1 Table of Contents: “... Diffusion -- Mitigating Fine-Grained Hallucination by Fine-Tuning Large Vision-Language Models with Caption...”

2 Table of Contents: “... Navigation -- Foreground Feature Enhancement and Peak & Background Suppression for Fine-Grained Visual...”

3 Table of Contents: “... for Image-text Retrieval -- FGENet:Fine-Grained Extraction Network for Congested Crowd Counting -- MSMV-UNet...”

4 Table of Contents: “... Transformer -- A Coarse and Fine Grained Masking Approach for Video-grounded Dialogue -- Deep self-supervised...”