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Kunpeng Wang

3 accepted papers

2026

Taming Cascaded Mixture-of-Experts for Modality-missing Multi-modal Salient Object Detection

AAAI 2026technical

Multi-modal Salient Object Detection (SOD) shows an improvement over its uni-modal counterpart by exploiting the complementary benefits between modalities. However, this improvement relies on complete multi-modal information, which is difficult to be guaranteed in practice due to sensor failures and

Cited by 0SourcePDFScholar
2025

Alignment-Free RGB-T Salient Object Detection: A Large-Scale Dataset and Progressive Correlation Network

AAAI 2025technical

Alignment-free RGB-Thermal (RGB-T) salient object detection (SOD) aims to achieve robust performance in complex scenes by directly leveraging the complementary information from unaligned visible-thermal image pairs, without requiring manual alignment. However, the labor-intensive process of collecti…

2025

EmoGrowth: Incremental Multi-label Emotion Decoding with Augmented Emotional Relation Graph

ICML 2025poster

Emotion recognition systems face significant challenges in real-world applications, where novel emotion categories continually emerge and multiple emotions often co-occur. This paper introduces multi-label fine-grained class incremental emotion decoding, which aims to develop models capable of incre…