Abstract: Cross-domain few-shot medical image segmentation (CD-FSMIS) offers a promising and data-efficient solution for medical applications where annotations are severely scarce and multimodal ...

This is a PyTorch implementation of the GraphRTA algorithm, which tries to address the open-set graph domain adaptation problem, where the goal is to not only correctly classify target nodes into the ...

Abstract: In this paper, we firstly tackle a more realistic Domain Adaptation (DA) setting: Source-Free Blending-Target Domain Adaptation (SF-BTDA), where we can not access to source domain data while ...

Shi-Feng Peng，Guolei Sun, Yong Li, Hongsong Wang, Guo-Sen Xie. Welcome to the official PyTorch implementation repository of our paper SAM-Aware Graph Prompt Reasoning Network for Cross-Domain Few-Shot ...

Agentic AI promises autonomy, but production systems expose its fragility. Dynatrace’s Perform keynote shows why ...

Learn how to secure Model Context Protocol (MCP) deployments using Kyber-encapsulated context windows and zero-trust policy enforcement for post-quantum security.