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Yuchen Ren

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Jul 2026

VMFormer: Visual Clues-Guided Multi-Stage Transformer for Image Captioning

Transformer-based models have significantly advanced image captioning through self-attention mechanisms and parallel computation. However, existing methods typically adopt teacher-forcing strategies during training by conditioning the decoder exclusively on ground-truth tokens, whereas at inference, captions are genera...

Yuchen Ren, Xin Chen, Hong-Rui Yuan et al. · 0 citations

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