- Kojima, K., Koike-Akino, T., "Photonics × Machine Learning", FIOLS, September 2024.
BibTeX TR2024-154 PDF- @inproceedings{Kojima2024sep,
- author = {Kojima, Keisuke and Koike-Akino, Toshiaki},
- title = {{Photonics × Machine Learning}},
- booktitle = {FIOLS},
- year = 2024,
- month = sep,
- url = {https://www.merl.com/publications/TR2024-154}
- }
- Kirihara, H., Ibuki, S., Fujihashi, T., Koike-Akino, T., Watanabe, T., "Point Cloud Geometry Compression using Parameterized Graph Fourier Transform", ACM SIGCOMM, DOI: 10.1145/3672196.367340, August 2024, pp. 52-57.
BibTeX TR2024-106 PDF- @inproceedings{Kirihara2024aug,
- author = {Kirihara, Hinata and Ibuki, Shoichi and Fujihashi, Takuya and Koike-Akino, Toshiaki and Watanabe, Takashi},
- title = {{Point Cloud Geometry Compression using Parameterized Graph Fourier Transform}},
- booktitle = {ACM SIGCOMM},
- year = 2024,
- pages = {52--57},
- month = aug,
- publisher = {ACM},
- doi = {10.1145/3672196.367340},
- url = {https://www.merl.com/publications/TR2024-106}
- }
- Koike-Akino, T., Meng Chang, , Cevher, V., De Micheli, G., "Hardware-Efficient Quantization for Green Custom Foundation Models", International Conference on Machine Learning (ICML), July 2024.
BibTeX TR2024-105 PDF Presentation- @inproceedings{Koike-Akino2024jul2,
- author = {Koike-Akino, Toshiaki and Meng Chang and Cevher, Volkan and De Micheli, Giovanni},
- title = {{Hardware-Efficient Quantization for Green Custom Foundation Models}},
- booktitle = {International Conference on Machine Learning (ICML)},
- year = 2024,
- month = jul,
- url = {https://www.merl.com/publications/TR2024-105}
- }
- Liu, J., Lowy, A., Koike-Akino, T., Parsons, K., Wang, Y., "Efficient Differentially Private Fine-Tuning of Diffusion Models", International Conference on Machine Learning (ICML) workshop (Next Generation of AI Safety), July 2024.
BibTeX TR2024-104 PDF Presentation- @inproceedings{Liu2024jul,
- author = {Liu, Jing and Lowy, Andrew and Koike-Akino, Toshiaki and Parsons, Kieran and Wang, Ye},
- title = {{Efficient Differentially Private Fine-Tuning of Diffusion Models}},
- booktitle = {International Conference on Machine Learning (ICML) workshop (Next Generation of AI Safety)},
- year = 2024,
- month = jul,
- url = {https://www.merl.com/publications/TR2024-104}
- }
- Bimbraw, K., Liu, J., Wang, Y., Koike-Akino, T., "Random Channel Ablation for Robust Hand Gesture Classification with Multimodal Biosignals", International Conference of the IEEE Engineering in Medicine and Biology Society, DOI: 10.1109/EMBC53108.2024.10782851, July 2024.
BibTeX TR2024-103 PDF- @inproceedings{Bimbraw2024jul3,
- author = {Bimbraw, Keshav and Liu, Jing and Wang, Ye and Koike-Akino, Toshiaki},
- title = {{Random Channel Ablation for Robust Hand Gesture Classification with Multimodal Biosignals}},
- booktitle = {International Conference of the IEEE Engineering in Medicine and Biology Society},
- year = 2024,
- month = jul,
- publisher = {IEEE},
- doi = {10.1109/EMBC53108.2024.10782851},
- issn = {2694-0604},
- isbn = {979-8-3503-7149-9},
- url = {https://www.merl.com/publications/TR2024-103}
- }
- Koike-Akino, T., Cevher, V., "Quantum-PEFT: Ultra Parameter-Efficient Fine-Tuning", International Conference on Machine Learning (ICML), July 2024.
BibTeX TR2024-101 PDF Presentation- @inproceedings{Koike-Akino2024jul,
- author = {Koike-Akino, Toshiaki and Cevher, Volkan},
- title = {{Quantum-PEFT: Ultra Parameter-Efficient Fine-Tuning}},
- booktitle = {International Conference on Machine Learning (ICML)},
- year = 2024,
- month = jul,
- url = {https://www.merl.com/publications/TR2024-101}
- }
- Kato, S., Wang, P., Koike-Akino, T., Fujihashi, T., Mansour, H., Boufounos, P.T., "Multi-Band Wi-Fi Neural Dynamic Fusion", arXiv, July 2024.
BibTeX arXiv- @article{Kato2024jul,
- 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 = {arXiv},
- year = 2024,
- month = jul,
- url = {https://arxiv.org/abs/2407.12937}
- }
- Hase, R., Wang, Y., Koike-Akino, T., Liu, J., Parsons, K., "Variational Randomized Smoothing for Sample-Wise Adversarial Robustness", arXiv, July 2024.
BibTeX arXiv- @article{Hase2024jul,
- author = {Hase, Ryo and Wang, Ye and Koike-Akino, Toshiaki and Liu, Jing and Parsons, Kieran},
- title = {{Variational Randomized Smoothing for Sample-Wise Adversarial Robustness}},
- journal = {arXiv},
- year = 2024,
- month = jul,
- url = {https://arxiv.org/abs/2407.11844}
- }
- Bimbraw, K., Wang, Y., Liu, J., Koike-Akino, T., "GPT Sonograpy: Hand Gesture Decoding from Forearm Ultrasound Images via VLM", arXiv, July 2024.
BibTeX arXiv- @article{Bimbraw2024jul2,
- 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}},
- journal = {arXiv},
- year = 2024,
- month = jul,
- url = {https://arxiv.org/abs/2407.10870}
- }
- Chen, X., Liu, J., Wang, Y., Wang, P., Brand, M., Wang, G., Koike-Akino, T., "SuperLoRA: Parameter-Efficient Unified Adaptation for Large Vision Models", IEEE Conference on Computer Vision and Pattern Recognition (CVPR), DOI: 10.1109/CVPRW63382.2024.00804, June 2024, pp. 8050-8055.
BibTeX TR2024-062 PDF Presentation- @inproceedings{Chen2024jun,
- 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 for Large Vision Models}},
- booktitle = {IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
- year = 2024,
- pages = {8050--8055},
- month = jun,
- publisher = {IEEE},
- doi = {10.1109/CVPRW63382.2024.00804},
- url = {https://www.merl.com/publications/TR2024-062}
- }
- Ni, H., Egger, B., Lohit, S., Cherian, A., Wang, Y., Koike-Akino, T., Huang, S.X., Marks, T.K., "TI2V-Zero: Zero-Shot Image Conditioning for Text-to-Video Diffusion Models", IEEE Conference on Computer Vision and Pattern Recognition (CVPR), June 2024, pp. 9015-9025.
BibTeX TR2024-059 PDF Video Software Presentation- @inproceedings{Ni2024jun,
- author = {Ni, Haomiao and Egger, Bernhard and Lohit, Suhas and Cherian, Anoop and Wang, Ye and Koike-Akino, Toshiaki and Huang, Sharon X. and Marks, Tim K.},
- title = {{TI2V-Zero: Zero-Shot Image Conditioning for Text-to-Video Diffusion Models}},
- booktitle = {IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
- year = 2024,
- pages = {9015--9025},
- month = jun,
- url = {https://www.merl.com/publications/TR2024-059}
- }
- Kojima, K., Koike-Akino, T., "Universal Photonic Neural Networks with Quantum-Free Data Reuploading", SPIE Photonics for Quantum, DOI: 10.1117/12.3023231, June 2024.
BibTeX TR2024-074 PDF- @inproceedings{Kojima2024jun,
- author = {Kojima, Keisuke and Koike-Akino, Toshiaki},
- title = {{Universal Photonic Neural Networks with Quantum-Free Data Reuploading}},
- booktitle = {SPIE Photonics for Quantum},
- year = 2024,
- month = jun,
- publisher = {SPIE},
- doi = {10.1117/12.3023231},
- url = {https://www.merl.com/publications/TR2024-074}
- }
- Fujihashi, T., Koike-Akino, T., Corcodel, R., "Graph-Based Analog Joint Source Channel Coding for 3D Haptic Communication", IEEE International Conference on Communications (ICC), DOI: 10.1109/ICC51166.2024.10622893, June 2024.
BibTeX TR2024-070 PDF- @inproceedings{Fujihashi2024jun,
- author = {Fujihashi, Takuya and Koike-Akino, Toshiaki and Corcodel, Radu},
- title = {{Graph-Based Analog Joint Source Channel Coding for 3D Haptic Communication}},
- booktitle = {IEEE International Conference on Communications (ICC)},
- year = 2024,
- month = jun,
- publisher = {IEEE},
- doi = {10.1109/ICC51166.2024.10622893},
- issn = {1938-1883},
- isbn = {978-1-7281-9054-9},
- url = {https://www.merl.com/publications/TR2024-070}
- }
- Vaca-Rubio, C., Wang, P., Koike-Akino, T., Wang, Y., Boufounos, P.T., Popovski, P., "Object Trajectory Estimation with Continuous-Time Neural Dynamic Learning of Millimeter-Wave Wi-Fi", IEEE Journal of Selected Topics in Signal Processing, DOI: 10.1109/JSTSP.2024.3388930, April 2024.
BibTeX TR2024-044 PDF- @article{Vaca-Rubio2024apr,
- author = {Vaca-Rubio, Cristian and Wang, Pu and Koike-Akino, Toshiaki and Wang, Ye and Boufounos, Petros T. and Popovski, Petar},
- title = {{Object Trajectory Estimation with Continuous-Time Neural Dynamic Learning of Millimeter-Wave Wi-Fi}},
- journal = {IEEE Journal of Selected Topics in Signal Processing},
- year = 2024,
- month = apr,
- doi = {10.1109/JSTSP.2024.3388930},
- issn = {1941-0484},
- url = {https://www.merl.com/publications/TR2024-044}
- }
- Fujihashi, T., Kato, S., Koike-Akino, T., "Implicit Neural Representation for Low-Overhead Graph-Based Holographic-Type Communications", IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), DOI: 10.1109/ICASSP48485.2024.10445857, April 2024.
BibTeX TR2024-022 PDF- @inproceedings{Fujihashi2024apr,
- author = {Fujihashi, Takuya and Kato, Sorachi and Koike-Akino, Toshiaki},
- title = {{Implicit Neural Representation for Low-Overhead Graph-Based Holographic-Type Communications}},
- booktitle = {IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP)},
- year = 2024,
- month = apr,
- publisher = {IEEE},
- doi = {10.1109/ICASSP48485.2024.10445857},
- issn = {2379-190X},
- isbn = {979-8-3503-4485-1},
- url = {https://www.merl.com/publications/TR2024-022}
- }
- Chen, X., Liu, J., Wang, Y., Wang, P., Brand, M., Wang, G., Koike-Akino, T., "SuperLoRA: Parameter-Efficient Unified Adaptation of Multi-Layer Attention Modules", arXiv, March 2024.
BibTeX arXiv- @article{Chen2024mar,
- 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 Multi-Layer Attention Modules}},
- journal = {arXiv},
- year = 2024,
- month = mar,
- url = {https://arxiv.org/abs/2403.11887}
- }
- Kato, S., Wang, P., Koike-Akino, T., Fujihashi, T., Mansour, H., Boufounos, P.T., "Object Trajectory Estimation with Multi-Band Wi-Fi Neural Dynamic Fusion", IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), DOI: 10.1109/ICASSP48485.2024.10445972, March 2024, pp. 13261-13265.
BibTeX TR2024-019 PDF- @inproceedings{Kato2024mar,
- author = {Kato, Sorachi and Wang, Pu and Koike-Akino, Toshiaki and Fujihashi, Takuya and Mansour, Hassan and Boufounos, Petros T.},
- title = {{Object Trajectory Estimation with Multi-Band Wi-Fi Neural Dynamic Fusion}},
- booktitle = {IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP)},
- year = 2024,
- pages = {13261--13265},
- month = mar,
- publisher = {IEEE},
- doi = {10.1109/ICASSP48485.2024.10445972},
- issn = {2379-190X},
- isbn = {979-8-3503-4485-1},
- url = {https://www.merl.com/publications/TR2024-019}
- }
- Fujihashi, T., Koike-Akino, T., "Graph-Based EEG Signal Compression for Human-Machine Interaction", IEEE Access, DOI: 10.1109/ACCESS.2023.3347592, Vol. 12, No. IEEE, pp. 1163-1171, March 2024.
BibTeX TR2024-015 PDF- @article{Fujihashi2024mar,
- author = {Fujihashi, Takuya and Koike-Akino, Toshiaki},
- title = {{Graph-Based EEG Signal Compression for Human-Machine Interaction}},
- journal = {IEEE Access},
- year = 2024,
- volume = 12,
- number = {IEEE},
- pages = {1163--1171},
- month = mar,
- doi = {10.1109/ACCESS.2023.3347592},
- issn = {2169-3536},
- url = {https://www.merl.com/publications/TR2024-015}
- }
- Lowy, A., Li, Z., Liu, J., Koike-Akino, T., Parsons, K., Wang, Y., "Why Does Differential Privacy with Large ε Defend Against Practical Membership Inference Attacks?", AAAI Workshop on Privacy-Preserving Artificial Intelligence, February 2024.
BibTeX TR2024-009 PDF- @inproceedings{Lowy2024feb2,
- author = {Lowy, Andrew and Li, Zhuohang and Liu, Jing and Koike-Akino, Toshiaki and Parsons, Kieran and Wang, Ye},
- title = {{Why Does Differential Privacy with Large ε Defend Against Practical Membership Inference Attacks?}},
- booktitle = {AAAI Workshop on Privacy-Preserving Artificial Intelligence},
- year = 2024,
- month = feb,
- url = {https://www.merl.com/publications/TR2024-009}
- }
- Kuwabara, A., Osako Yutaro, , Kato, S., Fujihashi, T., Koike-Akino, T., Watanabe, T., "Implicit Neural Representation-based Hybrid Digital-Analog Image Delivery", IEEE International Conference on Computing, Networking and Communications (ICNC), DOI: 10.1109/ICNC59896.2024.10556282, February 2024.
BibTeX TR2024-007 PDF- @inproceedings{Kuwabara2024feb,
- author = {Kuwabara,Akihiro and Osako Yutaro and Kato, Sorachi and Fujihashi, Takuya and Koike-Akino, Toshiaki and Watanabe, Takashi},
- title = {{Implicit Neural Representation-based Hybrid Digital-Analog Image Delivery}},
- booktitle = {IEEE International Conference on Computing, Networking and Communications (ICNC)},
- year = 2024,
- month = feb,
- publisher = {IEEE},
- doi = {10.1109/ICNC59896.2024.10556282},
- issn = {2473-7585},
- isbn = {979-8-3503-7099-7},
- url = {https://www.merl.com/publications/TR2024-007}
- }
- Liu, J., Koike-Akino, T., Wang, P., Brand, M., Wang, Y., Parsons, K., "LoDA: Low-Dimensional Adaptation of Large Language Models", Advances in Neural Information Processing Systems (NeurIPS) workshop, December 2023.
BibTeX TR2023-150 PDF- @inproceedings{Liu2023dec,
- author = {Liu, Jing and Koike-Akino, Toshiaki and Wang, Pu and Brand, Matthew and Wang, Ye and Parsons, Kieran},
- title = {{LoDA: Low-Dimensional Adaptation of Large Language Models}},
- booktitle = {Advances in Neural Information Processing Systems (NeurIPS) workshop},
- year = 2023,
- month = dec,
- url = {https://www.merl.com/publications/TR2023-150}
- }
- Li, Z., Lowy, A., Liu, J., Koike-Akino, T., Malin, B., Parsons, K., Wang, Y., "Exploring User-level Gradient Inversion with a Diffusion Prior", International Workshop on Federated Learning in the Age of Foundation Models in Conjunction with NeurIPS, December 2023.
BibTeX TR2023-149 PDF- @inproceedings{Li2023dec,
- author = {Li, Zhuohang and Lowy, Andrew and Liu, Jing and Koike-Akino, Toshiaki and Malin, Bradley and Parsons, Kieran and Wang, Ye},
- title = {{Exploring User-level Gradient Inversion with a Diffusion Prior}},
- booktitle = {International Workshop on Federated Learning in the Age of Foundation Models in Conjunction with NeurIPS},
- year = 2023,
- month = dec,
- url = {https://www.merl.com/publications/TR2023-149}
- }
- Nuti, P., Kim, K.J., Wang, P., Koike-Akino, T., Parsons, K., "RIS-Assisted Joint Preamble Detection and Localization", IEEE International Workshop on Computational Advances in Multi-Sensor Adaptive Processing (CAMSAP), DOI: 10.1109/CAMSAP58249.2023.10403493, December 2023.
BibTeX TR2023-142 PDF- @inproceedings{Nuti2023dec,
- author = {Nuti, Pooja and Kim, Kyeong Jin and Wang, Pu and Koike-Akino, Toshiaki and Parsons, Kieran},
- title = {{RIS-Assisted Joint Preamble Detection and Localization}},
- booktitle = {IEEE International Workshop on Computational Advances in Multi-Sensor Adaptive Processing (CAMSAP)},
- year = 2023,
- month = dec,
- doi = {10.1109/CAMSAP58249.2023.10403493},
- isbn = {979-8-3503-4453-0},
- url = {https://www.merl.com/publications/TR2023-142}
- }
- Fujihashi, T., Koike-Akino, T., Watanabe, T., "Rateless Deep Graph Joint Source Channel Coding for Holographic-Type Communication", IEEE Global Communications Conference (GLOBECOM), DOI: 10.1109/GLOBECOM54140.2023.10437920, December 2023.
BibTeX TR2023-139 PDF- @inproceedings{Fujihashi2023dec,
- author = {Fujihashi, Takuya and Koike-Akino, Toshiaki and Watanabe, Takashi},
- title = {{Rateless Deep Graph Joint Source Channel Coding for Holographic-Type Communication}},
- booktitle = {IEEE Global Communications Conference (GLOBECOM)},
- year = 2023,
- month = dec,
- publisher = {IEEE},
- doi = {10.1109/GLOBECOM54140.2023.10437920},
- issn = {2576-6813},
- isbn = {979-8-3503-1090-0},
- url = {https://www.merl.com/publications/TR2023-139}
- }
- Xu, Y., Wang, B., Sakamoto, Y., Yamamoto, T., Nishimura, Y., Koike-Akino, T., Wang, Y., "Electric Machine Inverse Design with Variational Auto-Encoder (VAE)", IEEE Energy Conversion Congress and Exposition (ECCE), DOI: 10.1109/ECCE53617.2023.10362903, October 2023.
BibTeX TR2023-134 PDF- @inproceedings{Xu2023nov,
- author = {Xu, Yihao and Wang, Bingnan and Sakamoto, Yusuke and Yamamoto, Tatsuya and Nishimura, Yuki and Koike-Akino, Toshiaki and Wang, Ye},
- title = {{Electric Machine Inverse Design with Variational Auto-Encoder (VAE)}},
- booktitle = {IEEE Energy Conversion Congress and Exposition (ECCE)},
- year = 2023,
- month = oct,
- publisher = {IEEE},
- doi = {10.1109/ECCE53617.2023.10362903},
- issn = {2329-3748},
- isbn = {979-8-3503-1644-5},
- url = {https://www.merl.com/publications/TR2023-134}
- }