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Qin Lei

3 accepted papers

2025

Latent Distribution Decouple for Uncertain-Aware Multimodal Multi-label Emotion Recognition

ACL 2025finding

Multimodal multi-label emotion recognition (MMER) aims to identify the concurrent presence of multiple emotions in multimodal data. Existing studies primarily focus on improving fusion strategies and modeling modality-to-label dependencies. However, they often overlook the impact of aleatoric uncert…

2025

One-Shot Reference-based Structure-Aware Image to Sketch Synthesis

AAAI 2025technical

Generating sketches that accurately reflect the content of reference images presents numerous challenges. Current methods either require paired training data or fail to accommodate a wider range and diversity of sketch styles. While pre-trained diffusion models have shown strong text-based control c…

Cited by 0SourcePDFScholar
2023

PRRD: Pixel-Region Relation Distillation For Efficient Semantic Segmentation

ICASSP 2023accepted

Current state-of-the-art semantic segmentation methods usually require high computational resources for accurate segmentation. Knowledge distillation has been one promising way to achieve a good trade-off between accuracy and efficiency. However, current distillation methods focus on transferring th…

Cited by 0SourceScholar