video understanding

"Gemini 3 では、動画入力において実行コストが半額以下になるという逆転現象が起きています。"

"The paper is available on ArXiv."

"The research focuses on consistent and efficient processing of long video narratives."

"The paper originates from ArXiv, suggesting it's a pre-print research publication."

"The research focuses on retrieving moments in hour-long videos."

"The article's core focus is on rethinking Chain-of-Thought reasoning for video analysis tasks."

"The research introduces a framework for lightweight video understanding."

"Venus is designed for VLM-based online video understanding."

"PhyVLLM leverages motion-appearance disentanglement."

"The article's source is ArXiv, indicating a research paper."

"WorldMM is a dynamic multimodal memory agent."

"The paper focuses on Adaptive Evidential Learning for Moment Retrieval."

"HanDyVQA is a Video QA Benchmark for Fine-Grained Hand-Object Interaction Dynamics."

"The research focuses on counterfactual reasoning in vision-language models for video understanding."

"TimeViper is a hybrid Mamba-Transformer vision-language model for efficient long video understanding."