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Weifu Fu

2 accepted papers

2026

PET-DINO: Unifying Visual Cues into Grounding DINO with Prompt-Enriched Training

CVPR 2026

Open-Set Object Detection (OSOD) enables recognition of novel categories beyond fixed classes but faces challenges in aligning text representations with complex visual concepts and the scarcity of image-text pairs for rare categories. This results in suboptimal performance in specialized domains or

Cited by 0SourcecodeScholar
2024

LORS: Low-rank Residual Structure for Parameter-Efficient Network Stacking

CVPR 2024highlight

Deep learning models particularly those based on transformers often employ numerous stacked structures which possess identical architectures and perform similar functions. While effective this stacking paradigm leads to a substantial increase in the number of parameters pos- ing challenges for pract…