Timing Yang

8. Let RGB Be the Language of Vision 🔑 Keywords: RGB In and RGB Out (RINO), unified vision-language systems, structured visual signals, zero-shot performance 💡 Category: Computer Vision 🌟 Research Objective: - This research introduces a unified formulation for vision models, termed as RGB In and RGB Out (RINO), to handle diverse visual information as RGB images and convert visual tasks into a common RGB-to-RGB image editing problem. 🛠️ Research Methods: - The study utilizes a generic image editing backbone without task-specific fine-tuning, allowing diverse visual tasks to share encoding and decoding architecture, similar to text operation in language models. 💬 Research Conclusions: - RINO displays robust zero-shot performance in both dense understanding tasks like segmentation and dense-conditioned generation tasks like pose-to-image generation, advancing towards creating general unified vision-language systems. 👉 Paper link: huggingface.co/papers/2607.1…