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Koike-Akino, Toshiaki

  1. LUVLi Face Alignment: Estimating Landmarks' Location, Uncertainty, and Visibility Likelihood
    2020/04/06 by Abhinav Kumar, Kumar, Abhinav, Tim K. Marks +15 · 4 citations
    Computer Science · Medicine · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Face recognition and analysis #Facial Rejuvenation and Surgery Techniques #Generative Adversarial Networks and Image Synthesis #Image and Video Processing (eess.IV) #Machine Learning (cs.LG) #electronic engineering #information engineering
  2. EEG-GNN: Graph Neural Networks for Classification of Electroencephalogram (EEG) Signals
    2021/06/16 by Andaç Demir, Toshiaki Koike–Akino, Demir, Andac +7 · 4 citations
    Neuroscience · #EEG and Brain-Computer Interfaces #FOS: Computer and information sciences #FOS: Electrical engineering #Functional Brain Connectivity Studies #Machine Learning (cs.LG) #Neural dynamics and brain function #Signal Processing (eess.SP) #electronic engineering #information engineering
  3. Multiset-Partition Distribution Matching
    2018/01/25 by Tobias Fehenberger, Fehenberger, Tobias, David S. Millar +7 · 2 citations
    Computer Science · Engineering · #Advanced Data Compression Techniques #Advanced Wireless Communication Techniques #Algorithms and Data Compression #FOS: Electrical engineering #Signal Processing (eess.SP) #electronic engineering #information engineering
  4. TI2V-Zero: Zero-Shot Image Conditioning for Text-to-Video Diffusion Models
    2024/04/25 by Haomiao Ni, Ni, Haomiao, Bernhard Egger +13 · 4 citations
    Computer Science · Medicine · #Advanced Image Processing Techniques #Radiomics and Machine Learning in Medical Imaging #Mycobacterium research and diagnosis
  5. Steered Diffusion: A Generalized Framework for Plug-and-Play Conditional Image Synthesis
    2023/09/30 by Nair, Nithin Gopalakrishnan, Cherian, Anoop, Lohit, Suhas +4 · 3 citations
    #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  6. Forget to Flourish: Leveraging Machine-Unlearning on Pretrained Language Models for Privacy Leakage
    2024/08/30 by Rashid, Md Rafi Ur, Liu, Jing, Koike-Akino, Toshiaki +2 · 3 citations
    #Artificial Intelligence (cs.AI) #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  7. Stochastic Bottleneck: Rateless Auto-Encoder for Flexible Dimensionality Reduction
    2020/05/06 by Toshiaki Koike–Akino, Ye Wang, Koike-Akino, Toshiaki +1 · 1 citation
    Computer Science · #Advanced Neural Network Applications #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Generative Adversarial Networks and Image Synthesis #Image and Signal Denoising Methods #Image and Video Processing (eess.IV) #Machine Learning (cs.LG) #Machine Learning (stat.ML) #electronic engineering #information engineering
  8. Wireless 3D Point Cloud Delivery Using Deep Graph Neural Networks
    2020/06/17 by Fujihashi, Takuya, Koike-Akino, Toshiaki, Chen, Siheng +1 · 1 citation
    #FOS: Computer and information sciences #FOS: Electrical engineering #Information Theory (cs.IT) #Machine Learning (cs.LG) #Signal Processing (eess.SP) #electronic engineering #information engineering
  9. AutoHLS: Learning to Accelerate Design Space Exploration for HLS Designs
    2024/03/15 by Ahmed, Md Rubel, Koike-Akino, Toshiaki, Parsons, Kieran +1 · 2 citations
    #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Hardware Architecture (cs.AR) #Machine Learning (cs.LG)
  10. Multi-Band Wi-Fi Sensing with Matched Feature Granularity
    2021/12/28 by Jianyuan Yu, Yu, Jianyuan, Pu Pu +10 · 1 citation
    Engineering · Computer Science · #Indoor and Outdoor Localization Technologies #Speech and Audio Processing #Millimeter-Wave Propagation and Modeling
  11. AutoQML: Automated Quantum Machine Learning for Wi-Fi Integrated Sensing and Communications
    2022/05/17 by Koike-Akino, Toshiaki, Wang, Pu, Wang, Ye · 1 citation
    #FOS: Computer and information sciences #FOS: Electrical engineering #FOS: Physical sciences #Machine Learning (cs.LG) #Quantum Physics (quant-ph) #Signal Processing (eess.SP) #electronic engineering #information engineering
  12. quEEGNet: Quantum AI for Biosignal Processing
    2022/09/29 by Toshiaki Koike–Akino, Ye Wang, Koike-Akino, Toshiaki +1 · 1 citation
    Computer Science · Engineering · Neuroscience · #Advanced Memory and Neural Computing #EEG and Brain-Computer Interfaces #FOS: Computer and information sciences #FOS: Electrical engineering #FOS: Physical sciences #Machine Learning (cs.LG) #Neural Networks and Reservoir Computing #Quantum Physics (quant-ph) #Signal Processing (eess.SP) #electronic engineering #information engineering
  13. Hybrid Quantum-Classical Neural Networks for Downlink Beamforming Optimization
    2024/08/08 by Zhang, Juping, Zheng, Gan, Koike-Akino, Toshiaki +2 · 2 citations
    #FOS: Computer and information sciences #Information Theory (cs.IT)
  14. LatentLLM: Attention-Aware Joint Tensor Compression
    2025/05/23 by Koike-Akino, Toshiaki, Chen, Xiangyu, Liu, Jing +4 · 3 citations
    #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  15. Why Does Differential Privacy with Large Epsilon Defend Against Practical Membership Inference Attacks?
    2024/02/14 by Lowy, Andrew, Li, Zhuohang, Liu, Jing +3 · 1 citation
    #68P27 #Artificial Intelligence (cs.AI) #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  16. SuperLoRA: Parameter-Efficient Unified Adaptation of Multi-Layer Attention Modules
    2024/03/18 by Chen, Xiangyu, Liu, Jing, Wang, Ye +4 · 1 citation
    #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  17. Quantum Diffusion Models for Few-Shot Learning
    2024/11/06 by Ruhan Wang, Wang, Ruhan, Ye Wang +5 · 1 citation
    Earth and Planetary Sciences · Engineering · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Geophysical Methods and Applications #Geophysical and Geoelectrical Methods #Machine Learning (cs.LG)
  18. Smoothed Embeddings for Robust Language Models
    2025/01/27 by Hase, Ryo, Rashid, Md Rafi Ur, Lewis, Ashley +4 · 1 citation
    #68T07 (Primary) #68T50 (Secondary) #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)