Search Results for author: Tianyang Zhan

Found 3 papers, 2 papers with code

Sequence-to-Sequence Pre-training with Unified Modality Masking for Visual Document Understanding

no code implementations16 May 2023 Shuwei Feng, Tianyang Zhan, Zhanming Jie, Trung Quoc Luong, Xiaoran Jin

This paper presents GenDoc, a general sequence-to-sequence document understanding model pre-trained with unified masking across three modalities: text, image, and layout.

document understanding Optical Character Recognition (OCR) +1

Variational Autoencoder with Disentanglement Priors for Low-Resource Task-Specific Natural Language Generation

1 code implementation27 Feb 2022 Zhuang Li, Lizhen Qu, Qiongkai Xu, Tongtong Wu, Tianyang Zhan, Gholamreza Haffari

In this paper, we propose a variational autoencoder with disentanglement priors, VAE-DPRIOR, for task-specific natural language generation with none or a handful of task-specific labeled examples.

Data Augmentation Disentanglement +3

A Framework for Deep Constrained Clustering

1 code implementation7 Jan 2021 Hongjing Zhang, Tianyang Zhan, Sugato Basu, Ian Davidson

A fundamental strength of deep learning is its flexibility, and here we explore a deep learning framework for constrained clustering and in particular explore how it can extend the field of constrained clustering.

Constrained Clustering

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