156 citations · 190 across the 6 of their papers we have counts for
4 papers · 1 filter
Learning Granularity-Aware Convolutional Neural Network for Fine-Grained Visual Classification
Jianwei Song, Ruoyu Yang
Locating discriminative parts plays a key role in fine-grained visual classification due to the high similarities between different objects. Recent works based on convolutional neu…
Feature Boosting, Suppression, and Diversification for Fine-Grained Visual Classification
Jianwei Song, Ruoyu Yang
Learning feature representation from discriminative local regions plays a key role in fine-grained visual classification. Employing attention mechanisms to extract part features ha…
A Novel Video Salient Object Detection Method via Semi-supervised Motion Quality Perception
Chenglizhao Chen, Jia Song, Chong Peng +2
Previous video salient object detection (VSOD) approaches have mainly focused on designing fancy networks to achieve their performance improvements. However, with the slow-down in…
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…