FiRE: Enhancing MLLMs with Fine-Grained Context Learning for Complex Image Retrieval 文章

ArXiv CS.CV2026-07-31PAPERen作者: Bohan Hou, Haoqiang Lin, Xuemeng Song, Haokun Wen, Meng Liu, Yupeng Hu, Xiangyu Zhao
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FiRE: Enhancing MLLMs with Fine-Grained Context Learning for Complex Image Retrieval · 相关技术

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ACTAbstractComposeABIABLEANGLEANNARGARTASKSATEAdaptive Batch ScalingAdvanced Persistent ThreatsAdversarial Style OptimizationAlternative Uses TestAmodal Mask Prediction and ROI Re-Alignment (AMPR)Attribute Prefix AdapterAugmented Latent IntrinsicsAutomatic Depression DetectionAutoregressive large language modelsAutoregressive multimodal large language modelsAuxiliary Regression LossCAPComposed image retrievalCIRFCOMCOntExtCTICalibrated Entropy ScoreClass-Incremental LearningComputerized Adaptive TestingDDR3(L)DEERDELDEMDIFDISDIVEDNA-encoded libraries