2 papers
cs.CV2026
Memory-Augmented Multimodal Large Language Models for Small Object Understanding in Streaming Aerial Videos
Penglei Sun, Yehua Huang, Zhuoli Tao +8
Language-guided aerial perception aims to understand user-specified tiny targets in complex unmanned aerial vehicle (UAV) scenes. In real UAV deployment, the UAV must respond while…
cs.SE2026
Context Matters: Improving the Practical Reliability of LLM-Based Unit Test Generation
Junjie Chen, Ziqi Wang, Lin Yang +6
Automated unit test generation has recently benefited from advances in large language models (LLMs), yet our industrial deployments reveal a persistent gap between promising resear…