産総研人工知能研究センター国際シンポジウムClosed Workshop

Closed Workshop Program Detail

Cross-disciplinary knowledge-embedded AI: NLP (金星：Room Venus)

Moderators: Dr. Hiroya TAKAMURA and Prof. Makoto MIWA 13:30-14:00. NLP in FinTech Applications
        Dr. Chung-Chi Chen (AIRC)
14:00-14:30. Enhancing Causality Detection with an External Cause-Effect Knowledge Graph.
        Dr. Ziwei Xu (AIRC)
14:30-15:00. Live Commentary Generation.
        Dr. Edison Marrese-Taylor (AIRC)
15:00-15:30. Pre-trained Language Models for Non-autoregressive Sequence-to-Sequence Decoding.
        Dr. Matiss Rikters (AIRC)

Cross-disciplinary knowledge-embedded AI：Digital Human (金星：Room Venus)

Moderators: Dr. Mitsunori TADA and Dr. Natsuki MIYATA 16:00-16:15. Introduction: Digital human technologies for human-centered CPS
        Dr. Mitsunori Tada (AIRC) and Dr. Natsuki Miyata (AIRC)
16:15-16:45. Invited talk: Human-robot interaction: data-science innovation for technological disruption
        Prof. Luis Alberto Muñoz Ubando (Tecnológico de Monterrey, Mexico)
16:45-17:15. Research talk 1: Building digital twins for human-robot interaction using games engines, a human-centered perspective
        Dr. Enrique Coronado (ICPS)
17:15-17:45. Research talk 2: Human digital twin and its application to human-robot collaboration
        Dr. Tsubasa Maruyama (AIRC)
17:45-18:00. General discussions

Visual Scene Understanding (水星：Room Mercury)

Moderators: Dr. Ryusuke SAGAWA 13:30-14:30. (Remote) Learning to See the Physical World
        Prof. Jiajun Wu (Stanford University, USA)
14:30-15:00. Scene Change Recognition and Description
        Dr. Qiu Yue (AIRC)
15:00-15:30. Scene understanding for navigation
        Dr. Yusuke Yoshiyasu (AIRC)

Multimodal Signal Processing (水星：Room Mercury)

Moderators: Dr. Jun OGATA and Dr. Akira SASOU 16:00-17:00 (Remote) Data-Efficient Training of Vision Transformer
Dr. Boqing Gong (Google, USA)
17:00-18:00 (Remote) Do Vision-Language Pretrained Models Learn Spatiotemporal Primitive Concepts?
Prof. Chen Sun (Brown University, USA)

GeoAI (火星：Room Mars)

Moderators: Dr. Akiyoshi Matono and Dr. Masaki Onishi 13:30-14:00. Development of 3D Indoor Spatial Information Ecosystem with AI Technique
        Dr. Taehoon Kim (AIRC)
14:00-14:30. Distributed, Scalable and Real-time Processing of Spatial Data Streams
        Dr. Salman Shaikh (AIRC)
14:30-15:00. LiDAR Human Segmentation with Automatic Training Data Generation
        Dr. Wonjik Kim (AIRC)
15:00-15:30. Spatial Acoustic Scene Analysis Based on Deep Bayesian Signal Processing
        Dr. Yoshiaki Bando (AIRC)

Privacy-preserving Machine Learning (火星：Room Mars)

Moderators: Dr. Masahiro MURAKAWA and Dr. Kyoungsook KIM 16:00-17:00. Panel Session
        Prof. Cyrus SHAHABI (University of Southern California, USA)
        Prof. Yang CAO (Hokkaido University, Japan)
        Dr. Ravi K. MADDURI (Argonne National Laboratory, USA)
        Dr. Takahiro Matsuda (CPSEC)
        Dr. Jacob Schuldt (CPSEC)
        Dr. Masahiro Murakawa (AIRC): moderator
17:00-17:30. Discussion: challenges and directions
17:30-18:00. Wrap-up

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