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Min Zhang
214 publications
Qiang Liu
190 publications
Ting Liu
188 publications
Furu Wei
184 publications
Wanli Ouyang
169 publications
Weinan Zhang
146 publications
Xu Sun
140 publications
Ming Zhou
107 publications
Lin Yang
100 publications
Yu Wu
98 publications
Junjie Yan
96 publications

∙ 09/20/2023

Kosmos-2.5: A Multimodal Literate Model

We present Kosmos-2.5, a multimodal literate model for machine reading o...

0 Tengchao Lv, et al. ∙

∙ 02/27/2023

Language Is Not All You Need: Aligning Perception with Language Models

A big convergence of language, multimodal perception, action, and world ...

0 Shaohan Huang, et al. ∙

∙ 10/07/2022

Neighbor Regularized Bayesian Optimization for Hyperparameter Optimization

Bayesian Optimization (BO) is a common solution to search optimal hyperp...

0 Lei Cui, et al. ∙

∙ 10/06/2022

XDoc: Unified Pre-training for Cross-Format Document Understanding

The surge of pre-training has witnessed the rapid development of documen...

0 Jingye Chen, et al. ∙

∙ 09/05/2022

ADTR: Anomaly Detection Transformer with Feature Reconstruction

Anomaly detection with only prior knowledge from normal samples attracts...

57 Zhiyuan You, et al. ∙

∙ 06/08/2022

A Unified Model for Multi-class Anomaly Detection

Despite the rapid advance of unsupervised anomaly detection, existing me...

15 Zhiyuan You, et al. ∙

∙ 05/05/2022

Invariant Content Synergistic Learning for Domain Generalization of Medical Image Segmentation

While achieving remarkable success for medical image segmentation, deep ...

5 Yuxin Kang, et al. ∙

∙ 04/18/2022

LayoutLMv3: Pre-training for Document AI with Unified Text and Image Masking

Self-supervised pre-training techniques have achieved remarkable progres...

0 Yupan Huang, et al. ∙

∙ 03/04/2022

DiT: Self-supervised Pre-training for Document Image Transformer

Image Transformer has recently achieved significant progress for natural...

6 Junlong Li, et al. ∙

∙ 01/22/2022

Iterative Correlation-based Feature Refinement for Few-shot Counting

Few-shot counting aims to count objects of any class in an image given o...

11 Zhiyuan You, et al. ∙

∙ 11/16/2021

Document AI: Benchmarks, Models and Applications

Document AI, or Document Intelligence, is a relatively new research topi...

0 Lei Cui, et al. ∙

∙ 10/16/2021

MarkupLM: Pre-training of Text and Markup Language for Visually-rich Document Understanding

Multimodal pre-training with text, layout, and image has made significan...

0 Junlong Li, et al. ∙

∙ 09/21/2021

TrOCR: Transformer-based Optical Character Recognition with Pre-trained Models

Text recognition is a long-standing research problem for document digita...

0 Minghao Li, et al. ∙

∙ 08/26/2021

LayoutReader: Pre-training of Text and Layout for Reading Order Detection

Reading order detection is the cornerstone to understanding visually-ric...

0 Zilong Wang, et al. ∙

∙ 06/10/2021

VT-SSum: A Benchmark Dataset for Video Transcript Segmentation and Summarization

Video transcript summarization is a fundamental task for video understan...

0 Tengchao Lv, et al. ∙

∙ 05/28/2021

AutoSampling: Search for Effective Data Sampling Schedules

Data sampling acts as a pivotal role in training deep learning models. H...

0 Ming Sun, et al. ∙

∙ 04/18/2021

LayoutXLM: Multimodal Pre-training for Multilingual Visually-rich Document Understanding

Multimodal pre-training with text, layout, and image has achieved SOTA p...

0 Yiheng Xu, et al. ∙

∙ 12/29/2020

LayoutLMv2: Multi-modal Pre-training for Visually-Rich Document Understanding

Pre-training of text and layout has proved effective in a variety of vis...

0 Yang Xu, et al. ∙

∙ 06/01/2020

DocBank: A Benchmark Dataset for Document Layout Analysis

Document layout analysis usually relies on computer vision models to und...

0 Minghao Li, et al. ∙

∙ 02/07/2020

Multimodal Matching Transformer for Live Commenting

Automatic live commenting aims to provide real-time comments on videos f...

0 Chaoqun Duan, et al. ∙

∙ 12/31/2019

LayoutLM: Pre-training of Text and Layout for Document Image Understanding

Pre-training techniques have been verified successfully in a variety of ...

0 Yiheng Xu, et al. ∙

∙ 12/17/2019

Cross-Modality Attention with Semantic Graph Embedding for Multi-Label Classification

Multi-label image and video classification are fundamental yet challengi...

0 Renchun You, et al. ∙

∙ 03/05/2019

TableBank: Table Benchmark for Image-based Table Detection and Recognition

We present TableBank, a new image-based table detection and recognition ...

0 Minghao Li, et al. ∙

∙ 09/13/2018

Unsupervised Machine Commenting with Neural Variational Topic Model

Article comments can provide supplementary opinions and facts for reader...

0 Shuming Ma, et al. ∙

∙ 09/13/2018

LiveBot: Generating Live Video Comments Based on Visual and Textual Contexts

We introduce the task of automatic live commenting. Live commenting, whi...

0 Shuming Ma, et al. ∙

∙ 09/12/2018

Neural Melody Composition from Lyrics

In this paper, we study a novel task that learns to compose music from n...

4 Hangbo Bao, et al. ∙

∙ 09/12/2018

Retrieval-Enhanced Adversarial Training for Neural Response Generation

Dialogue systems are usually built on either generation-based or retriev...

0 Qingfu Zhu, et al. ∙

∙ 05/11/2018

Neural Open Information Extraction

Conventional Open Information Extraction (Open IE) systems are usually b...

0 Lei Cui, et al. ∙

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