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Mingfeng Zha

3 accepted papers

2026

Seeing Beyond Illusion: Generalized and Efficient Mirror Detection

AAAI 2026technical

Reflective imaging enables the mirror imagings and physical entities to possess identical attributes, e.g., color and shape. Current mirror detection (MD) methods primarily rely on designing functional components to establish the correlation and disparities between the imagings and entities, thereby

Cited by 0SourcePDFScholar
2025

Implicit Counterfactual Learning for Audio-Visual Segmentation

ICCV 2025poster

Audio-visual segmentation (AVS) aims to segment objects in videos based on audio cues. Existing AVS methods are primarily designed to enhance interaction efficiency but pay limited attention to modality representation discrepancies and imbalances. To overcome this, we propose the implicit counterfac…

Cited by 0SourcePDFScholar
2024

Weakly-Supervised Mirror Detection via Scribble Annotations

AAAI 2024technical

Mirror detection is of great significance for avoiding false recognition of reflected objects in computer vision tasks. Existing mirror detection frameworks usually follow a supervised setting, which relies heavily on high quality labels and suffers from poor generalization. To resolve this, we inst…