- Liu, J., Wang, Y., Koike-Akino, T., Nakai, T., Oonishi, K., Higashi, T., "MEL-PETs Defense for the NeurIPS 2024 LLM Privacy Challenge Blue Team Track", LLM Privacy Challenge at Neural Information Processing Systems (NeurIPS) 2024, December 2024.
BibTeX TR2024-166 PDF Video Presentation- @inproceedings{Liu2024dec,
- author = {Liu, Jing and Wang, Ye and Koike-Akino, Toshiaki and Nakai, Tsunato and Oonishi, Kento and Higashi, Takuya},
- title = {{MEL-PETs Defense for the NeurIPS 2024 LLM Privacy Challenge Blue Team Track}},
- booktitle = {LLM Privacy Challenge at Neural Information Processing Systems (NeurIPS) 2024},
- year = 2024,
- month = dec,
- url = {https://www.merl.com/publications/TR2024-166}
- }
- Wang, Y., Nakai, T., Liu, J., Koike-Akino, T., Oonishi, K., Higashi, T., "MEL-PETs Joint-Context Attack for the NeurIPS 2024 LLM Privacy Challenge Red Team Track", LLM Privacy Challenge at Neural Information Processing Systems (NeurIPS), December 2024.
BibTeX TR2024-165 PDF Video Presentation- @inproceedings{Wang2024dec2,
- author = {Wang, Ye and Nakai, Tsunato and Liu, Jing and Koike-Akino, Toshiaki and Oonishi, Kento and Higashi, Takuya},
- title = {{MEL-PETs Joint-Context Attack for the NeurIPS 2024 LLM Privacy Challenge Red Team Track}},
- booktitle = {LLM Privacy Challenge at Neural Information Processing Systems (NeurIPS)},
- year = 2024,
- month = dec,
- url = {https://www.merl.com/publications/TR2024-165}
- }
- Ick, C., Wichern, G., Masuyama, Y., Germain, F.G., Le Roux, J., "Spatially-Aware Losses for Enhanced Neural Acoustic Fields", NeurIPS 2024 Audio Imagination Workshop, December 2024.
BibTeX TR2024-169 PDF- @inproceedings{Ick2024dec,
- author = {Ick, Christopher and Wichern, Gordon and Masuyama, Yoshiki and Germain, François G and {Le Roux}, Jonathan},
- title = {{Spatially-Aware Losses for Enhanced Neural Acoustic Fields}},
- booktitle = {NeurIPS 2024 Audio Imagination Workshop},
- year = 2024,
- month = dec,
- url = {https://www.merl.com/publications/TR2024-169}
- }
- Ip, J.H.S., Chakrabarty, A., Masui Hideyuki, , Mesbah, A., Romeres, D., "Preference-based Multi-Objective Bayesian Optimization with Gradients", NeurIPS Workshop on Bayesian Decision-making and Uncertainty, December 2024.
BibTeX TR2025-011 PDF- @inproceedings{Ip2024dec,
- author = {Ip, Joshua Hang Sai and Chakrabarty, Ankush and Masui Hideyuki and Mesbah, Ali and Romeres, Diego},
- title = {{Preference-based Multi-Objective Bayesian Optimization with Gradients}},
- booktitle = {NeurIPS Workshop on Bayesian Decision-making and Uncertainty},
- year = 2024,
- month = dec,
- url = {https://www.merl.com/publications/TR2025-011}
- }
- Rashid, M.R.U., Liu, J., Koike-Akino, T., Mehnaz, S., Wang, Y., "Forget to Flourish: Leveraging Machine-Unlearning on Pretrained Language Models for Privacy Leakage", Red Teaming GenAI Workshop at Neural Information Processing Systems (NeurIPS), December 2024.
BibTeX TR2024-168 PDF- @inproceedings{Rashid2024dec,
- author = {Rashid, Md Rafi Ur and Liu, Jing and Koike-Akino, Toshiaki and Mehnaz, Shagufta and Wang, Ye},
- title = {{Forget to Flourish: Leveraging Machine-Unlearning on Pretrained Language Models for Privacy Leakage}},
- booktitle = {Red Teaming GenAI Workshop at Neural Information Processing Systems (NeurIPS)},
- year = 2024,
- month = dec,
- publisher = {OpenReview},
- url = {https://www.merl.com/publications/TR2024-168}
- }
- Ryo, H., Rashid, M.R.U., Lewis, A., Liu, J., Koike-Akino, T., Parsons, K., Wang, Y., "Smoothed Embeddings for Robust Language Models", Safe Generative AI Workshop at Advances in Neural Information Processing Systems (NeurIPS), December 2024.
BibTeX TR2024-170 PDF Presentation- @inproceedings{Ryo2024dec,
- author = {Ryo, Hase and Rashid, Md Rafi Ur and Lewis, Ashley and Liu, Jing and Koike-Akino, Toshiaki and Parsons, Kieran and Wang, Ye},
- title = {{Smoothed Embeddings for Robust Language Models}},
- booktitle = {Safe Generative AI Workshop at Advances in Neural Information Processing Systems (NeurIPS)},
- year = 2024,
- month = dec,
- publisher = {OpenReview},
- url = {https://www.merl.com/publications/TR2024-170}
- }
- Rapp, J., Mansour, H., Boufounos, P.T., Koike-Akino, T., Parsons, K., "Multi-layered Surface Estimation for Low-cost Optical Coherence Tomography", IEEE Transactions on Computational Imaging, DOI: 10.1109/TCI.2024.3497602, Vol. 10, pp. 1706-1721, December 2024.
BibTeX TR2024-164 PDF- @article{Rapp2024dec,
- author = {Rapp, Joshua and Mansour, Hassan and Boufounos, Petros T. and Koike-Akino, Toshiaki and Parsons, Kieran},
- title = {{Multi-layered Surface Estimation for Low-cost Optical Coherence Tomography}},
- journal = {IEEE Transactions on Computational Imaging},
- year = 2024,
- volume = 10,
- pages = {1706--1721},
- month = dec,
- doi = {10.1109/TCI.2024.3497602},
- url = {https://www.merl.com/publications/TR2024-164}
- }
- Queeney, J., Cai, X., Benosman, M., How, J.P., "GRAM: Generalization in Deep RL with a Robust Adaptation Module", arXiv, December 2024.
BibTeX arXiv- @article{Queeney2024dec,
- author = {Queeney, James and Cai, Xiaoyi and Benosman, Mouhacine and How, Jonathan P.},
- title = {{GRAM: Generalization in Deep RL with a Robust Adaptation Module}},
- journal = {arXiv},
- year = 2024,
- month = dec,
- url = {https://arxiv.org/abs/2412.04323}
- }
- Berntorp, K., Greiff, M., "A Framework for Joint Vehicle Localization and Road Mapping Using Onboard Sensors", Control Engineering Practice, November 2024.
BibTeX TR2024-163 PDF- @article{Berntorp2024nov,
- author = {Berntorp, Karl and Greiff, Marcus},
- title = {{A Framework for Joint Vehicle Localization and Road Mapping Using Onboard Sensors}},
- journal = {Control Engineering Practice},
- year = 2024,
- month = nov,
- url = {https://www.merl.com/publications/TR2024-163}
- }
- Zhang, J., Cherian, A., Rodriguez, C., Deng, W., Gould, S., "Manual-PA: Learning 3D Part Assembly from Instruction Diagrams", arXiv, November 2024.
BibTeX arXiv- @article{Zhang2024nov,
- 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}},
- journal = {arXiv},
- year = 2024,
- month = nov,
- url = {https://arxiv.org/abs/2411.18011}
- }
- Liu, D., Wang, Y., Shinya, T., "A Sparsity-Driven Method to Iteratively Extract Motor Fault Signatures in Varying-Speed Operations", International Conference on Electrical Machines and Systems (ICEMS), DOI: 10.23919/ICEMS60997.2024.10920939, November 2024.
BibTeX TR2024-162 PDF- @inproceedings{Liu2024nov,
- author = {Liu, Dehong and Wang, Yebin and Shinya, Tsurutashin},
- title = {{A Sparsity-Driven Method to Iteratively Extract Motor Fault Signatures in Varying-Speed Operations}},
- booktitle = {International Conference on Electrical Machines and Systems (ICEMS)},
- year = 2024,
- month = nov,
- publisher = {IEEE},
- doi = {10.23919/ICEMS60997.2024.10920939},
- url = {https://www.merl.com/publications/TR2024-162}
- }
- Chen, X., Liu, J., Wang, Y., Wang, P., Brand, M., Wang, G., Koike-Akino, T., "SuperLoRA: Parameter-Efficient Unified Adaptation of Large Foundation Models", British Machine Vision Conference (BMVC), November 2024.
BibTeX TR2024-156 PDF Presentation- @inproceedings{Chen2024nov,
- author = {Chen, Xiangyu and Liu, Jing and Wang, Ye and Wang, Pu and Brand, Matthew and Wang, Guanghui and Koike-Akino, Toshiaki},
- title = {{SuperLoRA: Parameter-Efficient Unified Adaptation of Large Foundation Models}},
- booktitle = {British Machine Vision Conference (BMVC)},
- year = 2024,
- month = nov,
- publisher = {British Machine Vision Association},
- url = {https://www.merl.com/publications/TR2024-156}
- }
- Nagai, Y., Guo, J., Rolfe, B.A., Sumi, T., Parsons, K., Orlik, P.V., "IEEE 802.19.3a Standardization: Updating Sub-1 GHz Band Wireless Coexistence Recommendations", IEEE Conference on Standards for Communications and Networking (CSCN), November 2024.
BibTeX TR2024-161 PDF- @inproceedings{Nagai2024nov,
- author = {Nagai, Yukimasa and Guo, Jianlin and Rolfe, Benjamin A. and Sumi, Takenori and Parsons, Kieran and Orlik, Philip V.},
- title = {{IEEE 802.19.3a Standardization: Updating Sub-1 GHz Band Wireless Coexistence Recommendations}},
- booktitle = {IEEE Conference on Standards for Communications and Networking (CSCN)},
- year = 2024,
- month = nov,
- url = {https://www.merl.com/publications/TR2024-161}
- }
- Nikovski, D.N., Zhong, J., Yerazunis, W.S., "Memory-Based Learning of Global Control Policies from Local Controllers", 21st International Conference on Informatics in Control, Automation and Robotics (ICINCO'24), November 2024.
BibTeX TR2024-158 PDF- @inproceedings{Nikovski2024nov,
- author = {Nikovski, Daniel N. and Zhong, Junmin and Yerazunis, William S.},
- title = {{Memory-Based Learning of Global Control Policies from Local Controllers}},
- booktitle = {21st International Conference on Informatics in Control, Automation and Robotics (ICINCO'24)},
- year = 2024,
- month = nov,
- url = {https://www.merl.com/publications/TR2024-158}
- }
- Yataka, R., Cardace, A., Wang, P., Boufounos, P.T., Takahashi, R., "RETR: Multi-View Radar Detection Transformer for Indoor Perception", Advances in Neural Information Processing Systems (NeurIPS), A. Globerson and L. Mackey and D. Belgrave and A. Fan and U. Paquet and J. Tomczak and C. Zhang, Eds., November 2024, pp. 19839-19869.
BibTeX TR2024-159 PDF Software- @inproceedings{Yataka2024nov3,
- author = {Yataka, Ryoma and Cardace, Adriano and Wang, Pu and Boufounos, Petros T. and Takahashi, Ryuhei},
- title = {{RETR: Multi-View Radar Detection Transformer for Indoor Perception}},
- booktitle = {Advances in Neural Information Processing Systems (NeurIPS)},
- year = 2024,
- editor = {A. Globerson and L. Mackey and D. Belgrave and A. Fan and U. Paquet and J. Tomczak and C. Zhang},
- pages = {19839--19869},
- month = nov,
- publisher = {Curran Associates, Inc.},
- url = {https://www.merl.com/publications/TR2024-159}
- }
- Cherian, A., Corcodel, R., Jain, S., Romeres, D., "LLMPhy: Complex Physical Reasoning Using Large Language Models and World Models", arXiv, November 2024.
BibTeX arXiv- @article{Cherian2024oct,
- author = {Cherian, Anoop and Corcodel, Radu and Jain, Siddarth and Romeres, Diego},
- title = {{LLMPhy: Complex Physical Reasoning Using Large Language Models and World Models}},
- journal = {arXiv},
- year = 2024,
- month = nov,
- url = {https://arxiv.org/abs/2411.08027}
- }
- Cherian, A., Peng, K.-C., Lohit, S., Matthiesen, J., Smith, K., Tenenbaum, J.B., "Evaluating Large Vision-and-Language Models on Children’s Mathematical Olympiads", Advances in Neural Information Processing Systems (NeurIPS), November 2024, pp. 15779-15800.
BibTeX TR2024-160 PDF Video Presentation- @inproceedings{Cherian2024nov,
- author = {Cherian, Anoop and Peng, Kuan-Chuan and Lohit, Suhas and Matthiesen, Joanna and Smith, Kevin and Tenenbaum, Joshua B.},
- title = {{Evaluating Large Vision-and-Language Models on Children’s Mathematical Olympiads}},
- booktitle = {Advances in Neural Information Processing Systems (NeurIPS)},
- year = 2024,
- pages = {15779--15800},
- month = nov,
- publisher = {NeurIPS Proceedings},
- url = {https://www.merl.com/publications/TR2024-160}
- }
- Wang, R., Wang, Y., Liu, J., Koike-Akino, T., "Quantum Diffusion Models for Few-Shot Learning", arXiv, November 2024.
BibTeX arXiv- @article{Wang2024nov,
- author = {Wang, Ruhan and Wang, Ye and Liu, Jing and Koike-Akino, Toshiaki},
- title = {{Quantum Diffusion Models for Few-Shot Learning}},
- journal = {arXiv},
- year = 2024,
- month = nov,
- url = {https://arxiv.org/abs/2411.04217}
- }
- Sumi, T., Nagai, Y., Guo, J., Mineno, H., "Firmware Distribution with Erasure Code for IoT applications on IEEE 802.15.4g Mesh Network", Asia-Pacific Conference on Communications 2024, November 2024.
BibTeX TR2024-153 PDF- @inproceedings{Sumi2024nov,
- author = {Sumi, Takenori and Nagai, Yukimasa and Guo, Jianlin and Mineno, Hiroshi},
- title = {{Firmware Distribution with Erasure Code for IoT applications on IEEE 802.15.4g Mesh Network}},
- booktitle = {Asia-Pacific Conference on Communications 2024},
- year = 2024,
- month = nov,
- url = {https://www.merl.com/publications/TR2024-153}
- }
- Xiang, X., Palash, R., Yagyu, E., Dunham, S., Teo, K.H., Chowdhury, N., "AI-assisted Field Plate Design of GaN HEMT Device", Advanced Theory and Simulation, DOI: 10.1002/adts.202400347, October 2024.
BibTeX TR2024-152 PDF- @article{Xiang2024oct,
- author = {Xiang, Xiaofeng and Palash, Rafid and Yagyu, Eiji and Dunham, Scott and Teo, Koon Hoo and Chowdhury, Nadim},
- title = {{AI-assisted Field Plate Design of GaN HEMT Device}},
- journal = {Advanced Theory and Simulation},
- year = 2024,
- month = oct,
- doi = {10.1002/adts.202400347},
- url = {https://www.merl.com/publications/TR2024-152}
- }
- Sholokhov, A., Nabi, S., Rapp, J., Brunton, S., Kutz, N., Boufounos, P.T., Mansour, H., "Single-pixel imaging of spatio-temporal flows using differentiable latent dynamics", IEEE Transactions on Computational Imaging, DOI: 10.1109/TCI.2024.3434541, Vol. 10, pp. 1124-1138, October 2024.
BibTeX TR2024-151 PDF- @article{Sholokhov2024oct,
- author = {Sholokhov, Aleksei and Nabi, Saleh and Rapp, Joshua and Brunton, Steven and Kutz, Nathan and Boufounos, Petros T. and Mansour, Hassan},
- title = {{Single-pixel imaging of spatio-temporal flows using differentiable latent dynamics}},
- journal = {IEEE Transactions on Computational Imaging},
- year = 2024,
- volume = 10,
- pages = {1124--1138},
- month = oct,
- doi = {10.1109/TCI.2024.3434541},
- url = {https://www.merl.com/publications/TR2024-151}
- }
- Cardonha, C., Raghunathan, A., "Coach Reservation for Groups Requests", arXiv, October 2024.
BibTeX arXiv- @article{Cardonha2024oct,
- author = {Cardonha, Carlos and Raghunathan, Arvind},
- title = {{Coach Reservation for Groups Requests}},
- journal = {arXiv},
- year = 2024,
- month = oct,
- url = {https://arxiv.org/abs/2410.23542}
- }
- Suresh, P., Romeres, D., Dosh, P., Jain, S., "Open Human-Robot Collaboration Systems (OHRCS): A Research Perspective", IEEE International Conference on Cognitive Machine Intelligence (CogML 2024), DOI: 10.1109/CogMI62246.2024.00023, October 2024, pp. 103-110.
BibTeX TR2024-150 PDF- @inproceedings{Suresh2024nov,
- author = {Suresh, Prasanth and Romeres, Diego and Dosh, Prashant and Jain, Siddarth},
- title = {{Open Human-Robot Collaboration Systems (OHRCS): A Research Perspective}},
- booktitle = {2024 IEEE 6th International Conference on Cognitive Machine Intelligence (CogMI)},
- year = 2024,
- pages = {103--110},
- month = oct,
- publisher = {IEEE Computer Society},
- doi = {10.1109/CogMI62246.2024.00023},
- url = {https://www.merl.com/publications/TR2024-150}
- }
- Sun, H., Kosanic, M., Kawano, S., Raghunathan, A., Kitamura, S., Takaguchi, Y., "Proactive Sequential Phase Swapping Scheduling for Distribution Systems with a Finite Horizon", IEEE PES Asia-Pacific Power and Energy Engineering Conference, DOI: 10.1109/APPEEC61255.2024.10922369, October 2024.
BibTeX TR2024-149 PDF- @inproceedings{Sun2024oct,
- author = {Sun, Hongbo and Kosanic, Miroslav and Kawano, Shunsuke and Raghunathan, Arvind and Kitamura, Shoichi and Takaguchi, Yusuke},
- title = {{Proactive Sequential Phase Swapping Scheduling for Distribution Systems with a Finite Horizon}},
- booktitle = {IEEE PES Asia-Pacific Power and Energy Engineering Conference},
- year = 2024,
- month = oct,
- doi = {10.1109/APPEEC61255.2024.10922369},
- url = {https://www.merl.com/publications/TR2024-149}
- }
- Li, S.H.Q., Vinod, A.P., "Markov Potential Game with Final-time Reach-Avoid Objective", arXiv, October 2024.
BibTeX arXiv- @article{Li2024oct2,
- author = {Li, Sarah H. Q. and Vinod, Abraham P.},
- title = {{Markov Potential Game with Final-time Reach-Avoid Objective}},
- journal = {arXiv},
- year = 2024,
- month = oct,
- url = {https://arxiv.org/abs/2410.17690}
- }