🏢 University of Technology Sydney
Replay-and-Forget-Free Graph Class-Incremental Learning: A Task Profiling and Prompting Approach
·3167 words·15 mins·
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AI Generated
Machine Learning
Continual Learning
🏢 University of Technology Sydney
Forget-free graph class-incremental learning achieved via a novel task profiling and prompting approach, significantly outperforming state-of-the-art methods.
Image Copy Detection for Diffusion Models
·3883 words·19 mins·
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AI Generated
Computer Vision
Image Generation
🏢 University of Technology Sydney
ICDiff, a novel Image Copy Detection system, tackles the unique challenge of identifying replicated content in diffusion model outputs, introducing a specialized dataset and deep embedding method for …