arXiv 2609.38155 · cs.CV · 2026-09-29
Beyond the Timeline: Augmenting Long-Video Memory with Grounded Entity Biographies
Hui Ren, Lei Fan, Henry Pao, Han Guo, Zeeshan Zia, Ying Chen, Alexander Schwing, Gang Hua
Amazon Science
In latest · #67 Added on 2026-10-21
One-line takeaway
GEB groups observations of the same physical object into entity biographies to answer questions over long videos.
GEB 把长视频中同一物体的观察串成“实体传记”，帮助回答跨时间的问题。
Read on arXiv PDF Hugging Face discussion Code Project page
Topics & disciplines
More on Multimodal
- MJev-Spatial: System One Spatial Intelligence via Native Attention Matching ▲560
- LoopVL: Recurrent Visual Intelligence ▲417
- VideoJev: System One Model for Video Understanding and Interaction ▲375
- S-Space: Exploring Spatial Workspace in Multimodal Language Models ▲270
- UniEvo-VL: An On-policy Self-Distillation Training Recipe for Multimodal Model Self-improvement ▲266
About this data
Metadata from the arXiv API (verified); upvotes from Hugging Face Daily Papers; citations from Semantic Scholar. Last refreshed 2026-10-22.
The takeaway is written by AIMap from the abstract; the abstract itself is not reproduced — read the original.