Abstract: Few-shot semantic segmentation (FSS) is of tremendous potential for data-scarce scenarios, particularly in medical segmentation tasks with merely a few labeled data. Most of the existing FSS ...

Recently, a research team from the Hong Kong University of Science and Technology (Guangzhou) and Tencent published findings ...

Based on this, research teams from HKUST and Tencent proposed the CausalMACEmethod, which systematically introduces causal reasoning mechanisms into open-world multi-agent systems, providing a ...

Model Explorer offers an intuitive and hierarchical visualization of model graphs. It organizes model operations into nested layers, enabling users to dynamically expand or collapse these layers. It ...

I'm currently performing a detailed performance analysis of the difference in inference time between the first inference after model loading and subsequent inferences. My findings confirm the ...

Abstract: Neural architecture search (NAS) is crucial for text representation in natural language processing (NLP); however, much less work on NAS for text classification has been proposed compared ...

Google’s Knowledge Graph saw its largest contraction in a decade in June: a two-stage, one-week drop of 6.26% – over 3 billion entities deleted. Since 2015, we’ve tracked the Knowledge Graph and have ...