We introduce OneThinker, an all-in-one multimodal reasoning generalist that is capable of thinking across a wide range of fundamental visual tasks within a single model. OneThinker demonstrates strong ...

Abstract: By characterizing each image set as a nonsingular covariance matrix on the symmetric positive definite (SPD) manifold, the approaches of visual content classification with image sets have ...

Abstract: Deep learning (DL) methods have achieved impressive performance in hyperspectral image (HSI) classification but are susceptible to adversarial attacks, which can lead to significant accuracy ...