9 papers
Hand Visibility Detector: Per-Keypoint Visibility Estimation for Hands
Ryosei Hara, Masashi Hatano, Rintaro Yanagi +3
Hand Pose Estimation (HPE) is a fundamental technology for various applications such as AR/VR and robotics. In these applications, the visibility of each hand joint in the image is…
AGE: Adaptive-masking for Graph Embedding in Graph Retrieval-Augmented Generation
Bao Long Nguyen Huu, Atsushi Hashimoto
GraphRAG is an extension of retrieval-augmented generation (RAG) that supports large language models (LLMs) by referring to graph-structured data as external knowledge. While this…
GAVEL: Grounded Caption Error Verification and Localization
Zixian Gao, Atsushi Hashimoto, Kuniaki Saito
Vision-language models (VLMs) often produce hallucinated or inconsistent outputs, where text and images are not properly aligned. Addressing this issue requires not only detecting…
SciPostLayoutTree: A Dataset for Structural Analysis of Scientific Posters
Shohei Tanaka, Atsushi Hashimoto, Yoshitaka Ushiku
Scientific posters play a vital role in academic communication by presenting ideas through visual summaries. Analyzing reading order and parent-child relations of posters is essent…
SciPostGen: Bridging the Gap between Scientific Papers and Poster Layouts
Shun Inadumi, Shohei Tanaka, Tosho Hirasawa +3
As the number of scientific papers continues to grow, there is a demand for approaches that can effectively convey research findings, with posters serving as a key medium for prese…
Towards Safer Mobile Agents: Scalable Generation and Evaluation of Diverse Scenarios for VLMs
Takara Taniguchi, Kuniaki Saito, Atsushi Hashimoto
Vision Language Models (VLMs) are increasingly deployed in autonomous vehicles and mobile systems, making it crucial to evaluate their ability to support safer decision-making in c…