| 2026 | QoMEX | Integrating "Where" and "How" for Expertise-Aware 8K Video Quality Prediction. | Yasuko Sugito, Toshihisa Tanaka |
| 2025 | ETRA | Eye-tracking analysis of expertise-based visual behavior in 8K video quality assessment. | Yasuko Sugito, Toshihisa Tanaka |
| 2025 | MICCAI | Parameter-Efficient Fine-Tuning of 3D DDPM for MRI Image Generation Using Tensor Networks. | Binghua Li, Ziqing Chang, Tong Liang, Chao Li, Toshihisa Tanaka, Shigeki Aoki, Qibin Zhao, Zhe Sun |
| 2024 | AAAI | Efficient Nonparametric Tensor Decomposition for Binary and Count Data. | Zerui Tao, Toshihisa Tanaka, Qibin Zhao |
| 2024 | ICASSP | Detection of Epileptic Seizures in Long Eeg Recordings Using an Anomaly Detector with Artifact Rejection. | Kazi Mahmudul Hassan, Xuyang Zhao, Hidenori Sugano, Toshihisa Tanaka |
| 2024 | ICLR | Adversarial Training on Purification (AToP): Advancing Both Robustness and Generalization. | Guang Lin, Chao Li, Jianhai Zhang, Toshihisa Tanaka, Qibin Zhao |
| 2023 | ICASSP | Active Selection of Source Patients in Transfer Learning for Epileptic Seizure Detection Using Riemannian Manifold. | Toshiki Orihara, Kazi Mahmudul Hassan, Toshihisa Tanaka |
| 2023 | ICASSP | Synthesizing Speech from ECoG with a Combination of Transformer-Based Encoder and Neural Vocoder. | Kai Shigemi, Shuji Komeiji, Takumi Mitsuhashi, Yasushi Iimura, Hiroharu Suzuki, Hidenori Sugano, Koichi Shinoda, Kohei Yatabe, Toshihisa Tanaka |
| 2023 | ICONIP | Scalable Bayesian Tensor Ring Factorization for Multiway Data Analysis. | Zerui Tao, Toshihisa Tanaka, Qibin Zhao |
| 2022 | ICASSP | Epileptic Spike Detection by Recurrent Neural Networks with Self-Attention Mechanism. | Kosuke Fukumori, Noboru Yoshida, Hidenori Sugano, Madoka Nakajima, Toshihisa Tanaka |
| 2022 | ICASSP | Transformer-Based Estimation of Spoken Sentences Using Electrocorticography. | Shuji Komeiji, Kai Shigemi, Takumi Mitsuhashi, Yasushi Iimura, Hiroharu Suzuki, Hidenori Sugano, Koichi Shinoda, Toshihisa Tanaka |
| 2022 | ICASSP | Preliminary Results on the Generation of Artificial Handwriting Data Using a Decomposition-Recombination Strategy. | Jos Fernando Adrn Otero, Oscar Solns Caballer, Pere Mart-Puig, Zhe Sun, Toshihisa Tanaka, Jordi Sol-Casals |
| 2021 | ACML | Bayesian Latent Factor Model for Higher-order Data. | Zerui Tao, Xuyang Zhao, Toshihisa Tanaka, Qibin Zhao |
| 2021 | KES | Convolution Neural Network Recognition of Epileptic Foci Based on Composite Signal Processing of Electroencephalograph Data. | Mo Xia, Linfeng Sui, Xuyang Zhao, Toshihisa Tanaka, Jianting Cao |
| 2020 | ICASSP | Scalpnet: Detection of Spatiotemporal Abnormal Intervals in Epileptic EEG Using Convolutional Neural Networks. | Takahiko Sakai, Taku Shoji, Noboru Yoshida, Kosuke Fukumori, Yuichi Tanaka, Toshihisa Tanaka |
| 2020 | ICASSP | Classification of Epileptic IEEG Signals by CNN and Data Augmentation. | Xuyang Zhao, Jordi Sol-Casals, Binghua Li, Zihao Huang, Andong Wang, Jianting Cao, Toshihisa Tanaka, Qibin Zhao |
| 2019 | CW | Epileptic Seizure Detection from EEG Signals Using Multiband Features with Feedforward Neural Network. | Kazi Mahmudul Hassan, Md. Rabiul Islam, Toshihisa Tanaka, Md. Khademul Islam Molla |
| 2019 | CW | Electroencephalography Based Motor Imagery Classification Using Unsupervised Feature Selection. | Abdullah Al Shiam, Md. Rabiul Islam, Toshihisa Tanaka, Md. Khademul Islam Molla |
| 2019 | ICASSP | Fully Data-driven Convolutional Filters with Deep Learning Models for Epileptic Spike Detection. | Kosuke Fukumori, Hoang Thien Thu Nguyen, Noboru Yoshida, Toshihisa Tanaka |
| 2019 | ISNN | Quasi-Brain-Death EEG Diagnosis Based on Tensor Train Decomposition. | Qipeng Chen, Longhao Yuan, Yao Miao, Qibin Zhao, Toshihisa Tanaka, Jianting Cao |
| 2018 | ICASSP | Waveform-Based Multi-Stimulus Coding for Brain-Computer Interfaces Based on Steady-State Visual Evoked Potentials. | Yutaro Tanji, Masaki Nakanishi, Kaori Suefusa, Toshihisa Tanaka |
| 2018 | ICASSP | Dictionary Learning for Gaussian Kernel Adaptive Filtering with Variablekernel Center and Width. | Tomoya Wada, Kosuke Fukumori, Toshihisa Tanaka |
| 2018 | SMC | Cross-Modulation Response Underlying Sensorimotor Synchronization to Auditory and Visual Beats. | Akihiro Matsumoto, Toshihisa Tanaka |
| 2017 | ICASSP | Accelerated sensor position selection using graph localization operator. | Akie Sakiyama, Yuichi Tanaka, Toshihisa Tanaka, Antonio Ortega |
| 2017 | ICASSP | Reduced calibration by efficient transformation of templates for high speed hybrid coded SSVEP brain-computer interfaces. | Kaori Suefusa, Toshihisa Tanaka |
| 2016 | ICASSP | Frequency recognition of steady-state visually evoked potentials using binary subband canonical correlation analysis with reduced dimension of reference signals. | Md. Rabiul Islam, Toshihisa Tanaka, Masaki Nakanishi, Md. Khademul Islam Molla |
| 2016 | ICASSP | Efficient sensor position selection using graph signal sampling theory. | Akie Sakiyama, Yuichi Tanaka, Toshihisa Tanaka, Antonio Ortega |
| 2016 | ICONIP | Dynamic MEMD Associated with Approximate Entropy in Patients' Consciousness Evaluation. | Gaochao Cui, Qibin Zhao, Toshihisa Tanaka, Jianting Cao, Andrzej Cichocki |
| 2016 | IJCNN | Sparse kernel principal component analysis based on elastic net regularization. | Duo Wang, Toshihisa Tanaka |
| 2015 | ICASSP | Efficient construction of dictionaries for kernel adaptive filtering in a dynamic environment. | Taichi Ishida, Toshihisa Tanaka |
| 2015 | ICASSP | Phase-based detection of intentional state for asynchronous brain-computer interface. | Kaori Suefusa, Toshihisa Tanaka |
| 2015 | ICASSP | Dictionary-based online kernel principal subspace analysis with double orthogonality preservation. | Toshihisa Tanaka |
| 2014 | ICARCV | A brain-computer interface using binary phase-shift keying visual stimuli. | Naoki Morikawa, Toshihisa Tanaka |
| 2014 | ICASSP | Mixed maps for learning a Kolmogoroff-Nagumo-type average element on the compact Stiefel manifold. | Simone G. O. Fiori, Tetsuya Kaneko, Toshihisa Tanaka |
| 2014 | IJCNN | EEG energy analysis for evaluating consciousness level using dynamic MEMD. | Gaochao Cui, Yunchao Yin, Toshihisa Tanaka, Jianting Cao |
| 2013 | ICASSP | Phase synchronization analysis of EEG channels using bivariate empirical mode decomposition. | Md. Khademul Islam Molla, Toshihisa Tanaka, Tomasz M. Rutkowski, Kenji Tanaka |
| 2013 | ICASSP | A joint tensor diagonalization approach to active data selection for EEG classification. | Naoki Tomida, Hiroshi Higashi, Toshihisa Tanaka |
| 2012 | ICASSP | Regularization using geometric information between sensors capturing features from brain signals. | Hiroshi Higashi, Andrzej Cichocki, Toshihisa Tanaka |
| 2012 | ICASSP | A method to compute averages over the compact Stiefel manifold. | Tetsuya Kaneko, Toshihisa Tanaka, Simone G. O. Fiori |
| 2012 | ICASSP | Multivariate EMD based approach to EOG artifacts separation from EEG. | M. Khademul Islam Molla, Toshihisa Tanaka, Tomasz M. Rutkowski |
| 2012 | ICASSP | Adaptive kernel principal components tracking. | Toshihisa Tanaka, Yoshikazu Washizawa, Anthony Kuh |
| 2012 | IJCNN | Learning on the compact Stiefel manifold by a cayley-transform-based pseudo-retraction map. | Simone G. O. Fiori, Tetsuya Kaneko, Toshihisa Tanaka |
| 2012 | IJCNN | A simple platform of brain-controlled mobile robot and its implementation by SSVEP. | Cheng Zhang, Yosuke Kimura, Hiroshi Higashi, Toshihisa Tanaka |
| 2011 | ICASSP | Classification by weighting for spatio-frequency components of EEG signal during motor imagery. | Hiroshi Higashi, Toshihisa Tanaka |
| 2011 | ICASSP | A machine learning based approach to weather parameter estimation in Doppler weather radar. | Satoshi Kon, Toshihisa Tanaka, Humihiko Mizutani, Masakazu Wada |
| 2011 | IPAS | Detection of motion blur direction based on maxima locations for blind deconvolution. | Rachel Mabanag Chong, Toshihisa Tanaka |
| 2011 | ISNN | Dimension Reduction of RCE Signal by PCA and LPP for Estimation of the Sleeping. | Yohei Tomita, Yasue Mitsukura, Toshihisa Tanaka, Jianting Cao |
| 2010 | ICASSP | Finding initial values for time-varying joint diagonalization. | Gen Hori, Toshihisa Tanaka |
| 2010 | ICASSP | Separation of EOG artifacts from EEG signals using bivariate EMD. | Md. Khademul Islam Molla, Toshihisa Tanaka, Tomasz M. Rutkowski, Andrzej Cichocki |
| 2010 | ICONIP | Tensor Based Simultaneous Feature Extraction and Sample Weighting for EEG Classification. | Yoshikazu Washizawa, Hiroshi Higashi, Tomasz M. Rutkowski, Toshihisa Tanaka, Andrzej Cichocki |
| 2010 | IJCNN | Rhythmic component extraction considering phase alignment and the application to motor imagery-based brain computer interfacing. | Hiroshi Higashi, Toshihisa Tanaka, Yasue Mitsukura |
| 2010 | IJCNN | EEG frequency analysis for dozing detection system. | Yohei Tomita, Yasue Mitsukura, Toshihisa Tanaka, Jianting Cao |
| 2010 | ISNN | Dynamic Extension of Approximate Entropy Measure for Brain-Death EEG. | Qi-Wei Shi, Jianting Cao, Wei Zhou, Toshihisa Tanaka, Ru-Bin Wang |
| 2009 | ICASSP | Region-based weighted-norm approach to video super-resolution with adaptive regularization. | Osama A. Omer, Toshihisa Tanaka |
| 2009 | ICASSP | Multichannel spectral pattern separation - An EEG processing application -. | Tomasz M. Rutkowski, Andrzej Cichocki, Toshihisa Tanaka, Danilo P. Mandic, Jianting Cao, Anca L. Ralescu |
| 2009 | ICASSP | Adaptive rhythmic component extractionwith regularization for EEG data analysis. | Yuki Saito, Toshihisa Tanaka, Hiroshi Higashi |
| 2009 | IJCNN | Learning averages over the lie group of symmetric positive-definite matrices. | Simone G. O. Fiori, Toshihisa Tanaka |
| 2009 | ISCAS | Learning-machines-committee Averages over the Unitary Group of Matrices. | Simone G. O. Fiori, Toshihisa Tanaka |
| 2009 | PSIVT | Region-Based Super Resolution for Video Sequences Considering Registration Error. | Osama A. Omer, Toshihisa Tanaka |
| 2009 | RO-MAN | Analysis of the EEG during the sleeping by the rhythmic component extraction. | Yohei Tomita, Yasue Mitsukura, Toshihisa Tanaka, Jianting Cao |
| 2008 | ICASSP | Joint blur identification and high-resolution image estimation based on weighted mixed-norm with outlier rejection. | Osama A. Omer, Toshihisa Tanaka |
| 2008 | ICASSP | Rhythmic component extraction for multi-channel EEG data analysis. | Toshihisa Tanaka, Yuki Saito |
| 2008 | ICONIP | Clustering of Spectral Patterns Based on EMD Components of EEG Channels with Applications to Neurophysiological Signals Separation. | Tomasz M. Rutkowski, Andrzej Cichocki, Toshihisa Tanaka, Anca L. Ralescu, Danilo P. Mandic |
| 2008 | ISCAS | An averaging method for a committee of special-orthogonal-group machines. | Simone G. O. Fiori, Toshihisa Tanaka |
| 2007 | ICASSP | Rotation Invariant Complex Empirical Mode Decomposition. | Muhammad Altaf, Temujin Gautama, Toshihisa Tanaka, Danilo P. Mandic |
| 2007 | ICASSP | Least Squares Approximate Joint Diagonalization on the Orthogonal Group. | Toshihisa Tanaka, Simone G. O. Fiori |
| 2007 | VCIP | Super-resolution based on region-matching motion estimation. | Osama A. Omer, Toshihisa Tanaka |
| 2006 | ICASSP | Simultaneous Tracking of the Best Basis in Reduced-Rank Wiener Filter. | Toshihisa Tanaka, Simone G. O. Fiori |
| 2006 | ICASSP | Sparseness by Iterative Projections Onto Spheres. | Fabian J. Theis, Toshihisa Tanaka |
| 2006 | ICIP | A Fast Predictive Lossless Coder for fMRI Data Sets. | Toshihisa Tanaka, Yumi Murakami, Fabian J. Theis |
| 2006 | ISCAS | Lossless multi-channel EEG compression. | Yodchanan Wongsawat, Soontorn Oraintara, Toshihisa Tanaka, Kamisetty R. Rao |
| 2006 | KES | A Flexible Method for Envelope Estimation in Empirical Mode Decomposition. | Yoshikazu Washizawa, Toshihisa Tanaka, Danilo P. Mandic, Andrzej Cichocki |
| 2005 | ICANN | A Fast and Efficient Method for Compressing fMRI Data Sets. | Fabian J. Theis, Toshihisa Tanaka |
| 2005 | ICIP | Optimal design for synthesis filters of oversampled uniform perfect reconstruction filter banks with 50% overlapping. | Toshihisa Tanaka |
| 2004 | ICASSP | Subband decomposition independent component analysis and new performance criteria. | Toshihisa Tanaka, Andrzej Cichocki |
| 2004 | ICIP | Generalized subspace rules for on-line pca and their application in signal and image compression. | Toshihisa Tanaka |
| 2004 | ICIP | Noise reduction of images with multiple subband transforms. | Toshihisa Tanaka, Laurent C. Duval |
| 2004 | SSPR | Kernel Relative Principal Component Analysis for Pattern Recognition. | Yoshikazu Washizawa, Kenji Hikida, Toshihisa Tanaka, Yukihiko Yamashita |
| 2003 | ICASSP | Denoising of seismic signals with oversampled filter banks. | Laurent Duval, Toshihisa Tanaka |
| 2003 | ICIP | A novel class of variable-length lapped transform for image coding. | Toshihisa Tanaka, Yasutaka Hirasawa, Yukihiko Yamashita |
| 2003 | ICIP | Projection-based time-varying subband image coding. | Toshihisa Tanaka, Takateru Saito, Yukihiko Yamashita |
| 2002 | ICASSP | The generalized lapped pseudo-biorthogonal transform. | Toshihisa Tanaka, Yukihiko Yamashita |
| 2002 | ICIP | Noise robust oversampled linear phase perfect reconstruction filter bank with a lattice structure. | Toshihisa Tanaka, Yukihiko Yamashita |
| 2001 | ICASSP | A biorthogonal transform with overlapping and non-overlapping basis functions for image coding. | Toshihisa Tanaka, Yukihiko Yamashita |
| 2001 | ICIP | The orientation adaptive lapped biorthogonal transform for efficient image coding. | Toshihisa Tanaka, Yukihiko Yamashita |
| 2000 | ICIP | The Orientation Adaptive Lapped Orthogonal Transform for Image Coding. | Toshihisa Tanaka, Yukihiko Yamashita |
| 1999 | ICIP | Image Coding Using Vector-Embedded Karhunen-Loeve Transform. | Toshihisa Tanaka, Yukihiko Yamashita |