Tag: Semantic Segmentation

All the articles with the tag "Semantic Segmentation".

• Towards Complementary Knowledge Distillation for Efficient Dense Image Prediction

  Published: 16 May, 2025 |  at  11:29 AM

  

  87.37 🤔

  This paper introduces a Boundary and Context Distillation (BCD) method for efficient dense image prediction, enhancing compact models' boundary completeness and region connectivity through targeted knowledge transfer, achieving superior accuracy across multiple tasks and datasets without inference cost increase.

• SAGE: A Framework of Precise Retrieval for RAG

  Published: 4 May, 2025 |  at  04:27 PM

  

  64.13 🤔

  本文提出SAGE框架，通过语义分割、基于梯度的块选择和LLM自反馈机制，提高RAG系统的检索精度和问答性能，同时显著降低成本。