"Yanhao Bao,Tatsukichi Shibuya,Ikuro Sato,Rei Kawakami,Nakamasa Inoue","Efficient Target Propagation by Deriving Analytical Solution","The 38th Annual AAAI Conference on Artificial Intelligence","Proc. AAAI2024",,,,,2024,Feb.
"Tatsukichi Shibuya,Nakamasa Inoue,Rei Kawakami,Ikuro Sato","二値重み空間でのBinary Neural Networksの学習","画像の認識・理解シンポジウムMIRU2023","MIRU2023 Extended Abstract集","Information Processing Society of Japan",,,,2023,July
"Tamotsu Kurioka,鈴木 哲平,Rei Kawakami,Ikuro Sato","Teach the way to deform:教師モデルが持つ不変性の転移","画像の認識・理解シンポジウムMIRU2023","MIRU2023 Extended Abstract集","Information Processing Society of Japan",,,,2023,July
"Riyo Isobe,Rei Kawakami,Ikuro Sato","回帰器と生成器の協調による視線角度推論","画像の認識・理解シンポジウムMIRU2023","MIRU2023 Extended Abstract集","Information Processing Society of Japan",,,,2023,July
"Masahiro Kada,吉橋 亮太,Rei Kawakami,Satoshi Ikehata,Ikuro Sato","対照学習に基づく Mixture of Experts の経路表現学習","画像の認識・理解シンポジウムMIRU2023","MIRU2023 Extended Abstract集","Information Processing Society of Japan",,,,2023,July
"Masahiro Kada,?Ryota Yoshihashi,?Rei Kawakami,Satoshi Ikehata,Ikuro Sato","Path Representation Learning of Mixture of Experts Based on Contrastive Learning","Seventh International Workshop on Symbolic-Neural Learning (SNL2023)","Proc. SNL2023",,,,,2023,June
"Tomoya Takahashi,Shingo Yashima,Kohta Ishikawa,Ikuro Sato,Rio Yokota","Pixel-level Contrastive Learning of Driving Videos with Optical Flow","CVPR workshop 2023","Proc. CVPR workshop 2023","IEEE",,,,2023,June
"Mila - Quebec AI Institute,Universit? de Montr?al,Independent Researcher,University of Tsukuba,Rio Yokota,Kohta Ishikawa,Ikuro Sato,Ioannis Mitliagkas","Empirical Study on Optimizer Selectionfor Out-of-Distribution GeneralizationAbstract",,"Transactions on Machine Learning Research",,,,,2023,June
"Wenru Zheng,Ryota Yoshihashi,Rei Kawakami,Ikuro Sato,Asako Kanezaki","Multi Event Localization by Audio-Visual Fusion with Omnidirectional Camera and Microphone Array","6th CVPR Workshop on Multimodal Learning and Applications (MULA),",,,,,,2023,June
"J.R. Liang,S. Gongyo,M. Ambai,R. Kawakami,I. Sato","Learning Non-Uniform Step-Sizes for Neural Network Quantization","Seventh International Workshop on Symbolic-Neural Learning (SNL2023)","Proc.SNL2023",,,,,2023,June
"Toshihiro Ota,Ikuro Sato,Rei Kawakami,Masayuki Tanaka,Nakamasa Inoue","Learning with Partial Forgetting in Modern Hopfield Networks","The 26th International Conference on Artificial Intelligence and Statistics","Proceedings of The 26th International Conference on Artificial Intelligence and Statistics",,,,,2023,Apr.
"Yuzhe Hao,Kuniaki Uto,Asako Kanezaki,Ikuro Sato,Rei Kawakami,Koichi Shinoda","EvIs-Kitchen: Egocentric Human Activities Recognition with Video and Inertial Sensor data","29TH INTERNATIONAL CONFERENCE ON MULTIMEDIA MODELING (MMM)","Proc. International Conference on MULTIMEDIA MODELING","Springer Nature",,,"pp. 373?384",2023,Mar.
"Tatsukichi Shibuya,Nakamasa Inoue,Rei Kawakami,Ikuro Sato","Fixed-Weight Difference Target Propagation","the 37th AAAI Conference on Artificial Intelligence","Proceedings of the AAAI Conference on Artificial Intelligence",,"vol. 37","no. 8","pp. 9811-9819",2023,Feb.
"Aoyu Li,Ikuro Sato,Kohta Ishikawa,Rei Kawakami,Rio Yokota","Informative Sample-Aware Proxy for Deep Metric Learning","ACM MM Asia 2022",,,,,,2022,Dec.
"緒方貴紀,Masayuki Tanaka,Ikuro Sato","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","第25回情報論的学習理論ワークショップ（IBIS2022）","第25回情報論的学習理論ワークショップ（IBIS2022）",,,,,2022,Nov.
"Hiroki Naganuma,Kartik Ahuja,Ioannis Mitliagkas,Shiro Takagi,Tetsuya Motokawa,Rio Yokota,Kohta Ishikawa,Ikuro Sato","Empirical Study on Optimizer Selection for Out-of-Distribution Generalization","NeurIPS 2022 Workshop on Distribution Shift","Proc. NeurIPS 2022",,,,,2022,Nov.
"Hiroaki Igarashi,Kenichi Yoneji,Kohta Ishikawa,Rei Kawakami,Teppei Suzuki,Shingo Yashima,Ikuro Sato","Multi-task Curriculum Learning based on Gradient Similarity","The 33rd British Machine Vision Conference","Proc. BMVC?2022",,,,,2022,Nov.
"Pablo Cervantes,Yusuke Sekikawa,Ikuro Sato,Koichi Shinoda","Implicit Neural Representations for Variable Length Human Motion Generation","European Conference on Computer Vision 2022","Proc. European Conference on Computer Vision (ECCV), Lecture Notes in Computer Science","Springer, Cham","Vol. 13677",,"pp. 356?372",2022,Oct.
"Tatsukichi Shibuya,Ikuro Sato,Rei Kawakami,Nakamasa Inoue","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","第25回 画像の認識・理解シンポジウム (MIRU2022)","MIRUブックレット",,,,,2022,July
"Tsubasa Kitayama,Rei Kawakami,Ikuro Sato,吉橋亮太,Asako Kanezaki","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","第25回 画像の認識・理解シンポジウム (MIRU2022)","MIRUブックレット",,,,,2022,July
"Ryota Yamada,Ikuro Sato,Masayuki Tanaka,Nakamasa Inoue,Rei Kawakami","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","第25回画像の認識・理解シンポジウム (MIRU2022)","第25回画像の認識・理解シンポジウム (MIRU2022)",,,,"pp. OL2A-2-1-8",2022,July
"Toshihiro Ota,Ikuro Sato,Rei Kawakami,Masayuki Tanaka,Nakamasa Inoue","Learning with Partial Forgetting in Modern Hopfield Networks","第25回画像の認識・理解シンポジウム (MIRU2022)","第25回画像の認識・理解シンポジウム (MIRU2022)",,,,,2022,July
"Aoyu Li,Ikuro Sato,石川康太,Rei Kawakami,Rio Yokota","Informative Sample-Aware Proxy for Deep Metric Learning","第25回 画像の認識・理解シンポジウム (MIRU2022)","MIRUブックレット",,,,,2022,July
"Jinrong. R. Liang,Shinya Gongyo,Mitsuru Ambai,Rei Kawakami,Ikuro Sato","Learning of Non-Uniform Step-Sizes for Neural Network Quantization","第25回 画像の認識・理解シンポジウム (MIRU2022)",,,,,,2022,July
"Tamotsu Kurioka,鈴木哲平,Rei Kawakami,Ikuro Sato","複数教師モデルを用いたデータ拡張最適化手法の検討","第25回 画像の認識・理解シンポジウム (MIRU2022)","MIRUブックレット",,,,,2022,July
"Tomoya Takahashi,八嶋晋吾,石川康太,Ikuro Sato,Rio Yokota","走行動画の大規模自己教師あり学習の検討と計画","第25回 画像の認識・理解シンポジウム (MIRU2022)","MIRUブックレット",,,,,2022,July
"Wenru Zheng,Rei Kawakami,Ikuro Sato,Ryota Yoshihashi,Asako Kanezaki","Event Recognition by Audio-Visual Fusion with Omnidirectional Camera and Microphone Array","第25回 画像の認識・理解シンポジウム (MIRU2022)","MIRUブックレット",,,,,2022,July
"Ikuro Sato,Ryota Yamada,Masayuki Tanaka,Nakamasa Inoue,Rei Kawakami","PoF: Post-Training of Feature Extractor for Improving Generalization","International Conference on Machine Learning (ICML)","International Conference on Machine Learning (ICML)","International Conference on Machine Learning (ICML)",,,,2022,June
"Shingo Yashima,Teppei Suzuki,Kohta Ishikawa,Ikuro Sato,Rei Kawakami","Feature Space Particle Inference for Neural Network Ensembles","ICML2022","Proc. The Thirty-ninth International Conference on Machine Learning",,,,,2022,June
"CHEN Mark,Rei Kawakami,Ikuro Sato,苗村健","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","CVIM2022",,"情報処理学会","Vol. 2022",,,2022,Jan.
"Keita Takayama,Ikuro Sato,Teppei Suzuki,Rei Kawakami,Kuniaki Uto,Koichi Shinoda","Smooth Transfer Learning for Source-to-Target Generalization","NeurIPS 2021 Workshop on Distribution Shifts: Connecting Methods and Applications","Proc. NeurIPS 2021 Workshop on Distribution Shifts: Connecting Methods and Applications",,,,,2021,Dec.
"Nakamasa Inoue,Ryota Yamada,Rei Kawakami,Ikuro Sato","Disentangling Latent Groups of Factors","2021 IEEE International Conference on Image Processing","Proc. 2021 IEEE International Conference on Image Processing (ICIP)","IEEE",,,,2021,Sept.
"Ikuro Sato,Guoqing Liu,Kohta Ishikawa,Teppei Suzuki,Masayuki Tanaka","Does end-to-end trained deep model always perform better than non-end-to-end counterpart?","Image Processing: Algorithms and Systems XIX, Electronic Imaging",,,,,,2021,Jan.
"Teppei Suzuki,Ikuro Sato","Adversarial Transformations for Semi-Supervised Learning.",,"AAAI",,,,"pp. 5916-5923",2020,June
"Mikihiro Tanaka,Takayuki Itamochi,Kenichi Narioka,Ikuro Sato,Yoshitaka Ushiku,Tatsuya Harada","Generating easy-to-understand referring expressions for target identifications",,"Proceedings of the IEEE International Conference on Computer Vision",,,,"pp. 5794-5803",2019,Oct.
"Tepei Suzuki,Ikuro Sato","A New Way of Estimating Distances to Foregoing Vehicles from a Monocular Camera with Error Modeling",,"2019 IEEE Intelligent Vehicles Symposium (IV)",,,,"pp. 2208-2214",2019,June
"Ikuro Sato,Guoqing Liu,Kohta Ishikawa,Masayuki Tanaka","Breaking Inter-Layer Co-Adaptation by Classifier Anonymization",,"Proceedings of the 36th International Conference on Machine Learning",,,"No. 97","pp. 5619-5627",2019,June
"Ikuro Sato,Liu Guoqing","Learning-Based Multiple-Path Prediction for Early Warning",,"2018 IEEE Intelligent Vehicles Symposium (IV)",,,,"pp. 916-921",2018,June
"Kent Fujiwara,Ikuro Sato,Mitsuru Ambai,Yuichi Yoshida,Yoshiaki Sakakura","Canonical and compact point cloud representation for shape classification","arXiv:1809.04820","arXiv preprint arXiv:1809.04820",,,,,2018,
"Ikuro Sato,Ryo Fujisaki,Yosuke Oyama,Akihiro Nomura,Satoshi Matsuoka","Asynchronous, data-parallel deep convolutional neural network training with linear prediction model for parameter transition","The 24th International Conference On Neural Information Processing (ICONIP 2017)","International Conference on Neural Information Processing",,"volume 10635",,"pp. 305-314",2017,Nov.
"Ryuji Kamiya,Takayoshi Yamashita,Mitsuru Ambai,Ikuro Sato,Yuji Yamauchi,Hironobu Fujiyoshi","Binary-decomposed DCNN for accelerating computation and compressing model without retraining",,"Proceedings of the IEEE International Conference on Computer Vision Workshops",,,,"pp. 1095-1102",2017,Oct.
"Yusuke Sekikawa,Koichiro Suzuki,Yuichi Yoshida,Kosuke Hara,Ikuro Sato","Fast Eigen Matching.",,"BMVC",,,,,2016,Sept.
"Ikuro Sato,Hiroki Nishimura,Kensuke Yokoi","Apac: Augmented pattern classification with neural networks",,"arXiv preprint arXiv:1505.03229",,,,,2015,May
"Kohta Ishikawa,Ikuro Sato,Mitsuru Ambai","Pairwise Rotation Hashing for High-dimensional Features",,"arXiv preprint arXiv:1501.07422",,,,,2015,Jan.
"Yuji Yamauchi,Mitsuru Ambai,Ikuro Sato,Yuichi Yoshida,Hironobu Fujiyoshi,Takayoshi Yamashita","Asymmetric feature representation for object recognition in client server system",,"Asian Conference on Computer Vision",,,,"pp. 598-612",2014,Nov.
"Mitsuru Ambai,Ikuro Sato","SPADE: scalar product accelerator by integer decomposition for object detection",,"European Conference on Computer Vision",,,,"pp. 267-281",2014,Sept.
"Ikuro Sato,Hideki Niihara","Beyond pedestrian detection: Deep neural networks level-up automotive safety",,"GPU Technology Conference",,,,,2014,Mar.
"Ikuro Sato,Mitsuru Ambai,Koichiro Suzuki","Sparse isotropic hashing",,"Information and Media Technologies",,"Vol. 8","No. 4","pp. 1031-1035",2013,Aug.
"Ikuro Sato,Chiharu Yamano,Hirohiko Yanagawa","Crossing obstacle detection with a vehicle-mounted camera",,"2011 IEEE Intelligent Vehicles Symposium (IV)",,,,"pp. 60-65",2011,June