Blogs

Similarity-gated visual memory and persistent-query retrieval for proactive ultra-long streaming video.

Hierarchical external event memory and agentic on-demand retrieval for streaming video reasoning.

Causal ViT activation reuse and pre-LLM visual token pruning for faster streaming Video-LLMs.

Temporal-order instruction tuning and uncertainty-gated historical KV retrieval for streaming Video-LLMs.

Training-inference aligned real-time understanding for effectively infinite video streams.

A recent-frame baseline for streaming video understanding.

Multi-grained KV-cache compression for long streaming VideoQA.

A model note on Qwen3-VL: long-context vision-language modeling, video understanding, and multimodal agent ability.

Video-aware Graph Retrieval-Augmented Generation via Temporal and Semantic Hybrid Reasoning.

Omni-Contextual Adaptive Retrieval-Augmented Efficient Long Video Understanding.