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MLLMs can now see time: Delta-LLaVA unlocks precise change detection in remote sensing by explicitly modeling temporal relationships, outperforming existing models on a new challenging benchmark.
Stop MLLM hallucinations in VideoQA: ClueNet's two-stage training and adaptive clue filtering boosts accuracy by 1.1% while improving interpretability and efficiency.