BiMa combines scene-element-aware visual fusion with VAE-based text disentanglement, reporting SOTA retrieval and stronger OOD generalization, but its dataset-derived taxonomy dictionary risks leakage.
Fine-grained video-text retrieval with hierarchical graph reasoning
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BiMa: Towards Biases Mitigation for Text-Video Retrieval via Scene Element Guidance
BiMa combines scene-element-aware visual fusion with VAE-based text disentanglement, reporting SOTA retrieval and stronger OOD generalization, but its dataset-derived taxonomy dictionary risks leakage.