| 2026 | AAAI | Object-Centric World Models for Causality-Aware Reinforcement Learning. | Yosuke Nishimoto, Takashi Matsubara |
| 2025 | AAAI | Number Theoretic Accelerated Learning of Physics-Informed Neural Networks. | Takashi Matsubara, Takaharu Yaguchi |
| 2025 | ICLR | Poisson-Dirac Neural Networks for Modeling Coupled Dynamical Systems across Domains. | Razmik Arman Khosrovian, Takaharu Yaguchi, Hiroaki Yoshimura, Takashi Matsubara |
| 2024 | CVPR | Predicated Diffusion: Predicate Logic-Based Attention Guidance for Text-to-Image Diffusion Models. | Kota Sueyoshi, Takashi Matsubara |
| 2023 | CVPR | Deep Curvilinear Editing: Commutative and Nonlinear Image Manipulation for Pretrained Deep Generative Model. | Takehiro Aoshima, Takashi Matsubara |
| 2023 | ICLR | FINDE: Neural Differential Equations for Finding and Preserving Invariant Quantities. | Takashi Matsubara, Takaharu Yaguchi |
| 2023 | SDM | A Two-View EEG Representation for Brain Cognition by Composite Temporal-Spatial Contrastive Learning. | Zheng Chen, Lingwei Zhu, Haohui Jia, Takashi Matsubara |
| 2022 | AAAI | KAM Theory Meets Statistical Learning Theory: Hamiltonian Neural Networks with Non-zero Training Loss. | Yuhan Chen, Takashi Matsubara, Takaharu Yaguchi |
| 2020 | IJCNN | Att-DARTS: Differentiable Neural Architecture Search for Attention. | Kohei Nakai, Takashi Matsubara, Kuniaki Uehara |
| 2019 | IJCNN | A Human-Like Agent Based on a Hybrid of Reinforcement and Imitation Learning. | Rousslan Fernand Julien Dossa, Xinyu Lian, Hirokazu Nomoto, Takashi Matsubara, Kuniaki Uehara |
| 2019 | IJCNN | Deep Generative State-Space Modeling of FMRI Images for Psychiatric Disorder Diagnosis. | Koki Kusano, Tetsuo Tashiro, Takashi Matsubara, Kuniaki Uehara |
| 2019 | IJCNN | Predictable Uncertainty-Aware Unsupervised Deep Anomaly Segmentation. | Kazuki Sato, Kenta Hama, Takashi Matsubara, Kuniaki Uehara |
| 2018 | ACML | RICAP: Random Image Cropping and Patching Data Augmentation for Deep CNNs. | Ryo Takahashi, Takashi Matsubara, Kuniaki Uehara |
| 2018 | ACML | Hypernetwork-based Implicit Posterior Estimation and Model Averaging of CNN. | Kenya Ukai, Takashi Matsubara, Kuniaki Uehara |
| 2018 | IJCNN | Anomaly Machine Component Detection by Deep Generative Model with Unregularized Score. | Takashi Matsubara, Ryosuke Tachibana, Kuniaki Uehara |
| 2018 | MICCAI | Structured Deep Generative Model of fMRI Signals for Mental Disorder Diagnosis. | Takashi Matsubara, Tetsuo Tashiro, Kuniaki Uehara |
| 2017 | ACML | Scale-Invariant Recognition by Weight-Shared CNNs in Parallel. | Ryo Takahashi, Takashi Matsubara, Kuniaki Uehara |
| 2017 | IJCNN | Spike timing-dependent conduction delay learning model classifying spatio-temporal spike patterns. | Takashi Matsubara |
| 2017 | SNPD | Automatic manga colorization with color style by generative adversarial nets. | Yuusuke Kataoka, Takashi Matsubara, Kuniaki Uehara |
| 2017 | SNPD | Developing game AI agent behaving like human by mixing reinforcement learning and supervised learning. | Shohei Miyashita, Xinyu Lian, Xiao Zeng, Takashi Matsubara, Kuniaki Uehara |
| 2016 | IJCNN | A novel homeostatic plasticity model realized by random fluctuations in excitatory synapses. | Takashi Matsubara, Kuniaki Uehara |
| 2014 | IJCNN | A nonlinear model of fMRI BOLD signal including the trend component. | Takashi Matsubara, Hiroyuki Torikai, Tetsuya Shimokawa, Kenji Leibnitz, Ferdinand Peper |
| 2013 | IJCNN | A novel reservoir network of asynchronous cellular automaton based neurons for MIMO neural system reproduction. | Takashi Matsubara, Hiroyuki Torikai |
| 2012 | ICANN | A Novel Bifurcation-Based Synthesis of Asynchronous Cellular Automaton Based Neuron. | Takashi Matsubara, Hiroyuki Torikai |
| 2012 | IJCNN | A generalized asynchronous digital spiking neuron: Theoretical analysis and compartmental model. | Takashi Matsubara, Hiroyuki Torikai |
| 2011 | ICONIP | Dynamic Response Behaviors of a Generalized Asynchronous Digital Spiking Neuron Model. | Takashi Matsubara, Hiroyuki Torikai |
| 2011 | IJCNN | A novel asynchronous digital spiking neuron model and its various neuron-like bifurcations and responses. | Takashi Matsubara, Hiroyuki Torikai |
| 2011 | KES | Word Familiarity Distributions to Understand Heaps' Law of Vocabulary Growth of the Internet Forums. | Masao Kubo, Hiroshi Sato, Takashi Matsubara |
| 2010 | KES | Population Estimation of Internet Forum Community by Posted Article Distribution. | Masao Kubo, Keitaro Naruse, Hiroshi Sato, Takashi Matsubara |
| 2007 | IDEAL | The Possibility of an Epidemic Meme Analogy for Web Community Population Analysis. | Masao Kubo, Keitaro Naruse, Hiroshi Sato, Takashi Matsubara |
| 2006 | IAS | An Adaptive Behavior of Mobile Ad Hoc Network Agents. | Masao Kubo, Chau Dan, Hiroshi Sato, Takashi Matsubara |
| 2005 | ICRA | Time Series Action Support by Mobile Robot in Intelligent Environment. | Tsukasa Fukuda, Yasushi Nakauchi, Katsunori Noguchi, Takashi Matsubara |
| 2005 | IROS | Intelligent kitchen: cooking support by LCD and mobile robot with IC-labeled objects. | Yasushi Nakauchi, Tsukasa Fukuda, Katsunori Noguchi, Takashi Matsubara |
| 2004 | KES | Evaluation of the IRORI: A Cyber-Space that Catalyzes Face-to-Face Informal Communication. | Masao Usuki, Kozo Sugiyama, Kazushi Nishimoto, Takashi Matsubara |
| 2003 | ICRA | Proposal and evaluation of natural language human-robot interface system based on conversation theory. | Yasushi Nakauchi, Piyawat Naphattalung, Takeshi Takahashi, Takashi Matsubara, Eiichi Kashiwagi |
| 2003 | IROS | Vivid room: human intention detection and activity support environment for ubiquitous autonomy. | Yasushi Nakauchi, Katsunori Noguchi, Pongsak Somwong, Takashi Matsubara, Akira Namatame |
| 2000 | PRDC | Implementation and evaluation for dependable bus control using CPLD. | Yasumasa Hayashi, Takashi Matsubara, Yoshiaki Koga |