Curriculum Learning Meets Weakly Supervised Modality Correlation Learning

no code implementations • 15 Dec 2022 • Sijie Mai, Ya Sun, Haifeng Hu

To assist the correlation learning, we feed the training pairs to the model according to difficulty by the proposed curriculum learning, which consists of elaborately designed scoring and feeding functions.

Multimodal Sentiment Analysis Self-Supervised Learning

Subgraph-aware Few-Shot Inductive Link Prediction via Meta-Learning

no code implementations • 26 Jul 2021 • Shuangjia Zheng, Sijie Mai, Ya Sun, Haifeng Hu, Yuedong Yang

In this way, we find the model can quickly adapt to few-shot relationships using only a handful of known facts with inductive settings.

Inductive Link Prediction Knowledge Graphs +2

Part-based Multi-stream Model for Vehicle Searching

no code implementations • 11 Nov 2019 • Ya Sun, Minxian Li, Jianfeng Lu

We can easily measure the similarity of two vehicle images by computing the Euclidean distance of the features from FC layer.

Metric Learning Retrieval