2 papers
cs.CV2021
LAViTeR: Learning Aligned Visual and Textual Representations Assisted by Image and Caption Generation
Mohammad Abuzar Hashemi, Zhanghexuan Li, Mihir Chauhan +5
Pre-training visual and textual representations from large-scale image-text pairs is becoming a standard approach for many downstream vision-language tasks. The transformer-based m…
cs.CV2019
Unsupervised Visual Representation Learning with Increasing Object Shape Bias
Zhibo Wang, Shen Yan, Xiaoyu Zhang +1
(Very early draft)Traditional supervised learning keeps pushing convolution neural network(CNN) achieving state-of-art performance. However, lack of large-scale annotation data is…