian Optimization", AAAI Conference on Artificial Intelligence, February 2025.
    BibTeX TR2025-018 PDF
    • @inproceedings{Ip2025feb,
    • author = {{{Ip, Joshua Hang Sai and Chakrabarty, Ankush and Mesbah, Ali and Romeres, Diego}}},
    • title = {{{User Preference Meets Pareto-Optimality in Multi-Objective Bayesian Optimization}}},
    • booktitle = {AAAI Conference on Artificial Intelligence},
    • year = 2025,
    • month = feb,
    • url = {https://www.merl.com/publications/TR2025-018}
    • }
  •  Rashid, M.R.U., Liu, J., Koike-Akino, T., Wang, Y., Mehnaz, S., "Forget to Flourish: Leveraging Machine-Unlearning on Pretrained Language Models for Privacy Leakage", AAAI Conference on Artificial Intelligence, Toby Walsh, Julie Shah, Zico Kolter, Eds., DOI: 10.1609/​aaai.v39i19.34218, February 2025, pp. 20139-20147.
    BibTeX TR2025-017 PDF
    • @inproceedings{Rashid2025feb,
    • author = {Rashid, Md Rafi Ur and Liu, Jing and Koike-Akino, Toshiaki and Wang, Ye and Mehnaz, Shagufta},
    • title = {{Forget to Flourish: Leveraging Machine-Unlearning on Pretrained Language Models for Privacy Leakage}},
    • booktitle = {Proceedings of the AAAI Conference on Artificial Intelligence},
    • year = 2025,
    • editor = {Toby Walsh, Julie Shah, Zico Kolter},
    • pages = {20139--20147},
    • month = feb,
    • publisher = {Association for the Advancement of Artificial Intelligence (AAAI)},
    • doi = {10.1609/aaai.v39i19.34218},
    • issn = {2374-3468},
    • isbn = {978-1-57735-897-8},
    • url = {https://www.merl.com/publications/TR2025-017}
    • }
  •  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 Data
    • @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}
    • }
  •  Vinod, A.P., Safaoui, S., Summers, T., Yoshikawa, N., Di Cairano, S., "Decentralized, Safe, Multi-agent Motion Planning for Drones Under Uncertainty via Filtered Reinforcement Learning", IEEE Transactions on Control Systems Technology, DOI: 10.1109/​TCST.2024.3433229, Vol. 32, No. 6, pp. 2492-2499, January 2025.
    BibTeX TR2024-136 PDF
    • @article{Vinod2025jan,
    • author = {Vinod, Abraham P. and Safaoui, Sleiman and Summers, Tyler and Yoshikawa, Nobuyuki and {Di Cairano}, Stefano},
    • title = {{Decentralized, Safe, Multi-agent Motion Planning for Drones Under Uncertainty via Filtered Reinforcement Learning}},
    • journal = {IEEE Transactions on Control Systems Technology},
    • year = 2025,
    • volume = 32,
    • number = 6,
    • pages = {2492--2499},
    • month = jan,
    • doi = {10.1109/TCST.2024.3433229},
    • url = {https://www.merl.com/publications/TR2024-136}
    • }
  •  Koo, J., Wichern, G., Germain, F.G., Khurana, S., Le Roux, J., "SMITIN: Self-Monitored Inference-Time INtervention for Generative Music Transformers", IEEE Open Journal of Signal Processing, DOI: 10.1109/​OJSP.2025.3534686, Vol. 6, pp. 266-275, January 2025.
    BibTeX TR2025-012 PDF Software
    • @article{Koo2025jan,
    • author = {Koo, Junghyun and Wichern, Gordon and Germain, François G and Khurana, Sameer and {Le Roux}, Jonathan},
    • title = {{SMITIN: Self-Monitored Inference-Time INtervention for Generative Music Transformers}},
    • journal = {IEEE Open Journal of Signal Processing},
    • year = 2025,
    • volume = 6,
    • pages = {266--275},
    • month = jan,
    • doi = {10.1109/OJSP.2025.3534686},
    • issn = {2644-1322},
    • url = {https://www.merl.com/publications/TR2025-012}
    • }
  •  Lohit, S., Marks, T.K., "Rotation-Equivariant Neural Networks for Cloud Removal from Satellite Images", Asilomar Conference on Signals, Systems, and Computers (ACSSC), DOI: 10.1109/​IEEECONF60004.2024.10942613, January 2025, pp. 1360-1365.
    BibTeX TR2025-009 PDF
    • @inproceedings{Lohit2025jan,
    • author = {Lohit, Suhas and Marks, Tim K.},
    • title = {{Rotation-Equivariant Neural Networks for Cloud Removal from Satellite Images}},
    • booktitle = {2024 58th Asilomar Conference on Signals, Systems, and Computers (ACSSC)},
    • year = 2025,
    • pages = {1360--1365},
    • month = jan,
    • publisher = {IEEE},
    • doi = {10.1109/IEEECONF60004.2024.10942613},
    • issn = {2576-2303},
    • isbn = {979-8-3503-5405-8},
    • url = {https://www.merl.com/publications/TR2025-009}
    • }
  •  He, Y., Shin, S., Cherian, A., Trigoni, N., Markham, A., "SoundLoc3D: Invisible 3D Sound Source Localization and Classification Using a Multimodal RGB-D Acoustic Camera", IEEE Winter Conference on Applications of Computer Vision (WACV), December 2024, pp. 5408-5418.
    BibTeX TR2025-003 PDF
    • @inproceedings{He2024dec2,
    • author = {He, Yuhang and Shin, Sangyun and Cherian, Anoop and Trigoni, Niki and Markham, Andrew},
    • title = {{SoundLoc3D: Invisible 3D Sound Source Localization and Classification Using a Multimodal RGB-D Acoustic Camera}},
    • booktitle = {IEEE Winter Conference on Applications of Computer Vision (WACV)},
    • year = 2024,
    • pages = {5408--5418},
    • month = dec,
    • publisher = {CVF},
    • url = {https://www.merl.com/publications/TR2025-003}
    • }
  •  Zhang, J., Zhang, F., Rodriguez, C., Ben-Shabat, I., Cherian, A., Gould, S., "Temporally Grounding Instructional Diagrams in Unconstrained Videos", IEEE Winter Conference on Applications of Computer Vision (WACV), December 2024, pp. 8090-8100.
    BibTeX TR2025-002 PDF
    • @inproceedings{Zhang2024dec,
    • author = {Zhang, Jiahao and Zhang, Frederic and Rodriguez, Cristian and Ben-Shabat, Itzik and Cherian, Anoop and Gould, Stephen},
    • title = {{Temporally Grounding Instructional Diagrams in Unconstrained Videos}},
    • booktitle = {IEEE Winter Conference on Applications of Computer Vision (WACV)},
    • year = 2024,
    • pages = {8090--8100},
    • month = dec,
    • publisher = {CVF},
    • url = {https://www.merl.com/publications/TR2025-002}
    • }
  •  Chakrabarty, A., Deshpande, V.M., Wichern, G., Berntorp, K., "Physics-Constrained Meta-Learning for Online Adaptation and Estimation in Positioning Applications", IEEE Conference on Decision and Control (CDC), DOI: 10.1109/​CDC56724.2024.10886249, December 2024.
    BibTeX TR2024-180 PDF
    • @inproceedings{Chakrabarty2024dec,
    • author = {Chakrabarty, Ankush and Deshpande, Vedang M. and Wichern, Gordon and Berntorp, Karl},
    • title = {{Physics-Constrained Meta-Learning for Online Adaptation and Estimation in Positioning Applications}},
    • booktitle = {IEEE Conference on Decision and Control (CDC)},
    • year = 2024,
    • month = dec,
    • doi = {10.1109/CDC56724.2024.10886249},
    • url = {https://www.merl.com/publications/TR2024-180}
    • }
  •  Ozcan, E.C., Giammarino, V., Queeney, J., Paschalidis, I.C., "A Model-Based Approach for Improving Reinforcement Learning Efficiency Leveraging Expert Observations", IEEE Conference on Decision and Control (CDC), DOI: 10.1109/​CDC56724.2024.10885921, December 2024, pp. 1147-1152.
    BibTeX TR2024-178 PDF
    • @inproceedings{Ozcan2024dec,
    • author = {Ozcan, Erhan Can and Giammarino, Vittorio and Queeney, James and Paschalidis, Ioannis Ch.},
    • title = {{A Model-Based Approach for Improving Reinforcement Learning Efficiency Leveraging Expert Observations}},
    • booktitle = {IEEE Conference on Decision and Control (CDC)},
    • year = 2024,
    • pages = {1147--1152},
    • month = dec,
    • doi = {10.1109/CDC56724.2024.10885921},
    • url = {https://www.merl.com/publications/TR2024-178}
    • }
  •  Bimbraw, K., Wang, Y., Liu, J., Koike-Akino, T., "GPT Sonograpy: Hand Gesture Decoding from Forearm Ultrasound Images via VLM", Advances in Neural Information Processing Systems (NeurIPS), December 2024.
    BibTeX TR2024-175 PDF Presentation
    • @inproceedings{Bimbraw2024dec,
    • author = {Bimbraw, Keshav and Wang, Ye and Liu, Jing and Koike-Akino, Toshiaki},
    • title = {{GPT Sonograpy: Hand Gesture Decoding from Forearm Ultrasound Images via VLM}},
    • booktitle = {Advancements In Medical Foundation Models: Explainability, Robustness, Security, and Beyond Workshop at Neural Information Processing Systems (NeurIPS)},
    • year = 2024,
    • month = dec,
    • url = {https://www.merl.com/publications/TR2024-175}
    • }