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Seventh International Workshop on Symbolic-Neural Learning (SNL2023)
Workshop Overview
Day 1: June 28, 2023 (13:00-18:00): afternoon sessions, only; banquet in the evening
Day 2: June 29, 2023 (10:00-17:30): morning and afternoon sessions
Program
June 28 (Wednesday)
| 13:00-13:15 | Opening | ||
| 13:15-14:15 | Keynote talk I: | Heng Ji | Large Neural Models' Self-Learning Symbolic Knowledge |
| 14:15-14:45 | Invited talk I: | Yuta Nakarshima | Concept discovery from an image dataset: Toward image representation with an emergent language (slides) |
| 14:45-15:15 | Invited talk II: | Yusuke Mukuta | On training and application of equivariant neural networks (slides) |
| 15:15-15:30 | Break | ||
| 15:30-16:30 | Poster Session I | ||
| 16:30-17:00 | Invited talk III: | Naoto Inoue | Generative models for assisting graphic design (slides) |
| 17:00-18:00 | Keynote talk II: | Matthew Walter | Learning Better Ways to Measure and Move: Joint Optimization of an Agent's Physical Design and Computational Reasoning |
| 19:00-20:30 | Banquet |
June 29 (Thursday)
| 10:00-11:00 | Keynote talk III: | Angelica Lim | Multimodal Machine Learning for Robot Social Intelligence and Empathy (online presentation) |
| 11:00-12:00 | Keynote talk IV: | Albert Gu | Structured State Space Models for Deep Sequence Modeling (online presentation) |
| 12:00-13:30 | Lunch | Buffet at AIP Open Space | |
| 13:30-14:00 | Invited talk IV: | Masanao Ochi | Integration of Linguistic and Citation Information for Science Foresight |
| 14:00-14:30 | Invited talk V: | Ryo Ueda | On the Word Boundaries of Emergent Languages (slides) |
| 14:30-15:00 | Invited talk VI: | Katsuhiko Hayashi | Distributed representations of compositional structures (online presentation) (slides) |
| 15:00-15:15 | Break | ||
| 15:15-16:15 | Poster Session II | ||
| 16:15-16:45 | Invited talk VII: | Kazu Ghalamkari | Tensor Factorization Using Interaction Modeling |
| 16:45-17:15 | Invited talk VIII: | Go Irie | Seeing through Sounds: Visual Scene Understanding from Acoustic Signals (slides) |
| 17:15-17:30 | Closing |
Poster Presentations
Poster Session I (June 28, 15:30-16:30)
(P01) TDbasedUFE and TDbasedUFEadv: bioconductor packages to perform tensor decomposition based unsupervised feature extraction
Y-h. Taguchi (Chuo University)
(P03) Learning Non-Uniform Step-Sizes for Neural Network Quantization
Jinrong LIANG (Tokyo Institute of Technology), Shinya GONGYO (Denso IT Laboratory, Inc.), Mitsuru AMBAI (Denso IT Laboratory, Inc.), Rei KAWAKAMI (Tokyo Institute of Technology), Ikuro SATO (Tokyo Institute of Technology, Denso IT Laboratory, Inc.)
(P05) Question Disambiguation Using Eye-gaze Context
Shun Inadumi (NAIST / RIKEN GRP), Seiya Kawano (RIKEN GRP / NAIST), Akishige Yuguchi (TUS), Yasutomo Kawanishi (RIKEN GRP / NAIST), Koichiro Yoshino (RIKEN GRP / NAIST)
(P07) Bridging Humans, Robots, and Computers using NEP+ tools
Enrique Coronado (National Institute of Advanced Industrial Science and Technology), Natsuki Yamanobe (National Institute of Advanced Industrial Science and Technology), Gentiane Venture (University of Tokyo)
(P11) Toward Building Dialogue System that can Recall and Deepen Knowledge through Experience Kanta Watanabe (Nara Institute of Science and Technology / Guardian Robot Project, RIKEN) , Seiya Kawano (Guardian Robot Project, RIKEN / Nara Institute of Science and Technology), Akishige Yuguchi (Tokyo University of Science / Guardian Robot Project, RIKEN), Koichiro Yoshino (Guardian Robot Project, RIKEN / Nara Institute of Science and Technology)
(P13) Path Representation Learning of Mixture of Experts Based on Contrastive Learning
Masahiro Kada (Tokyo Institute of Technology), Ryota Yoshihashi (Tokyo Institute of Technology), Rei Kawakami (Tokyo Institute of Technology), Satoshi Ikehata (Tokyo Institute of Technology, NII), Ikuro Sato (Tokyo Institute of Technology, Denso IT Laboratory)
(P15) Reflective robot action selection for an ambiguous utterance using explicit commonsense reasoning
Konosuke Yamasaki (Nara Institute of Science and Technology/Guardian Robot Project, RIKEN), Shohei Tanaka (Nara Institute of Science and Technology/Guardian Robot Project, RIKEN), Seiya Kawano (Guardian Robot Project, RIKEN/Nara Institute of Science and Technology), Akishige Yuguchi (Tokyo University of Science/Guardian Robot Project, RIKEN), Koichiro Yoshino (Guardian Robot Project, RIKEN/Nara Institute of Science and Technology)
(P17) LPML: LLM-Prompting Markup Language for Mathematical Reasoning
Yamauchi Ryutaro (The University of Tokyo), Sonoda Sho (Center for Advanced Intelligence Project,RIKEN), Sannai Akiyoshi (Kyoto University), Kumagai Wataru (The University of Tokyo)
(P19) Enhancing Information Extraction in Polymer Science: Automated Named Entity Recognition, Relation Extraction, and Event Extraction
Van-Thuy Phi (RIKEN AIP), Yuji Matsumoto (RIKEN AIP)
(P21) Bayes meets Bernstein at the Meta Level: an Analysis of Fast Rates in Meta-Learning with PAC-Bayes
Charles Riou (The University of Tokyo and RIKEN Center for AIP), Pierre Alquier (ESSEC Business School in Singapore) and Badr-Eddine Cherief--Abdellatif (CNRS, LPSM in Sorbonne Universite and Universite Paris-Cite)
(P23) Persona updating and persona selection in persona dialogue systems
Kai Yoshida (Nara institute of science and technology),
Koichiro Yoshino (Guardian Robot Project, RIKEN),
Seitaro Shinagawa (Nara institute of science and technology),
Katsuhito Sudo (Nara institute of science and technology),
Satoshi Nakamura(Nara institute of science and technology)
Poster Session II (June 29, 15:15-16:15)
(P02) Explain to Me What Is Wrong With My Arguments: A Survey about Explanations in Argumentation
Camelia Guerraoui (Tohoku University, RIKEN, INSA Lyon), Paul Reisert (Beyond Reason), Keshav Singh (Tohoku University), Farjana Sultana Mim (Tohoku University), Naoya Inoue (JAIST, RIKEN), Shoichi Naito (Tohoku University, RIKEN, Ricoh Company, Ltd.), Whenzhi Wang (Tohoku University, RIKEN), Kentaro Inui (Tohoku University, RIKEN).
(P04) Differentiable SAT Solving by Graph Neural Networks and an Optimization-Based SAT Solver
Koji Watanabe (The Graduate University for Advanced Studies, National Institute of Informatics),
Taisuke Sato (National Institute of Informatics),
Ryosuke Kojima (Graduate School of Medicine, Kyoto University),
Mitsuhiro Odaka (The Graduate University for Advanced Studies, National Institute of Informatics),
Katsumi Inoue (The Graduate University for Advanced Studies, National Institute of Informatics)
(P06) Learning Depth Completion of Transparent Objects using Augmented Unpaired Dat
Floris Erich (AIST), Bruno Leme (University of Florida), Noriaki Ando (AIST), Ryo Hanai (AIST), Yukiyasu Domae (AIST)
(P08) Designing a "Forgetful" and "Expressive" Multi-store Memory System for a Cognitive Robot
Angel F. Garcia Contreras (RIKEN-GRP), Seiya Kawano (RIKEN-GRP), Yasutomo Kawanishi (RIKEN-GRP), Akishige Yuguchi (RIKEN-GRP and Tokyo University of Science), Koichiro Yoshino (RIKEN-GRP)
(P10) Compositionality and Disentanglement: A Categorical Perspective
Yivan Zhang (The University of Tokyo, RIKEN AIP), Masashi Sugiyama (RIKEN AIP, The University of Tokyo)
(P12) Annotator-dependent uncertainty-aware estimation of gait relative attributes
Allam Shehata (Osaka University), Yasushi Makihara (Osaka University), Daigo Muramatsu (Seikei University), Md Atiqur Rahman Ahad (University of East London), Yasushi Yagi (Osaka University)
(P14) End-to-End Relation Extraction with Entity-aware Sentence Representation
Shanshan LIU (Riken), Yuji Matsumoto (Riken)
(P16) Constructing statistical flavor compounds from recipe sharing site
Hiroshi Uehara (Statistical Science Program, SOKENDAI and Rissho University), Daichi Mochihashi (The Institute of Mathematical Statistics)
(P18) Referring to Training Examples from Each Transformer Layer for Relation Extraction
Kohei Makino (Toyota Technological Institute), Makoto Miwa (Toyota Technological Institute), Yutaka Sasaki (Toyota Technological Institute)
(P20) Text-Guided Object Detector for Multi-modal Video Question Answering
Ruoyue Shen (Tokyo Institute of Technology), Nakamasa Inoue (Tokyo Institute of Technology), Koichi Shinoda (Tokyo Institute of Technology)
(P22) Learned Causal Reasoning as Framework for AGI in Mobile Robotics
Robin Karlsson (Nagoya University)
(P09) Facial Expression Editing Using Landmarks
Kanade Sumino, Ikuhisa Mitsugami (Hiroshima City University), Ryusuke Sagawa (AIST)