156 citations · 163 across the 2 of their papers we have counts for
3 papers
cs.CL2020
M3P: Learning Universal Representations via Multitask Multilingual Multimodal Pre-training
Minheng Ni, Haoyang Huang, Lin Su +6
We present M3P, a Multitask Multilingual Multimodal Pre-trained model that combines multilingual pre-training and multimodal pre-training into a unified framework via multitask pre…
cs.CV2020★ 156 cited
ImageBERT: Cross-modal Pre-training with Large-scale Weak-supervised Image-Text Data
Di Qi, Lin Su, Jia Song +3
In this paper, we introduce a new vision-language pre-trained model -- ImageBERT -- for image-text joint embedding. Our model is a Transformer-based model, which takes different mo…
stat.ML2017★ 7 cited
Gini-regularized Optimal Transport with an Application to Spatio-Temporal Forecasting
Lucas Roberts, Leo Razoumov, Lin Su +1
Rapidly growing product lines and services require a finer-granularity forecast that considers geographic locales. However the open question remains, how to assess the quality of a…