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Sponsored AI Networking Cookbook: Practical recipes for AI-assisted network automation and development AI Networking Cookbook: Practical recipes for AI-assisted network automation and development

Author

Yu-Xiong Wang

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Review Open access Mar 2026

D4CNN×AnaCal: Physics-informed Machine Learning for Accurate and Precise Weak-lensing Shear Estimation

A fully D4-equivariant deep neural network for galaxy shape measurement whose architecture enforces symmetry under 90° rotations and mirror transformations is constructed, and the Analytical Calibration framework is adopted to calibrate the model using its backpropagated gradients.

Shu-Rui Lin, Xiangchong Li, Ji Li et al. · 0 citations
Preprint Aug 2026

CoCo-IR: Contextual Composed Image Retrieval

A new model based on a Large Multimodal Model (LMM) that functions as a context-aware reasoner for CoCo-IR is proposed, which interprets the entire interaction history to generate Transformable Image Embeddings (TIE) that evolve across turns.

Shengcao Cao, T. Dabral, Z. Ding et al. · 0 citations

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