GLUS: Global-Local Reasoning Unified into A Single Large Language Model . . . However, our framework GLUS shows that global and local consistency can be unified into a single video segmentation MLLM: a set of sparse "context frames" provides global information, while a stream of continuous "query frames" conducts local object tracking
GitHub - GLUS-video GLUS: [CVPR 2025] Official PyTorch Implementation . . . Our GLUS advances further along this methodological path 🚀 GLUS is principled It utilizes global-local reasoning to combine holistic video understanding with detailed frames understanding, unleashing the potential of fine-grained segmentation in complex scenarios GLUS is powerful
GLUS: Global-Local Reasoning Unified into - arXiv. org Our GLUS begins from a simple yet principled adaptation to MLLM by providing and only providing the necessary information for global and local reasoning For global reasoning, the MLLM must have a set of frames covering the whole video to maximize the probability of observing the referred property
OpenGL GLUS README. txt at master · McNopper OpenGL · GitHub GLUS - Modern OpenGL, OpenGL ES and OpenVG Utilities: ----------------------------------------------------- How to build GLUS and the examples: 1 Install Eclipse IDE for C C++ Developers and a GNU Compiler Collection for your operating system
arXiv:2504. 07962v1 [cs. CV] 10 Apr 2025 GLUS end-to-end integrates pre-trained VOS memory modules to enhance temporal reasoning and decouple the reliance of existing models on VOS post-processing The memory-enhanced decoder decodes SEG tokens into masks
GLUS We introduce a simple yet effective framework based on multimodal large language models (MLLM) for referring video object segmentation (RefVOS) Named GLUS, our method establishes unified global and local reasoning in a single LLM, addressing the distinct 'Ref' and 'VOS' challenges of RefVOS
Releases · McNopper GLUS - GitHub GLUS for OpenGL, OpenGL ES and OpenVG Contribute to McNopper GLUS development by creating an account on GitHub
GLUS: Globals - OpenGL _glusWindowInternalMouse () : glus_os_linux_raspberrypi_es c , glus_os_windows_es c , glus_os_linux_es c , glus_window_glfw c , glus_window_egl_es c _glusWindowInternalMouseMove () : glus_window_glfw c , glus_os_linux_es c , glus_os_windows_es c , glus_os_linux_raspberrypi_es c , glus_window_egl_es c