Search Results for author: Tao Wan

Found 6 papers, 1 papers with code

Reasoning with Multi-Structure Commonsense Knowledge in Visual Dialog

no code implementations10 Apr 2022 Shunyu Zhang, Xiaoze Jiang, Zequn Yang, Tao Wan, Zengchang Qin

In our model, the external knowledge is represented with sentence-level facts and graph-level facts, to properly suit the scenario of the composite of dialog history and image.

Logical Reasoning Visual Dialog

A sequential guiding network with attention for image captioning

no code implementations1 Nov 2018 Daouda Sow, Zengchang Qin, Mouhamed Niasse, Tao Wan

The recent advances of deep learning in both computer vision (CV) and natural language processing (NLP) provide us a new way of understanding semantics, by which we can deal with more challenging tasks such as automatic description generation from natural images.

Image Captioning

Text Generation Based on Generative Adversarial Nets with Latent Variable

1 code implementation1 Dec 2017 Heng Wang, Zengchang Qin, Tao Wan

We propose the VGAN model where the generative model is composed of recurrent neural network and VAE.

Language Modelling Text Generation

Generative Cooperative Net for Image Generation and Data Augmentation

no code implementations8 May 2017 Qiangeng Xu, Zengchang Qin, Tao Wan

In this paper, we explore a generative model for the task of generating unseen images with desired features.

Data Augmentation Image Generation

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