A comprehensive index of artificial intelligence and machine-learning research with AI-generated summaries, citation metrics, and direct links to papers and code.
Paul Bergmann, Kilian Batzner, Michael Fauser, et al.
Introduces MVTec AD, a comprehensive dataset with 5354 high-resolution images across 15 categories for unsupervised anomaly detection, and benchmarks state-of-the-art methods.
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Eagle 2.5 introduces a generalist vision-language model family with Automatic Degrade Sampling and Image Area Preservation for long-context video and high-resolution image understanding.
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NVLM introduces a family of multimodal LLMs with a hybrid architecture and 1-D tile-tagging for dynamic high-resolution images, improving text-only and multimodal performance.
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LLaVA 1.6 enhances multimodal AI with dynamic high-resolution processing, improved OCR, and scalable LLM integration.