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Chengqun Song

2 accepted papers

2025

Task-Aware Clustering for Prompting Vision-Language Models

CVPR 2025poster

Prompt learning has attracted widespread attention in adapting vision-language models to downstream tasks. Existing methods largely rely on optimization strategies to ensure the task-awareness of learnable prompts. Due to the scarcity of task-specific data, overfitting is prone to occur. The resulti…

2024

Self-Supervised Monocular Depth Estimation with Effective Feature Fusion and Self Distillation

IROS 2024poster

Monocular depth estimation obtaining scene depth information from a single image is an important task in the field of computer vision. Constrained by the limitations of convolutional networks in conducting long-distance modeling and the underutilization of datasets, the generalization of existing mo…

Cited by 1SourceScholar