Simple is not Easy: A Simple Strong Baseline for TextVQA and TextCaps

Simple is not Easy: A Simple Strong Baseline for TextVQA and TextCaps

9 December 2020

Peng Wang

Qi Wu

Papers citing "Simple is not Easy: A Simple Strong Baseline for TextVQA and TextCaps"

19 / 19 papers shown

Title
Exploring Sparse Spatial Relation in Graph Inference for Text-Based VQA Sheng Zhou Dan Guo Jia Li Xun Yang M. Wang 16 5 0 13 Oct 2023
Image-Text Pre-Training for Logo Recognition Mark Hubenthal Suren Kumar VLM 32 3 0 18 Sep 2023
Locate Then Generate: Bridging Vision and Language with Bounding Box for Scene-Text VQA Yongxin Zhu Z. Liu Yukang Liang Xin Li Hao Liu Changcun Bao Linli Xu 18 6 0 04 Apr 2023
DEVICE: Depth and Visual Concepts Aware Transformer for OCR-based Image Captioning Dongsheng Xu Qingbao Huang Shuang Feng Yiru Cai Feng Shuang Yi Cai ViT VLM 20 1 0 03 Feb 2023
SceneGATE: Scene-Graph based co-Attention networks for TExt visual question answering Feiqi Cao Siwen Luo F. Núñez Zean Wen Josiah Poon Caren Han GNN 20 4 0 16 Dec 2022
Text-Aware Dual Routing Network for Visual Question Answering Luoqian Jiang Yifan He Jian Chen 16 0 0 17 Nov 2022
Toward 3D Spatial Reasoning for Human-like Text-based Visual Question Answering Hao Li Jinfa Huang Peng Jin Guoli Song Qi Wu Jie Chen 31 21 0 21 Sep 2022
MUST-VQA: MUltilingual Scene-text VQA Emanuele Vivoli Ali Furkan Biten Andrés Mafla Dimosthenis Karatzas Lluís Gómez 34 6 0 14 Sep 2022
TAG: Boosting Text-VQA via Text-aware Visual Question-answer Generation Jun Wang M. Gao Yuqian Hu Ramprasaath R. Selvaraju Chetan Ramaiah Ran Xu J. JáJá Larry S. Davis ViT 17 17 0 03 Aug 2022
One for All: One-stage Referring Expression Comprehension with Dynamic Reasoning Zhipeng Zhang Zhimin Wei Zhongzhen Huang Rui Niu Peng Wang ObjD LRM 9 9 0 31 Jul 2022
Towards Multimodal Vision-Language Models Generating Non-Generic Text Wes Robbins Zanyar Zohourianshahzadi Jugal Kalita 14 1 0 09 Jul 2022
ViSTA: Vision and Scene Text Aggregation for Cross-Modal Retrieval Mengjun Cheng Yipeng Sun Long Wang Xiongwei Zhu Kun Yao ... Guoli Song Junyu Han Jingtuo Liu Errui Ding Jingdong Wang 22 60 0 31 Mar 2022
Towards Escaping from Language Bias and OCR Error: Semantics-Centered Text Visual Question Answering Chengyang Fang Gangyan Zeng Yu Zhou Daiqing Wu Can Ma Dayong Hu Weiping Wang 4 8 0 24 Mar 2022
LaTr: Layout-Aware Transformer for Scene-Text VQA Ali Furkan Biten Ron Litman Yusheng Xie Srikar Appalaraju R. Manmatha ViT 26 100 0 23 Dec 2021
ICDAR 2021 Competition on Document VisualQuestion Answering Rubèn Pérez Tito Minesh Mathew C. V. Jawahar Ernest Valveny Dimosthenis Karatzas 32 23 0 10 Nov 2021
Localize, Group, and Select: Boosting Text-VQA by Scene Text Modeling Xiaopeng Lu Zhenhua Fan Yansen Wang Jean Oh Carolyn Rose 21 27 0 20 Aug 2021
Question-controlled Text-aware Image Captioning Anwen Hu Shizhe Chen Qin Jin 16 15 0 04 Aug 2021
From Show to Tell: A Survey on Deep Learning-based Image Captioning Matteo Stefanini Marcella Cornia Lorenzo Baraldi S. Cascianelli G. Fiameni Rita Cucchiara 3DV VLM MLLM 55 254 0 14 Jul 2021
COCO-Text: Dataset and Benchmark for Text Detection and Recognition in Natural Images Andreas Veit Tomas Matera Lukás Neumann Jirí Matas Serge J. Belongie 185 515 0 26 Jan 2016