466 citations · 2.6k across the 60 of their papers we have counts for
4 papers · 2 filters
Zero-Shot Visual Recognition using Semantics-Preserving Adversarial Embedding Networks
Long Chen, Hanwang Zhang, Jun Xiao +2
We propose a novel framework called Semantics-Preserving Adversarial Embedding Network (SP-AEN) for zero-shot visual recognition (ZSL), where test images and their classes are both…
Grounding Referring Expressions in Images by Variational Context
Hanwang Zhang, Yulei Niu, Shih-Fu Chang
We focus on grounding (i.e., localizing or linking) referring expressions in images, e.g., "largest elephant standing behind baby elephant". This is a general yet challenging visio…
PPR-FCN: Weakly Supervised Visual Relation Detection via Parallel Pairwise R-FCN
Hanwang Zhang, Zawlin Kyaw, Jinyang Yu +1
We aim to tackle a novel vision task called Weakly Supervised Visual Relation Detection (WSVRD) to detect "subject-predicate-object" relations in an image with object relation grou…
Visual Translation Embedding Network for Visual Relation Detection
Hanwang Zhang, Zawlin Kyaw, Shih-Fu Chang +1
Visual relations, such as "person ride bike" and "bike next to car", offer a comprehensive scene understanding of an image, and have already shown their great utility in connecting…