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Einblick - Image Analysis
Interpretable Analysis and Summarization of Patterns in AI-Generated Images
ASAP, an interactive visual analytics system, enables efficient identification and in-depth analysis of distinctive patterns in AI-generated images to support the discernment of authentic from synthetic content.
WaveMix: A Versatile and Resource-Efficient Neural Network for Image Analysis
WaveMix is a novel neural architecture that achieves comparable or better accuracy than state-of-the-art convolutional neural networks, vision transformers, and token mixers for various vision tasks, while using fewer trainable parameters, GPU RAM, and computations.
Hyperspectral Image Analysis with Red Teaming Models Using Explainable AI
Explainable AI is used to red team hyperspectral image analysis models, identifying flaws and biases for improved performance.
Determining Intent of Changes for Fake Crowdsourced Image Services
Proposing a framework to determine the likelihood of an image being fake based on changes in image metadata.
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