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cs.CV2025
Entity Re-identification in Visual Storytelling via Contrastive Reinforcement Learning
Daniel A. P. Oliveira, David Martins de Matos
Visual storytelling systems, particularly large vision-language models, struggle to maintain character and object identity across frames, often failing to recognize when entities i…
cs.CV2025
StoryReasoning Dataset: Using Chain-of-Thought for Scene Understanding and Grounded Story Generation
Daniel A. P. Oliveira, David Martins de Matos
Visual storytelling systems struggle to maintain character identity across frames and link actions to appropriate subjects, frequently leading to referential hallucinations. These…