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Show HN: AI latent space with overlapping manifolds
探索AI潜在空间中的重叠流形结构，一个引人深思的开源项目。
Article URL: https://github.com/PJHkorea/Egregore/blob/main/integrated_egregore_core_test_v6_4.py Comments URL: https://news.ycombinator.com/item?id=4…
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Latent Space Analysis for Interpretable Uncertainty in Melanoma Classification
融合潜在空间分析与可解释不确定性，提升黑色素瘤诊断的临床信任度
arXiv:2506.18414v3 Announce Type: replace-cross Abstract: Melanoma is a highly aggressive skin cancer, making early and accurate diagnosis critical. W…
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Visualizing LLM Latent Space Geometry Through Dimensionality Reduction
用降维技术揭示大模型内部隐藏的几何结构，直观理解语言模型如何表征知识。
arXiv:2511.21594v3 Announce Type: replace Abstract: Large language models (LLMs) achieve state-of-the-art results across many natural language tasks, …
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Image Restoration via Diffusion Models with Dynamic Resolution
动态分辨率扩散模型降低图像修复计算开销，避免重复编解码，实现高效恢复。
arXiv:2605.14267v1 Announce Type: cross Abstract: Diffusion models (DMs) have exhibited remarkable efficacy in various image restoration tasks. Howeve…