MULEA 2019: The 1st International Workshop on Multimodal Understanding and Learning for Embodied Applications Nice Acropolis Convention Centre Nice, France, October 21-25, 2019 |
Conference website | https://sites.google.com/view/mulea2019/home |
Submission link | https://easychair.org/conferences/?conf=mulea2019 |
Abstract registration deadline | July 15, 2019 |
Submission deadline | July 15, 2019 |
The 1st International Workshop on Multimodal Understanding and Learning for Embodied Applications (MULEA 2019) brings together researchers from academia and industry to share and discuss the latest advancements in embodied applications.
The MULEA 2019 Workshop will be held in conjunction with the 2019 ACM Multimedia Conference, in Nice, France, from 2019/10/21 through 2019/10/25. The focus of this workshop is on the embodied applications, covering many of the “fashionable” applications in AI, such as robotics, autonomous driving, multimodal chatbots, and simulated games.
Submission Guidelines
All papers should be submitted via the EasyChair system at : https://easychair.org/conferences/?conf=mulea2019
We solicit three types of submissions: regular workshop papers, extended abstracts, and cross-submissions.
- Regular Workshop Papers are submissions of 4 to 8 pages (with unlimited pages for references). These regular submissions should report substantially original research. They will be reviewed in a double-blind manner (so the submissions should be anonymized appropriately) and the accepted papers will be presented in oral and as posters. All accepted regular workshop papers will appear in the workshop proceedings .
- Extended Abstracts/Demos are submissions of 2 pages (with unlimited pages for references). These submissions should report late-breaking research results. They will be reviewed in a double-blind manner (so the submissions should be anonymized appropriately) and the accepted abstracts/demos will be presented as posters. All accepted Extended Abstracts/Demos will appear in the workshop proceedings.
- Cross-Submission Papers To expand the breadth and diversity of this inter-disciplinary workshop, we also encourage papers that have already been published elsewhere (e.g., at robotics conferences or workshops). These papers will be presented as posters, but will not be included in the proceedings. Please indicate the original venue of the paper when submitting to the submission website.
List of Topics
- Multimodal Context Recognition and Understanding
- Activity Analysis
- 3D environment modeling and understanding
- Contextual Knowledge Representation
- Knowledge Graph
- Scene Graph Generation and Inference
- Grounded Knowledge Representations
- Deep Learning Models for Knowledge Representation
- Knowledge Acquisition by Exploration of Environment
- Goal-Driven Knowledge Representation and Reasoning
- Multimodal knowledge representation, fusion, and embedding
- Grounded Reinforcement Learning
- Embodied Question Answering
- Tasked-Oriented Policy Learning
- Navigation Planning
- Combined Long- and Short-term Plan Optimization
- Grounded Question Answering
- Aligning Language to Situated Actions
- Language Generation for Embodied Tasks
- Grounded Interactive Dialogue
- Simulated and Real-World Situations
- Robotics Applications
- Multimodal Chatbots and Personal Assistants
- Games and Simulated Environment
- New Datasets for Embodied Learning
- Better Evaluation Metrics for Goal-Driven Embodied Learning
- Brave new ideas / extraordinary multimodal solutions
Committees
Organizing committee
- Jiang (John) Gao, Samsung Research America, AI Center.
- Jia-Yu (Tim) Pan, Google Inc.
Venue
The MULEA 2019 Workshop will be held in conjunction with the 2019 ACM Multimedia Conference, in Nice, France, from 2019/10/21 through 2019/10/25.
Contact
All questions about the workshop and the submissions should be emailed to "gao.new" or "jiayu.pan" AT gmail.com.