Localize, Group, and Select: Boosting Text-VQA by Scene Text Modeling

20 August 2021

Xiaopeng Lu

Zhenhua Fan

Yansen Wang

Jean Oh

Carolyn Rose

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Papers citing "Localize, Group, and Select: Boosting Text-VQA by Scene Text Modeling"

23 / 23 papers shown

Title
Simple is not Easy: A Simple Strong Baseline for TextVQA and TextCaps Qi Zhu Chenyu Gao Peng Wang Qi Wu 75 54 0 09 Dec 2020
TAP: Text-Aware Pre-training for Text-VQA and Text-Caption Zhengyuan Yang Yijuan Lu Jianfeng Wang Xi Yin D. Florêncio Lijuan Wang Cha Zhang Lei Zhang Jiebo Luo VLM 99 144 0 08 Dec 2020
Finding the Evidence: Localization-aware Answer Prediction for Text Visual Question Answering Wei Han Hantao Huang Tao Han 52 51 0 06 Oct 2020
Spatially Aware Multimodal Transformers for TextVQA Yash Kant Dhruv Batra Peter Anderson Alex Schwing Devi Parikh Jiasen Lu Harsh Agrawal 84 86 0 23 Jul 2020
Structured Multimodal Attentions for TextVQA Chenyu Gao Qi Zhu Peng Wang Hui Li Yuliang Liu Anton Van Den Hengel Qi Wu 78 59 0 01 Jun 2020
Oscar: Object-Semantics Aligned Pre-training for Vision-Language Tasks Xiujun Li Xi Yin Chunyuan Li Pengchuan Zhang Xiaowei Hu ... Houdong Hu Li Dong Furu Wei Yejin Choi Jianfeng Gao VLM 144 1,947 0 13 Apr 2020
Multi-Modal Graph Neural Network for Joint Reasoning on Vision and Scene Text Difei Gao Ke Li Ruiping Wang Shiguang Shan Xilin Chen 78 113 0 31 Mar 2020
TextCaps: a Dataset for Image Captioning with Reading Comprehension Oleksii Sidorov Ronghang Hu Marcus Rohrbach Amanpreet Singh 90 418 0 24 Mar 2020
On the General Value of Evidence, and Bilingual Scene-Text Visual Question Answering Xinyu Wang Yuliang Liu Chunhua Shen Chun Chet Ng Canjie Luo Lianwen Jin C. Chan Anton Van Den Hengel Liangwei Wang 96 97 0 24 Feb 2020
Iterative Answer Prediction with Pointer-Augmented Multimodal Transformers for TextVQA Ronghang Hu Amanpreet Singh Trevor Darrell Marcus Rohrbach 91 197 0 14 Nov 2019
Rosetta: Large scale system for text detection and recognition in images Fedor Borisyuk Albert Gordo V. Sivakumar 83 300 0 11 Oct 2019
Scene Text Visual Question Answering Ali Furkan Biten Rubèn Pérez Tito Andrés Mafla Lluís Gómez Marçal Rusiñol Ernest Valveny C. V. Jawahar Dimosthenis Karatzas 114 360 0 31 May 2019
Towards VQA Models That Can Read Amanpreet Singh Vivek Natarajan Meet Shah Yu Jiang Xinlei Chen Dhruv Batra Devi Parikh Marcus Rohrbach EgoV 116 1,255 0 18 Apr 2019
Words Can Shift: Dynamically Adjusting Word Representations Using Nonverbal Behaviors Yansen Wang Ying Shen Zhun Liu Paul Pu Liang Amir Zadeh Louis-Philippe Morency 82 403 0 23 Nov 2018
BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding Jacob Devlin Ming-Wei Chang Kenton Lee Kristina Toutanova VLM SSL SSeg 1.8K 95,229 0 11 Oct 2018
Pythia v0.1: the Winning Entry to the VQA Challenge 2018 Yu Jiang Vivek Natarajan Xinlei Chen Marcus Rohrbach Dhruv Batra Devi Parikh VLM 78 203 0 26 Jul 2018
VizWiz Grand Challenge: Answering Visual Questions from Blind People Danna Gurari Qing Li Abigale Stangl Anhong Guo Chi Lin Kristen Grauman Jiebo Luo Jeffrey P. Bigham CoGe 118 862 0 22 Feb 2018
DVQA: Understanding Data Visualizations via Question Answering Kushal Kafle Brian L. Price Scott D. Cohen Christopher Kanan AIMat 85 397 0 24 Jan 2018
A Diagram Is Worth A Dozen Images Aniruddha Kembhavi M. Salvato Eric Kolve Minjoon Seo Hannaneh Hajishirzi Ali Farhadi 3DV 97 505 0 24 Mar 2016
Visual Genome: Connecting Language and Vision Using Crowdsourced Dense Image Annotations Ranjay Krishna Yuke Zhu Oliver Groth Justin Johnson Kenji Hata ... Yannis Kalantidis Li Li David A. Shamma Michael S. Bernstein Fei-Fei Li 234 5,765 0 23 Feb 2016
COCO-Text: Dataset and Benchmark for Text Detection and Recognition in Natural Images Andreas Veit Tomas Matera Lukás Neumann Jirí Matas Serge J. Belongie 281 530 0 26 Jan 2016
Pointer Networks Oriol Vinyals Meire Fortunato Navdeep Jaitly 143 3,062 0 09 Jun 2015
Faster R-CNN: Towards Real-Time Object Detection with Region Proposal Networks Shaoqing Ren Kaiming He Ross B. Girshick Jian Sun AIMat ObjD 533 62,409 0 04 Jun 2015