让多模态大模型学会看“几何”——用视觉思维链内化推理，实现精确指向定位
arXiv:2606.24539v1 Announce Type: new Abstract: Pointing-based visual grounding requires models to precisely locate target objects by deciphering comp…
探索分割模型认知边界，提出视觉思维链实现主动可供性推理，让AI从感知迈向理解。
arXiv:2605.27764v1 Announce Type: cross Abstract: Recent segmentation models couple large language models (LLMs) with mask decoders to ground complex …
让多模态模型通过“想象”进行视觉思维，大幅提升空间推理能力，新方法开源并实验验证。
arXiv:2605.27310v1 Announce Type: new Abstract: Cross-view spatial reasoning remains a weak spot for vision-language models (VLMs): they often reason …
视频生成新范式，VChain用视觉思维链提升推理能力，获ICCV 2025 Workshop最佳论文奖，值得关注。
arXiv:2510.05094v2 Announce Type: replace Abstract: Recent video generation models can produce smooth and visually appealing clips, but they often str…