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Yingying Feng

3 accepted papers

2026

FIND: A Simple Yet Effective Baseline for Diffusion-Generated Image Detection

AAAI 2026technical

The remarkable realism of images generated by diffusion models poses critical detection challenges. Current methods utilize reconstruction error as a discriminative feature, exploiting the observation that real images exhibit higher reconstruction errors when processed through diffusion models. Howe

Cited by 0SourcePDFScholar
2025

MDReID: Modality-Decoupled Learning for Any-to-Any Multi-Modal Object Re-Identification

NeurIPS 2025spotlight

The challenge of inconsistent modalities in real-world applications presents significant obstacles to effective object re-identification (ReID). However, most existing approaches assume modality-matched conditions, significantly limiting their effectiveness in modality-mismatched scenarios. To overc…

Cited by 0SourceScholar
2025

Multi-Modal Object Re-identification via Sparse Mixture-of-Experts

ICML 2025poster

We present MFRNet, a novel network for multi-modal object re-identification that integrates multi-modal data features to effectively retrieve specific objects across different modalities. Current methods suffer from two principal limitations: (1) insufficient interaction between pixel-level semantic…

Cited by 0SourcePDFScholar