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Nature’s Multi-Eyed Marvels: 16 Examples

Many people know that some animals have more than two eyes, but the variety and function of these extra eyes might surprise you. From reptiles with a hidden “third eye” that senses light, to insects ...
CNN

The best label makers in 2026, tried and tested

The best label maker is a boost to your storage and organization efforts, whether that’s sorting a spice rack or slapping your kid’s name on their back-to-school stuff. It makes closets and drawers ...
IEEE

Learning With Partial-Label and Unlabeled Data: Contrastive With Negative Example Separation

Abstract: Semi-Supervised Partial Label Learning (SSPLL) is an important branch of weakly supervised learning, where the data consists of both partial label examples and unlabeled ones. In SSPLL, the ...
IEEE

Generating Multi-label Adversarial Examples by Linear Programming

Abstract: Deep neural networks (DNNs) are used in various domains, such as image classification, natural language processing and face recognition, etc. However, the presence of malicious examples, ...
Frontiers

An Iterative Pseudo Label Generation framework for semi-supervised hyperspectral image classification using the Segment Anything Model

Hyperspectral image classification in remote sensing often encounters challenges due to limited annotated data. Semi-supervised learning methods present a promising solution. However, their ...
Frontiers

A multi-label text sentiment analysis model based on sentiment correlation modeling

1 School of Media & Communication Shanghai Jiao Tong University, Shanghai, China 2 Department of Critical Care Medicine, Sir Run Run Shaw Hospital, Hangzhou, Zhejiang, China Objective: This study ...
techxplore

Multi-label classification in AI: A new path for object recognition

But new research challenges this customary approach to multi-object classification tasks. In an article published today in Physica A, researchers from Bar-Ilan University in Israel show how ...