312 citations · 2.2k across the 74 of their papers we have counts for
3 papers · 1 filter
Visual7W: Grounded Question Answering in Images
Yuke Zhu, Oliver Groth, Michael Bernstein +1
We have seen great progress in basic perceptual tasks such as object recognition and detection. However, AI models still fail to match humans in high-level vision tasks due to the…
Action Recognition by Hierarchical Mid-level Action Elements
Tian Lan, Yuke Zhu, Amir Roshan Zamir +1
Realistic videos of human actions exhibit rich spatiotemporal structures at multiple levels of granularity: an action can always be decomposed into multiple finer-grained elements…
Building a Large-scale Multimodal Knowledge Base System for Answering Visual Queries
Yuke Zhu, Ce Zhang, Christopher Ré +1
The complexity of the visual world creates significant challenges for comprehensive visual understanding. In spite of recent successes in visual recognition, today's vision systems…