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Jiankun Zhu

3 accepted papers

2025

Bridge Then Begin Anew: Generating Target-Relevant Intermediate Model for Source-Free Visual Emotion Adaptation

AAAI 2025technical

Visual emotion recognition (VER), which aims at understanding humans' emotional reactions toward different visual stimuli, has attracted increasing attention. Given the subjective and ambiguous characteristics of emotion, annotating a reliable large-scale dataset is hard. For reducing reliance on da…

2025

Gaussian Constrained Diffeomorphic Deformation Network for Panoramic Semantic Segmentation

ICASSP 2025accepted

Panoramic semantic segmentation has garnered increasing attention due to its ability to provide comprehensive environmental perception. However, it requires a large number of annotated panoramic images to achieve satisfactory performance, which is costly. Recently, Domain Adaptation for Panoramic Se…

Cited by 0SourceScholar
2025

Learning Class Prototypes for Visual Emotion Recognition

ICASSP 2025accepted

Visual emotion recognition (VER), which aims at understanding humans’ emotional reactions toward different visual stimuli, has attracted increasing attention. However, because of the subjectivity and complex nature of emotion, existing VER methods suffer from one or more of the following problems: 1…

Cited by 0SourceScholar