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Peilin Feng

3 accepted papers

2026

Earth-Agent: Unlocking the Full Landscape of Earth Observation with Agents

ICLR 2026poster

Earth observation (EO) is essential for understanding the evolving states of the Earth system. Although recent MLLMs have advanced EO research, they still lack the capability to tackle complex tasks that require multi-step reasoning and the use of domain-specific tools. Agent-based methods offer a…

Cited by 0SourcecodeScholar
2025

LEGION: Learning to Ground and Explain for Synthetic Image Detection

ICCV 2025poster

The rapid advancements in generative technology have emerged as a double-edged sword. While offering powerful tools that enhance convenience, they also pose significant social concerns. As defenders, current synthetic image detection methods often lack artifact-level textual interpretability and are…

2025

Spot the Fake: Large Multimodal Model-Based Synthetic Image Detection with Artifact Explanation

NeurIPS 2025poster

With the rapid advancement of Artificial Intelligence Generated Content (AIGC) technologies, synthetic images have become increasingly prevalent in everyday life, posing new challenges for authenticity assessment and detection. Despite the effectiveness of existing methods in evaluating image authen…

Cited by 0SourcecodeScholar