Adapter based fine-tuning has been studied for improving the performance of SAM on downstream tasks. However, there is still a significant performance gap between fine-tuned SAMs and domain-specific ...

🔥🔥🔥 [2024/10/31] We released MFTCoder v0.5 mainly for MFTCoder-accelerate, which is now supporting preference alignment methods like DPO/RPO/ORPO in the new xxpo module, adding full-parameter ...

Existing parameter-efficient fine-tuning (PEFT) methods have achieved significant success on vision transformers (ViTs) adaptation by improving parameter efficiency. However, the exploration of ...

Abstract: Change detection is a critical task in the remote sensing image (RSI) analysis, widely used in fields such as land cover change and urban planning. With the introduction of foundational ...