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cs.CV2026
Degradation-Consistent Paired Training for Robust AI-Generated Image Detection
Zongyou Yang, Yinghan Hou, Xiaokun Yang
AI-generated image detectors suffer significant performance degradation under real-world image corruptions such as JPEG compression, Gaussian blur, and resolution downsampling. We…
cs.CV2025
PyCAT4: A Hierarchical Vision Transformer-based Framework for 3D Human Pose Estimation
Zongyou Yang, Jonathan Loo, Yinghan Hou
Recently, a significant improvement in the accuracy of 3D human pose estimation has been achieved by combining convolutional neural networks (CNNs) with pyramid grid alignment feed…