@article{CTT100918319, author = {Yuzhe Hao and Asako Kanezaki and Ikuro Sato and Rei Kawakami and Koichi Shinoda}, title = {Egocentric Human Activities Recognition With Multimodal Interaction Sensing}, journal = {IEEE Sensors Journal}, year = 2024, } @article{CTT100895884, author = {Ichiro Daigo and Ken Murakami and Keijiro Tajima and Rei Kawakami}, title = {Thickness Classifier on Steel in Heavy Melting Scrap by Deep-learning-based Image Analysis}, journal = {ISIJ International}, year = 2023, } @article{CTT100895748, author = {Hirotaka Ieki and Kaoru Ito and Mike Saji and Rei Kawakami and Yuji Nagatomo and Kaori Takada and Toshiya Kariyasu and Haruhiko Machida and Satoshi Koyama and Hiroki Yoshida and Ryo Kurosawa and Hiroshi Matsunaga and Kazuo Miyazawa and Kouichi Ozaki and Yoshihiro Onouchi and Susumu Katsushika and Ryo Matsuoka and Hiroki Shinohara and Toshihiro Yamaguchi and Satoshi Kodera and Yasutomi Higashikuni and Katsuhito Fujiu and Hiroshi Akazawa and Nobuo Iguchi and Mitsuaki Isobe and Tsutomu Yoshikawa and Issei Komuro}, title = {Deep learning-based age estimation from chest X-rays indicates cardiovascular prognosis}, journal = {Communications Medicine}, year = 2022, } @inproceedings{CTT100925548, author = {冨田真央 and 佐藤育郎 and 川上玲 and 井上中順 and 池畑諭 and 田中正行}, title = {深層ネットワークのランダム層選択による転移学習}, booktitle = {第27回画像の認識・理解シンポジウム(MIRU2024)}, year = 2024, } @inproceedings{CTT100925533, author = {渡邉拓海 and 川上玲 and 田中正行 and 奥富正敏}, title = {複数のトーンマッピングを利用したHDR画像のための物体検出手法}, booktitle = {第27回画像の認識・理解シンポジウム(MIRU2024)}, year = 2024, } @inproceedings{CTT100925550, author = {Ryo Moriai and Nakamasa Inoue and Masayuki Tanaka and Rei Kawakami and Satoshi Ikehata and Ikuro Sato}, title = {Distribution-Aware State Update Rule for Modern Hopfield Networks}, booktitle = {Eighth International Workshop on Symbolic-Neural Learning (SNL2024)}, year = 2024, } @inproceedings{CTT100916372, author = {小島瑞貴 and 川上玲 and 奥富正敏}, title = {意味的および幾何的整合性による少数画像からの任意視点画像生成}, booktitle = {電子情報通信学会 総合大会}, year = 2024, } @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{CTT100909232, author = {Yanshuo Lu and Masayuki Tanaka and Rei Kawakami and Masatoshi Okutomi}, title = {Local Brightness Normalization for Image Classification and Object Detection Robust to Illumination Changes}, booktitle = {Pacific-Rim Symposium on Image and Video Technology (PSIVT2023)}, year = 2023, } @inproceedings{CTT100918315, author = {Lei Xu and Rei Kawakami and Nakamasa Inoue}, title = {Scale-space Tokenization for Improving the Robustness of Vision Transformers}, booktitle = {Proc. ACM Multimedia}, year = 2023, } @inproceedings{CTT100916892, 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 = {FIT2023 第22会情報科学技術フォーラム、トップコンファレンスセッション}, year = 2023, } @inproceedings{CTT100916849, 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 = {FIT2023 第22会情報科学技術フォーラム、トップコンファレンスセッション}, year = 2023, } @inproceedings{CTT100900932, author = {磯部 凌 and 川上 玲 and 佐藤 育郎}, 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{CTT100900934, author = {澁谷 辰吉 and 井上中順 and 川上 玲 and 佐藤育郎}, title = {二値重み空間でのBinary Neural Networksの学習}, booktitle = {MIRU2023 Extended Abstract集}, year = 2023, } @inproceedings{CTT100900933, author = {栗岡 保 and 鈴木 哲平 and 川上 玲 and 佐藤 育郎}, 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{CTT100900931, author = {加太 将弘 and 吉橋 亮太 and 川上 玲 and 池畑 諭 and 佐藤 育郎}, 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{CTT100918314, author = {Keita Goto and Shinta Otake and Rei Kawakami and Nakamasa Inoue}, title = {Step restriction for improving adversarial attacks}, booktitle = {Proc. IEEE ICASSP}, 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{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{CTT100918311, author = {Shinta Otake and Rei Kawakami and Nakamasa Inoue}, title = {Parameter efficient transfer learning for various speech processing tasks}, booktitle = {Proc. IEEE ICASSP}, 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{CTT100895747, author = {RYU TADOKORO and Kataoka Hirokatsu and 川上 玲 and 横田 理央 and 井上 中順}, title = {蒸留画像による事前学習効果についての検討}, booktitle = {講演論文集}, year = 2022, } @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{CTT100890857, author = {栗岡保 and 鈴木哲平 and 川上玲 and 佐藤育郎}, 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{CTT100890862, author = {北山翼 and 川上玲 and 佐藤育郎 and 吉橋亮太 and 金崎朝子}, 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{CTT100890859, author = {澁谷辰吉 and 佐藤育郎 and 川上玲 and 井上中順}, 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{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{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{CTT100884336, author = {Toshihiro Ota and 佐藤 育郎 and 川上 玲 and 田中 正行 and 井上 中順}, 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{CTT100883990, author = {山田陵太 and 佐藤育郎 and 田中正行 and 井上中順 and 川上玲}, 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{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{CTT100895745, author = {Y Honda and R Kawakami and R Yoshihashi and K Kato and T Naemura}, title = {Pass Receiver Prediction in Soccer using Video and Players’ Trajectories}, booktitle = {Proc. IEEE/CVF Conference on Computer Vision and Pattern Recognition}, 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{CTT100890852, author = {CHEN Mark and 川上玲 and 佐藤育郎 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, } @misc{CTT100917013, author = {佐藤育郎 and 太田 敏博 and 川上玲 and 井上中順 and 田中正行 and 石川 康太 }, title = {情報処理装置、情報処理方法およびプログラム}, howpublished = {公開特許}, year = 2024, month = {}, note = {特願2022-148317(2022/09/16), 特開2024-043241(2024/03/29)} }