715 citations · 4.1k across the 100 of their papers we have counts for
8 papers · 1 filter
Temporal Relational Reasoning in Videos
Bolei Zhou, Alex Andonian, Aude Oliva +1
Temporal relational reasoning, the ability to link meaningful transformations of objects or entities over time, is a fundamental property of intelligent species. In this paper, we…
Interpreting Deep Visual Representations via Network Dissection
Bolei Zhou, David Bau, Aude Oliva +1
The success of recent deep convolutional neural networks (CNNs) depends on learning hidden representations that can summarize the important factors of variation behind the data. Ho…
Visual Question Generation as Dual Task of Visual Question Answering
Yikang Li, Nan Duan, Bolei Zhou +3
Recently visual question answering (VQA) and visual question generation (VQG) are two trending topics in the computer vision, which have been explored separately. In this work, we…
Scene Graph Generation from Objects, Phrases and Region Captions
Yikang Li, Wanli Ouyang, Bolei Zhou +2
Object detection, scene graph generation and region captioning, which are three scene understanding tasks at different semantic levels, are tied together: scene graphs are generate…
Network Dissection: Quantifying Interpretability of Deep Visual Representations
David Bau, Bolei Zhou, Aditya Khosla +2
We propose a general framework called Network Dissection for quantifying the interpretability of latent representations of CNNs by evaluating the alignment between individual hidde…
Open Vocabulary Scene Parsing
Hang Zhao, Xavier Puig, Bolei Zhou +2
Recognizing arbitrary objects in the wild has been a challenging problem due to the limitations of existing classification models and datasets. In this paper, we propose a new task…