@article{CTT100905175,
  author = {Mila - Quebec AI Institute and Université de Montréal and Independent Researcher and University of Tsukuba and Rio Yokota and Kohta Ishikawa and Ikuro Sato and Ioannis Mitliagkas},
  title = {Empirical Study on Optimizer Selectionfor Out-of-Distribution GeneralizationAbstract},
  journal = {Transactions on Machine Learning Research},
  year = 2023,
}

@article{CTT100827597,
  author = {Kent Fujiwara and Ikuro Sato and Mitsuru Ambai and Yuichi Yoshida and Yoshiaki Sakakura},
  title = {Canonical and compact point cloud representation for shape classification},
  journal = {arXiv preprint arXiv:1809.04820},
  year = 2018,
}

@article{CTT100827611,
  author = {Ikuro Sato and Hiroki Nishimura and Kensuke Yokoi},
  title = {Apac: Augmented pattern classification with neural networks},
  journal = {arXiv preprint arXiv:1505.03229},
  year = 2015,
}

@article{CTT100827612,
  author = {Kohta Ishikawa and Ikuro Sato and Mitsuru Ambai},
  title = {Pairwise Rotation Hashing for High-dimensional Features},
  journal = {arXiv preprint arXiv:1501.07422},
  year = 2015,
}

@article{CTT100827620,
  author = {Ikuro Sato and Mitsuru Ambai and Koichiro Suzuki},
  title = {Sparse isotropic hashing},
  journal = {Information and Media Technologies},
  year = 2013,
}

@inproceedings{CTT100908322,
  author = {Yanhao Bao and Tatsukichi Shibuya and Ikuro Sato and Rei Kawakami and Nakamasa Inoue},
  title = {Efficient Target Propagation by Deriving Analytical Solution},
  booktitle = {Proc. AAAI2024},
  year = 2024,
}

@inproceedings{CTT100900933,
  author = {Tamotsu Kurioka and 鈴木 哲平 and Rei Kawakami and Ikuro Sato},
  title = {Teach the way to deform:教師モデルが持つ不変性の転移},
  booktitle = {MIRU2023 Extended Abstract集},
  year = 2023,
}

@inproceedings{CTT100900934,
  author = {Tatsukichi Shibuya and Nakamasa Inoue and Rei Kawakami and Ikuro Sato},
  title = {二値重み空間でのBinary Neural Networksの学習},
  booktitle = {MIRU2023 Extended Abstract集},
  year = 2023,
}

@inproceedings{CTT100900932,
  author = {Riyo Isobe and Rei Kawakami and Ikuro Sato},
  title = {回帰器と生成器の協調による視線角度推論},
  booktitle = {MIRU2023 Extended Abstract集},
  year = 2023,
}

@inproceedings{CTT100900931,
  author = {Masahiro Kada and 吉橋 亮太 and Rei Kawakami and Satoshi Ikehata and Ikuro Sato},
  title = {対照学習に基づく Mixture of Experts の経路表現学習},
  booktitle = {MIRU2023 Extended Abstract集},
  year = 2023,
}

@inproceedings{CTT100903047,
  author = {Wenru Zheng and Ryota Yoshihashi and Rei Kawakami and Ikuro Sato and Asako Kanezaki},
  title = {Multi Event Localization by Audio-Visual Fusion with Omnidirectional Camera and Microphone Array},
  booktitle = {},
  year = 2023,
}

@inproceedings{CTT100906352,
  author = {Tomoya Takahashi and Shingo Yashima and Kohta Ishikawa and Ikuro Sato and Rio Yokota},
  title = {Pixel-level Contrastive Learning of Driving Videos with Optical Flow},
  booktitle = {Proc. CVPR workshop 2023},
  year = 2023,
}

@inproceedings{CTT100894417,
  author = {J.R. Liang and S. Gongyo and M. Ambai and R. Kawakami and I. Sato},
  title = {Learning Non-Uniform Step-Sizes for Neural Network Quantization},
  booktitle = {Proc.SNL2023},
  year = 2023,
}

@inproceedings{CTT100894418,
  author = {Masahiro Kada and  Ryota Yoshihashi and  Rei Kawakami and Satoshi Ikehata and Ikuro Sato},
  title = {Path Representation Learning of Mixture of Experts Based on Contrastive Learning},
  booktitle = {Proc. SNL2023},
  year = 2023,
}

@inproceedings{CTT100890935,
  author = {Toshihiro Ota and Ikuro Sato and Rei Kawakami and Masayuki Tanaka and Nakamasa Inoue},
  title = {Learning with Partial Forgetting in Modern Hopfield Networks},
  booktitle = {Proceedings of The 26th International Conference on Artificial Intelligence and Statistics},
  year = 2023,
}

@inproceedings{CTT100885220,
  author = {Yuzhe Hao and Kuniaki Uto and Asako Kanezaki and Ikuro Sato and Rei Kawakami and Koichi Shinoda},
  title = {EvIs-Kitchen: Egocentric Human Activities Recognition with Video and Inertial Sensor data},
  booktitle = {Proc. International Conference on MULTIMEDIA MODELING},
  year = 2023,
}

@inproceedings{CTT100890934,
  author = {Tatsukichi Shibuya and Nakamasa Inoue and Rei Kawakami and Ikuro Sato},
  title = {Fixed-Weight Difference Target Propagation},
  booktitle = {Proceedings of the AAAI Conference on Artificial Intelligence},
  year = 2023,
}

@inproceedings{CTT100890866,
  author = {Aoyu Li and Ikuro Sato and Kohta Ishikawa and Rei Kawakami and Rio Yokota},
  title = {Informative Sample-Aware Proxy for Deep Metric Learning},
  booktitle = {},
  year = 2022,
}

@inproceedings{CTT100890863,
  author = {Hiroaki Igarashi and Kenichi Yoneji and Kohta Ishikawa and Rei Kawakami and Teppei Suzuki and Shingo Yashima and Ikuro Sato},
  title = {Multi-task Curriculum Learning based on Gradient Similarity},
  booktitle = {Proc. BMVC 2022},
  year = 2022,
}

@inproceedings{CTT100884337,
  author = {緒方貴紀 and Masayuki Tanaka and Ikuro Sato},
  title = {輝度特徴と色特徴の混合率の変化に対する画像分類の整合性評価},
  booktitle = {第25回情報論的学習理論ワークショップ（IBIS2022）},
  year = 2022,
}

@inproceedings{CTT100890864,
  author = {Hiroki Naganuma and Kartik Ahuja and Ioannis Mitliagkas and Shiro Takagi and Tetsuya Motokawa and Rio Yokota and Kohta Ishikawa and Ikuro Sato},
  title = {Empirical Study on Optimizer Selection for Out-of-Distribution Generalization},
  booktitle = {Proc. NeurIPS 2022},
  year = 2022,
}

@inproceedings{CTT100883653,
  author = {Pablo Cervantes and Yusuke Sekikawa and Ikuro Sato and Koichi Shinoda},
  title = {Implicit Neural Representations for Variable Length Human Motion Generation},
  booktitle = {Proc. European Conference on Computer Vision (ECCV), Lecture Notes in Computer Science},
  year = 2022,
}

@inproceedings{CTT100883990,
  author = {Ryota Yamada and Ikuro Sato and Masayuki Tanaka and Nakamasa Inoue and Rei Kawakami},
  title = {深層モデルの汎化性能改善を目的とした特徴抽出器の事後学習},
  booktitle = {第25回画像の認識・理解シンポジウム (MIRU2022)},
  year = 2022,
}

@inproceedings{CTT100884336,
  author = {Toshihiro Ota and Ikuro Sato and Rei Kawakami and Masayuki Tanaka and Nakamasa Inoue},
  title = {Learning with Partial Forgetting in Modern Hopfield Networks},
  booktitle = {第25回画像の認識・理解シンポジウム (MIRU2022)},
  year = 2022,
}

@inproceedings{CTT100890854,
  author = {Aoyu Li and Ikuro Sato and 石川康太 and Rei Kawakami and Rio Yokota},
  title = {Informative Sample-Aware Proxy for Deep Metric Learning},
  booktitle = {MIRUブックレット},
  year = 2022,
}

@inproceedings{CTT100890859,
  author = {Tatsukichi Shibuya and Ikuro Sato and Rei Kawakami and Nakamasa Inoue},
  title = {ランダム行列による固定逆伝播ネットワークを用いた Target Propagation の改良},
  booktitle = {MIRUブックレット},
  year = 2022,
}

@inproceedings{CTT100890857,
  author = {Tamotsu Kurioka and 鈴木哲平 and Rei Kawakami and Ikuro Sato},
  title = {複数教師モデルを用いたデータ拡張最適化手法の検討},
  booktitle = {MIRUブックレット},
  year = 2022,
}

@inproceedings{CTT100890855,
  author = {Jinrong. R. Liang and Shinya Gongyo and Mitsuru Ambai and Rei Kawakami and Ikuro Sato},
  title = {Learning of Non-Uniform Step-Sizes for Neural Network Quantization},
  booktitle = {},
  year = 2022,
}

@inproceedings{CTT100890862,
  author = {Tsubasa Kitayama and Rei Kawakami and Ikuro Sato and 吉橋亮太 and Asako Kanezaki},
  title = {球面畳み込みの時間軸拡張による全天球映像からの行動種別の領域分割},
  booktitle = {MIRUブックレット},
  year = 2022,
}

@inproceedings{CTT100890861,
  author = {Wenru Zheng and Rei Kawakami and Ikuro Sato and Ryota Yoshihashi and Asako Kanezaki},
  title = {Event Recognition by Audio-Visual Fusion with Omnidirectional Camera and Microphone Array},
  booktitle = {MIRUブックレット},
  year = 2022,
}

@inproceedings{CTT100890860,
  author = {Tomoya Takahashi and 八嶋晋吾 and 石川康太 and Ikuro Sato and Rio Yokota},
  title = {走行動画の大規模自己教師あり学習の検討と計画},
  booktitle = {MIRUブックレット},
  year = 2022,
}

@inproceedings{CTT100883986,
  author = {Ikuro Sato and Ryota Yamada and Masayuki Tanaka and Nakamasa Inoue and Rei Kawakami},
  title = {PoF: Post-Training of Feature Extractor for Improving Generalization},
  booktitle = {International Conference on Machine Learning (ICML)},
  year = 2022,
}

@inproceedings{CTT100890853,
  author = {Shingo Yashima and Teppei Suzuki and Kohta Ishikawa and Ikuro Sato and Rei Kawakami},
  title = {Feature Space Particle Inference for Neural Network Ensembles},
  booktitle = {Proc. The Thirty-ninth International Conference on Machine Learning},
  year = 2022,
}

@inproceedings{CTT100890852,
  author = {CHEN Mark and Rei Kawakami and Ikuro Sato and 苗村健},
  title = {生成的特徴量の角度依存性に着目した 視点角度推定の精度向上},
  booktitle = {},
  year = 2022,
}

@inproceedings{CTT100864876,
  author = {Keita Takayama and Ikuro Sato and Teppei Suzuki and Rei Kawakami and Kuniaki Uto and Koichi Shinoda},
  title = {Smooth Transfer Learning for Source-to-Target Generalization},
  booktitle = {Proc. NeurIPS 2021 Workshop on Distribution Shifts: Connecting Methods and Applications},
  year = 2021,
}

@inproceedings{CTT100890851,
  author = {Nakamasa Inoue and Ryota Yamada and Rei Kawakami and Ikuro Sato},
  title = {Disentangling Latent Groups of Factors},
  booktitle = {Proc. 2021 IEEE International Conference on Image Processing (ICIP)},
  year = 2021,
}

@inproceedings{CTT100883983,
  author = {Ikuro Sato and Guoqing Liu and Kohta Ishikawa and Teppei Suzuki and Masayuki Tanaka},
  title = {Does end-to-end trained deep model always perform better than non-end-to-end counterpart?},
  booktitle = {},
  year = 2021,
}

@inproceedings{CTT100827595,
  author = {Teppei Suzuki and Ikuro Sato},
  title = {Adversarial Transformations for Semi-Supervised Learning.},
  booktitle = {AAAI},
  year = 2020,
}

@inproceedings{CTT100827869,
  author = {Mikihiro Tanaka and Takayuki Itamochi and Kenichi Narioka and Ikuro Sato and Yoshitaka Ushiku and Tatsuya Harada},
  title = {Generating easy-to-understand referring expressions for target identifications},
  booktitle = {Proceedings of the IEEE International Conference on Computer Vision},
  year = 2019,
}

@inproceedings{CTT100827593,
  author = {Ikuro Sato and Guoqing Liu and Kohta Ishikawa and Masayuki Tanaka},
  title = {Breaking Inter-Layer Co-Adaptation by Classifier Anonymization},
  booktitle = {Proceedings of the 36th International Conference on Machine Learning},
  year = 2019,
}

@inproceedings{CTT100827592,
  author = {Tepei Suzuki and Ikuro Sato},
  title = {A New Way of Estimating Distances to Foregoing Vehicles from a Monocular Camera with Error Modeling},
  booktitle = {2019 IEEE Intelligent Vehicles Symposium (IV)},
  year = 2019,
}

@inproceedings{CTT100827607,
  author = {Ikuro Sato and Liu Guoqing},
  title = {Learning-Based Multiple-Path Prediction for Early Warning},
  booktitle = {2018 IEEE Intelligent Vehicles Symposium (IV)},
  year = 2018,
}

@inproceedings{CTT100829961,
  author = {Ikuro Sato and Ryo Fujisaki and Yosuke Oyama and Akihiro Nomura and Satoshi Matsuoka},
  title = {Asynchronous, data-parallel deep convolutional neural network training with linear prediction model for parameter transition},
  booktitle = {International Conference on Neural Information Processing},
  year = 2017,
}

@inproceedings{CTT100827603,
  author = {Ryuji Kamiya and Takayoshi Yamashita and Mitsuru Ambai and Ikuro Sato and Yuji Yamauchi and Hironobu Fujiyoshi},
  title = {Binary-decomposed DCNN for accelerating computation and compressing model without retraining},
  booktitle = {Proceedings of the IEEE International Conference on Computer Vision Workshops},
  year = 2017,
}

@inproceedings{CTT100827605,
  author = {Yusuke Sekikawa and Koichiro Suzuki and Yuichi Yoshida and Kosuke Hara and Ikuro Sato},
  title = {Fast Eigen Matching.},
  booktitle = {BMVC},
  year = 2016,
}

@inproceedings{CTT100827613,
  author = {Yuji Yamauchi and Mitsuru Ambai and Ikuro Sato and Yuichi Yoshida and Hironobu Fujiyoshi and Takayoshi Yamashita},
  title = {Asymmetric feature representation for object recognition in client server system},
  booktitle = {Asian Conference on Computer Vision},
  year = 2014,
}

@inproceedings{CTT100827615,
  author = {Mitsuru Ambai and Ikuro Sato},
  title = {SPADE: scalar product accelerator by integer decomposition for object detection},
  booktitle = {European Conference on Computer Vision},
  year = 2014,
}

@inproceedings{CTT100827629,
  author = {Ikuro Sato and Hideki Niihara},
  title = {Beyond pedestrian detection: Deep neural networks level-up automotive safety},
  booktitle = {GPU Technology Conference},
  year = 2014,
}

@inproceedings{CTT100827640,
  author = {Ikuro Sato and Chiharu Yamano and Hirohiko Yanagawa},
  title = {Crossing obstacle detection with a vehicle-mounted camera},
  booktitle = {2011 IEEE Intelligent Vehicles Symposium (IV)},
  year = 2011,
}

@misc{CTT100886508,
  author = {Ikuro Sato and Pablo Alberto Cervantes Baque and Koichi Shinoda},
  title = {情報処理装置、情報処理方法およびプログラム},
  howpublished = {PublishedPatent},
  year = 2022,
  month  = {},
  note   = {特願2021-082514(2021/05/14), 特開2022-175810(2022/11/25)}
}