v1v2v3 (latest)

Competence-based Multimodal Curriculum Learning for Medical Report Generation

24 June 2022

Yuexian Zou

Papers citing "Competence-based Multimodal Curriculum Learning for Medical Report Generation"

47 / 47 papers shown

Title
GEMeX: A Large-Scale, Groundable, and Explainable Medical VQA Benchmark for Chest X-ray Diagnosis Bo Liu K. Zou Liming Zhan Zexin Lu Xiaoyu Dong Yidi Chen Chengqiang Xie Jiannong Cao Xiao-Ming Wu Huazhu Fu 184 2 0 25 Nov 2024
Prophet Attention: Predicting Attention with Future Attention for Image Captioning Fenglin Liu Xuancheng Ren Xian Wu Wei Fan Yuexian Zou Xu Sun 65 47 0 19 Oct 2022
AlignTransformer: Hierarchical Alignment of Visual Regions and Disease Tags for Medical Report Generation Di You Fenglin Liu Shen Ge Xiaoxia Xie Jing Zhang Xian Wu ViT MedIm 104 111 0 18 Mar 2022
Auto-Encoding Knowledge Graph for Unsupervised Medical Report Generation Fenglin Liu Chenyu You Xian Wu Shen Ge Sheng Wang Xu Sun MedIm 121 94 0 08 Nov 2021
Contrastive Attention for Automatic Chest X-ray Report Generation Fenglin Liu Changchang Yin Xian Wu Shen Ge Yuexian Zou Ping Zhang Yuexian Zou Xu Sun MedIm 66 151 0 13 Jun 2021
Exploring and Distilling Posterior and Prior Knowledge for Radiology Report Generation Fenglin Liu Xian Wu Shen Ge Wei Fan Yuexian Zou MedIm 85 258 0 13 Jun 2021
Dynamic Curriculum Learning for Low-Resource Neural Machine Translation Chen Xu Bojie Hu Yufan Jiang Kai Feng Zeyang Wang Shen Huang Qi Ju Tong Xiao Jingbo Zhu 62 22 0 30 Nov 2020
Generating Radiology Reports via Memory-driven Transformer Zhihong Chen Yan Song Tsung-Hui Chang Xiang Wan MedIm 72 481 0 30 Oct 2020
Improving Factual Completeness and Consistency of Image-to-Text Radiology Report Generation Yasuhide Miura Yuhao Zhang Emily Bao Tsai C. Langlotz Dan Jurafsky MedIm 219 158 0 20 Oct 2020
A Competence-aware Curriculum for Visual Concepts Learning via Question Answering Qing Li Siyuan Huang Yining Hong Song-Chun Zhu 96 29 0 03 Jul 2020
Norm-Based Curriculum Learning for Neural Machine Translation Xuebo Liu Houtim Lai Derek F. Wong Lidia S. Chao 52 120 0 03 Jun 2020
Show, Describe and Conclude: On Exploiting the Structure Information of Chest X-Ray Reports Baoyu Jing Zeya Wang Eric Xing 62 142 0 26 Apr 2020
Reinforced Curriculum Learning on Pre-trained Neural Machine Translation Models Mingjun Zhao Haijiang Wu Di Niu Xiaoli Wang 65 42 0 13 Apr 2020
X-Linear Attention Networks for Image Captioning Yingwei Pan Ting Yao Yehao Li Tao Mei 116 513 0 31 Mar 2020
Exploring and Distilling Cross-Modal Information for Image Captioning Fenglin Liu Xuancheng Ren Yuanxin Liu Kai Lei Xu Sun ViT 66 52 0 28 Feb 2020
When Radiology Report Generation Meets Knowledge Graph Yixiao Zhang Xiaosong Wang Ziyue Xu Qihang Yu Alan Yuille Daguang Xu MedIm 70 302 0 19 Feb 2020
Meshed-Memory Transformer for Image Captioning Marcella Cornia Matteo Stefanini Lorenzo Baraldi Rita Cucchiara 78 884 0 17 Dec 2019
Optimizing the Factual Correctness of a Summary: A Study of Summarizing Radiology Reports Yuhao Zhang Derek Merck E. Tsai Christopher D. Manning C. Langlotz MedIm HILM 77 186 0 06 Nov 2019
Addressing Data Bias Problems for Chest X-ray Image Report Generation Philipp Harzig Yan-Ying Chen Francine Chen Rainer Lienhart MedIm 42 52 0 06 Aug 2019
Automatic Radiology Report Generation based on Multi-view Image Fusion and Medical Concept Enrichment Jianbo Yuan Haofu Liao R. Luo Jiebo Luo MedIm 78 194 0 22 Jul 2019
Aligning Visual Regions and Textual Concepts for Semantic-Grounded Image Representations Fenglin Liu Yuanxin Liu Xuancheng Ren Xiaodong He Xu Sun VLM 59 82 0 15 May 2019
Clinically Accurate Chest X-Ray Report Generation Guanxiong Liu T. Hsu Matthew B. A. McDermott Willie Boag W. Weng Peter Szolovits Marzyeh Ghassemi MedIm 100 277 0 04 Apr 2019
Knowledge-driven Encode, Retrieve, Paraphrase for Medical Image Report Generation Yuan Li Xiaodan Liang Zhiting Hu Eric Xing MedIm 57 272 0 25 Mar 2019
Competence-based Curriculum Learning for Neural Machine Translation Emmanouil Antonios Platanios Otilia Stretcu Graham Neubig Barnabás Póczós Tom Michael Mitchell 89 344 0 23 Mar 2019
Reinforcement Learning based Curriculum Optimization for Neural Machine Translation Manish Kumar George F. Foster Colin Cherry M. Krikun 67 73 0 28 Feb 2019
MIMIC-CXR-JPG, a large publicly available database of labeled chest radiographs Alistair E. W. Johnson Tom Pollard Nathaniel R. Greenbaum M. Lungren Chih-ying Deng Yifan Peng Zhiyong Lu R. Mark Seth Berkowitz Steven Horng MedIm 98 820 0 21 Jan 2019
CheXpert: A Large Chest Radiograph Dataset with Uncertainty Labels and Expert Comparison Jeremy Irvin Pranav Rajpurkar M. Ko Yifan Yu Silviana Ciurea-Ilcus ... D. Larson C. Langlotz Bhavik Patel M. Lungren A. Ng 116 2,601 0 21 Jan 2019
Dynamic Curriculum Learning for Imbalanced Data Classification Yiru Wang Weihao Gan Jie Yang Wei Wu Junjie Yan 78 222 0 21 Jan 2019
An Empirical Exploration of Curriculum Learning for Neural Machine Translation Xuan Zhang Manish Kumar Huda Khayrallah Kenton W. Murray Jeremy Gwinnup Marianna J. Martindale Paul McNamee Kevin Duh Marine Carpuat ODL 73 112 0 02 Nov 2018
simNet: Stepwise Image-Topic Merging Network for Generating Detailed and Comprehensive Image Captions Fenglin Liu Xuancheng Ren Yuanxin Liu Houfeng Wang Xu Sun 113 66 0 27 Aug 2018
Hybrid Retrieval-Generation Reinforced Agent for Medical Image Report Generation Yuan Li Xiaodan Liang Zhiting Hu Eric Xing MedIm 52 335 0 21 May 2018
Curriculum Learning by Transfer Learning: Theory and Experiments with Deep Networks D. Weinshall Gad Cohen Dan Amir ODL 47 245 0 11 Feb 2018
TieNet: Text-Image Embedding Network for Common Thorax Disease Classification and Reporting in Chest X-rays Xiaosong Wang Yifan Peng Le Lu Zhiyong Lu Ronald M. Summers MedIm 68 468 0 12 Jan 2018
On the Automatic Generation of Medical Imaging Reports Baoyu Jing P. Xie Eric Xing MedIm 88 515 0 22 Nov 2017
Curriculum Learning and Minibatch Bucketing in Neural Machine Translation Tom Kocmi Ondrej Bojar 54 141 0 29 Jul 2017
Attention Is All You Need Ashish Vaswani Noam M. Shazeer Niki Parmar Jakob Uszkoreit Llion Jones Aidan Gomez Lukasz Kaiser Illia Polosukhin 3DV 786 132,363 0 12 Jun 2017
Recurrent Topic-Transition GAN for Visual Paragraph Generation Xiaodan Liang Zhiting Hu Huatian Zhang Chuang Gan Eric Xing GAN 76 202 0 21 Mar 2017
Knowing When to Look: Adaptive Attention via A Visual Sentinel for Image Captioning Jiasen Lu Caiming Xiong Devi Parikh R. Socher 130 1,454 0 06 Dec 2016
Self-critical Sequence Training for Image Captioning Steven J. Rennie E. Marcheret Youssef Mroueh Jerret Ross Vaibhava Goel 109 1,890 0 02 Dec 2016
A Hierarchical Approach for Generating Descriptive Image Paragraphs J. Krause Justin Johnson Ranjay Krishna Li Fei-Fei VLM 95 378 0 20 Nov 2016
Learning to Read Chest X-Rays: Recurrent Neural Cascade Model for Automated Image Annotation Hoo-Chang Shin Kirk Roberts Le Lu Dina Demner-Fushman Jianhua Yao Ronald M. Summers 62 349 0 28 Mar 2016
Deep Residual Learning for Image Recognition Kaiming He Xinming Zhang Shaoqing Ren Jian Sun MedIm 2.2K 194,426 0 10 Dec 2015
Video Paragraph Captioning Using Hierarchical Recurrent Neural Networks Haonan Yu Jiang Wang Zhiheng Huang Yi Yang Wenyuan Xu 90 560 0 26 Oct 2015
Microsoft COCO Captions: Data Collection and Evaluation Server Xinlei Chen Hao Fang Nayeon Lee Ramakrishna Vedantam Saurabh Gupta Piotr Dollar C. L. Zitnick 224 2,493 0 01 Apr 2015
Show, Attend and Tell: Neural Image Caption Generation with Visual Attention Ke Xu Jimmy Ba Ryan Kiros Kyunghyun Cho Aaron Courville Ruslan Salakhutdinov R. Zemel Yoshua Bengio DiffM 350 10,079 0 10 Feb 2015
Adam: A Method for Stochastic Optimization Diederik P. Kingma Jimmy Ba ODL 2.1K 150,312 0 22 Dec 2014
Show and Tell: A Neural Image Caption Generator Oriol Vinyals Alexander Toshev Samy Bengio D. Erhan 3DV 260 6,035 0 17 Nov 2014