ProactiveLLM enables active interaction in streaming LLMs by learning semantic sufficiency cues from partial inputs through mask-based modeling and synchronized privileged self-distillation without external supervision.
Speak While Watching: Unleashing true real-time video understanding capability of multimodal large language models
2 Pith papers cite this work. Polarity classification is still indexing.
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2026 2verdicts
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LiveVLN enables smoother vision-language navigation by overlapping action execution with ongoing observation processing, preserving benchmark scores while cutting real-world waiting time by up to 77.7 percent.
citing papers explorer
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LiveVLN: Breaking the Stop-and-Go Loop in Vision-Language Navigation
LiveVLN enables smoother vision-language navigation by overlapping action execution with ongoing observation processing, preserving benchmark scores while cutting real-world waiting time by up to 77.7 percent.