Entities · Models
MLLMs
12 articles tagged with this entity.
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Staying VIGILant: Mitigating Visual Laziness via Counterfactual Visual Alignment in MLLMs
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SocialPersona: Benchmarking Personalized Profiling and Response with Multimodal Social-Media Context
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ShutterMuse: Capture-Time Photography Guidance with MLLMs
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StylisticBias: A Few Human Visual Cues Drive Most Social Biases in MLLMs
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MLLMs Get It Right, Then Get It Wrong: Tracing and Correcting Late-Layer Textual Bias
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Modeling Complex Behaviors: Multi-Personality Composition and Dynamic Switching in Vision-Language Models
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ChronoPhyBench: Do MLLMs Truly Understand the World or Merely Exploit Language Priors?
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CardioLens: Revealing the Clinical Reality Gap of MLLMs via Multi-Sequence Cardiac MRI Evaluations
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The Point, the Vision and the Text: Does Point Cloud Boost Spatial Reasoning of Large Language Models? A Bias-Controlled Study
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VIHD: Visual Intervention-based Hallucination Detection for Medical Visual Question Answering
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ESI-Bench: Towards Embodied Spatial Intelligence that Closes the Perception-Action Loop
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PGT: Procedurally Generated Tasks for improving visual grounding in MLLMs