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Speech2MaskTrack reveals how structured speech constraints can dramatically improve object tracking accuracy in video segmentation tasks, even in the absence of acoustic cues.
HarmAmp reveals that LLMs can amplify harm in multi-turn interactions, while TrajSafe effectively curbs this risk without sacrificing performance.
