Search Results for author: Jianlong Tan

Found 6 papers, 1 papers with code

Dynamic Nonlinear Mixup with Distance-based Sample Selection

no code implementations COLING 2022 Shaokang Zhang, Lei Jiang, Jianlong Tan

In this paper, we propose the dynamic nonlinear mixup with distance-based sample selection, which not only generates multiple sample pairs based on the distance between each sample but also enlarges the space of synthetic samples.

Data Augmentation

Image Captioning with Context-Aware Auxiliary Guidance

no code implementations10 Dec 2020 Zeliang Song, Xiaofei Zhou, Zhendong Mao, Jianlong Tan

Image captioning is a challenging computer vision task, which aims to generate a natural language description of an image.

Image Captioning

Cross-modal Knowledge Reasoning for Knowledge-based Visual Question Answering

no code implementations31 Aug 2020 Jing Yu, Zihao Zhu, Yujing Wang, Weifeng Zhang, Yue Hu, Jianlong Tan

Finally, we perform graph neural networks to infer the global-optimal answer by jointly considering all the concepts.

Knowledge Graphs Question Answering +2

RLINK: Deep Reinforcement Learning for User Identity Linkage

no code implementations31 Oct 2019 Xiaoxue Li, Yanan Cao, Yanmin Shang, Yangxi Li, Yanbing Liu, Jianlong Tan

User identity linkage is a task of recognizing the identities of the same user across different social networks (SN).

reinforcement-learning Reinforcement Learning (RL)

Deep Active Learning for Anchor User Prediction

1 code implementation18 Jun 2019 Anfeng Cheng, Chuan Zhou, Hong Yang, Jia Wu, Lei LI, Jianlong Tan, Li Guo

Due to the expensive costs of labeling anchor users for training prediction models, we consider in this paper the problem of minimizing the number of user pairs across multiple networks for labeling as to improve the accuracy of the prediction.

Active Learning

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