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1. Polos: Multimodal Metric Learning from Human Feedback for Image Captioning

2. Learning-To-Rank Approach for Identifying Everyday Objects Using a Physical-World Search Engine

3. DialMAT: Dialogue-Enabled Transformer with Moment-Based Adversarial Training

4. Fully Automated Task Management for Generation, Execution, and Evaluation: A Framework for Fetch-and-Carry Tasks with Natural Language Instructions in Continuous Space

5. JaSPICE: Automatic Evaluation Metric Using Predicate-Argument Structures for Image Captioning Models

6. Multimodal Diffusion Segmentation Model for Object Segmentation from Manipulation Instructions

7. Switching Head-Tail Funnel UNITER for Dual Referring Expression Comprehension with Fetch-and-Carry Tasks

8. Prototypical Contrastive Transfer Learning for Multimodal Language Understanding

9. Action Q-Transformer: Visual Explanation in Deep Reinforcement Learning with Encoder-Decoder Model using Action Query

13. Visual Explanation of Deep Q-Network for Robot Navigation by Fine-tuning Attention Branch

18. LatteGAN: Visually Guided Language Attention for Multi-Turn Text-Conditioned Image Manipulation

19. Operational solar flare prediction model using Deep Flare Net

20. Target-dependent UNITER: A Transformer-Based Multimodal Language Comprehension Model for Domestic Service Robots

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