← Search

Mengying Xie

3 accepted papers

2025

Explicitly Guided Difficulty-Controllable Visual Question Generation

AAAI 2025technical

Visual question generation (VQG) aims to generate questions from images automatically. While existing studies primarily focus on the quality of generated questions, such as fluency and relevance, the difficulty of the questions is also a crucial factor in assessing their quality. Question difficulty…

Cited by 0SourcePDFScholar
2025

OVA-Fields: Weakly Supervised Open-Vocabulary Affordance Fields for Robot Operational Part Detection

ICCV 2025poster

In recent years, affordance detection has become essential for robotic manipulation in real-world scenes, where robots must autonomously interpret commands and perform actions. Current methods often focus on individual point cloud objects or simple semantic queries, limiting their effectiveness in d…

Cited by 0SourcePDFScholar
2025

SKE-Layout: Spatial Knowledge Enhanced Layout Generation with LLMs

CVPR 2025poster

Generating layouts from textual descriptions by large language models (LLMs) plays a crucial role in precise spatial reasoning-induced domains such as robotic object rearrangement and text-to-image generation. However, current methods face challenges in limited real-world examples, handling diverse…

Cited by 0SourcePDFScholar