Publications

Adversarial Deep Hedging: Learning to Hedge without Price Process Modeling

ICAIF 2023

Machine Learning / Deep Learning

By : Masanori Hirano, Kentaro Minami, Kentaro Imajo

B2T Connection: Serving Stability and Performance in Deep Transformers

Findings of ACL 2023

Natural Language Processing / Speech Processing

By : Sho Takase, Shun Kiyono, Sosuke Kobayashi, Jun Suzuki

Pen+Touch+Midair: Cross-Space Hybrid Bimanual Interaction on Horizontal Surfaces in Virtual Reality

Human Computer Interaction (HCI)/ Human Robot Interaction (HRI)

By : Fabrice Matulic, Daniel Vogel

Interactive Generation of Image Variations for Copy-Paste Data Augmentation

Human Computer Interaction (HCI)/ Human Robot Interaction (HRI)

By : Keita Higuchi, Taiyo Mizuhashi, Fabrice Matulic, Takeo Igarashi

Above-Screen Fingertip Tracking with a Phone in Virtual Reality

Human Computer Interaction (HCI)/ Human Robot Interaction (HRI)

By : Fabrice Matulic, Taiga Kashima, Deniz Beker, Daichi Suzuo, Hiroshi Fujiwara, Daniel Vogel

Phone Sleight of Hand: Finger-Based Dexterous Gestures for Physical Interaction with Mobile Phones

Human Computer Interaction (HCI)/ Human Robot Interaction (HRI)

By : Yen-Ting Yeh, Fabrice Matulic, Daniel Vogel

Learning-based Collision-free Planning on Arbitrary Optimization Criteria in the Latent Space through cGANs

Advanced Robotics 2023

Machine Learning / Deep Learning

Robotics

By : Tomoki Ando, Hiroto Iino, Hiroki Mori, Ryota Torishima, Kuniyuki Takahashi, Shoichiro Yamaguchi, Daisuke Okanohara, Tetsuya Ogata

Unsupervised Learning of Equivariant Structure from Sequence

NeurIPS 2022

Machine Learning / Deep Learning

By : Takeru Miyato, Masanori Koyama, Kenji Fukumizu

Goal-Image Conditioned Dynamic Cable Manipulation through Bayesian Inference and Multi-Objective Black-Box Optimization

ICRA 2023

Robotics

By : Kuniyuki Takahashi, Tadahiro Taniguchi

Multi-View Neural Surface Reconstruction with Structured Light

Computer Vision

By : Chunyu Li, Taisuke Hashimoto, Eiichi Matsumoto, Hiroharu Kato

F1 Hand: A Versatile Fixed-Finger Gripper for Delicate Teleoperation and Autonomous Grasping

IEEE Robotics and Automation Letters (RA-L) with IROS2022

Robotics

By : Guilherme Maeda, Naoki Fukaya, Shin-ichi Maeda

The Development of a Skin Cancer Classification System for Pigmented Skin Lesions Using Deep Learning

Biomolecules 2020 (selected for 2022 Best Paper Award)

Bioinformatics / Healthcare

By : Shunichi Jinnai, Naoya Yamazaki, Yuichiro Hirano, Yohei Sugawara, Yuichiro Ohe, Ryuji Hamamoto