换机械臂不重训，VLM同时看见鸭兔

从211篇论文中选出7篇

重点关注

Set-Based Transformer for Atmospheric Compensation in Standoff LWIR Hyperspectral Imaging score 6
入选 HF Daily Papers；有代码实现；关键词(1): lightweight

也值得关注

Efficient Skill Grounding via Code Refactoring with Small Language Models score 4
关键词(1): embodied；顶会接收: ICML
Voting Protocols as Coordination Mechanisms for Role-Constrained Multi-Agent Tutoring Systems score 4
关键词(1): agentic；顶会接收: ICML
Vision-Language Asymmetry in Bistable Image Captioning score 4
关键词(1): vision-language；顶会接收: ICML
Robust-U1: Can MLLMs Self-Recover Corrupted Visual Content for Robust Understanding? score 4
关键词(2): fine-tuning, reasoning；顶会接收: ICML
Test-Time Scaling in Multimodal Foundation Models: A Comprehensive Survey of Generation and Reasoning score 4
关键词(2): scaling, reasoning；顶会接收: ACL
Understanding the Sociocultural Dimensions of Mental Health Discourse in Arabic-Language X Communities score 3
机构: Carnegie Mellon