OASIS organizes streaming video into hierarchical events and retrieves memory on-demand via intent-driven refinement to improve long-horizon accuracy and compositional reasoning with bounded token costs.
Lion-fs: Fast & slow video-language thinker as online video assistant
2 Pith papers cite this work. Polarity classification is still indexing.
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Pith papers citing it
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cs.CV 2years
2026 2verdicts
UNVERDICTED 2representative citing papers
DynaTok introduces temporally adaptive budget allocation with EMA memory and spatial selection with memory to compress video tokens, retaining over 95% accuracy at 90% reduction on VideoQA benchmarks.
citing papers explorer
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OASIS: On-Demand Hierarchical Event Memory for Streaming Video Reasoning
OASIS organizes streaming video into hierarchical events and retrieves memory on-demand via intent-driven refinement to improve long-horizon accuracy and compositional reasoning with bounded token costs.
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DynaTok: Temporally Adaptive and Positional Bias-Aware Token Compression for Video-LLMs
DynaTok introduces temporally adaptive budget allocation with EMA memory and spatial selection with memory to compress video tokens, retaining over 95% accuracy at 90% reduction on VideoQA benchmarks.