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cs.CV2026
When Eyes Betray AI: Social Gaze Consistency as a Semantic Cue for AI-Generated Image Detection
Jihyeon Kim, Sohee Kim, Soosan Lee +3
Recent generative models have largely closed the gap on low-level artifacts - pixel fingerprints, frequency anomalies, upsampling traces - particularly in person-centric and partia…
cs.CV2025
Decoupling Augmentation Bias in Prompt Learning for Vision-Language Models
Gahyeon Kim, Sohee Kim, Seokju Lee
Recent advances in large-scale vision and language models have led to significant progress in zero-shot learning tasks. Methods such as CoOp and CoCoOp have shown that replacing ha…
cs.CV2024
AAPL: Adding Attributes to Prompt Learning for Vision-Language Models
Gahyeon Kim, Sohee Kim, Seokju Lee
Recent advances in large pre-trained vision-language models have demonstrated remarkable performance on zero-shot downstream tasks. Building upon this, recent studies, such as CoOp…