2.1k citations · 5.6k across the 30 of their papers we have counts for
3 papers · 2 filters
Grounded Video Description
Luowei Zhou, Yannis Kalantidis, Xinlei Chen +2
Video description is one of the most challenging problems in vision and language understanding due to the large variability both on the video and language side. Models, hence, typi…
Pythia v0.1: the Winning Entry to the VQA Challenge 2018
Yu Jiang, Vivek Natarajan, Xinlei Chen +3
This document describes Pythia v0.1, the winning entry from Facebook AI Research (FAIR)'s A-STAR team to the VQA Challenge 2018. Our starting point is a modular re-implementation o…
Iterative Visual Reasoning Beyond Convolutions
Xinlei Chen, Li-Jia Li, Li Fei-Fei +1
We present a novel framework for iterative visual reasoning. Our framework goes beyond current recognition systems that lack the capability to reason beyond stack of convolutions.…