LaTr: Layout-Aware Transformer for Scene-Text VQA

LaTr: Layout-Aware Transformer for Scene-Text VQA

23 December 2021

Ali Furkan Biten

Srikar Appalaraju

Papers citing "LaTr: Layout-Aware Transformer for Scene-Text VQA"

17 / 17 papers shown

Title
Baichuan-Omni-1.5 Technical Report Yadong Li J. Liu Tao Zhang Tao Zhang S. Chen ... Jianhua Xu Haoze Sun Mingan Lin Zenan Zhou Weipeng Chen AuLLM 67 10 0 28 Jan 2025
ViTextVQA: A Large-Scale Visual Question Answering Dataset for Evaluating Vietnamese Text Comprehension in Images Quan Van Nguyen Dan Quang Tran Huy Quang Pham Thang Kien-Bao Nguyen Nghia Hieu Nguyen Kiet Van Nguyen N. Nguyen CoGe 35 3 0 16 Apr 2024
Enhancing Vision-Language Pre-training with Rich Supervisions Yuan Gao Kunyu Shi Pengkai Zhu Edouard Belval Oren Nuriel Srikar Appalaraju Shabnam Ghadar Vijay Mahadevan Zhuowen Tu Stefano Soatto VLM CLIP 62 11 0 05 Mar 2024
SAIR: Learning Semantic-aware Implicit Representation Canyu Zhang Xiaoguang Li Qing-Wu Guo Song Wang 15 3 0 13 Oct 2023
SCOB: Universal Text Understanding via Character-wise Supervised Contrastive Learning with Online Text Rendering for Bridging Domain Gap Daehee Kim Yoon Kim Donghyun Kim Yumin Lim Geewook Kim Taeho Kil 21 3 0 21 Sep 2023
PaLI-X: On Scaling up a Multilingual Vision and Language Model Xi Chen Josip Djolonga Piotr Padlewski Basil Mustafa Soravit Changpinyo ... Mojtaba Seyedhosseini A. Angelova Xiaohua Zhai N. Houlsby Radu Soricut VLM 33 186 0 29 May 2023
Visual Question Answering: A Survey on Techniques and Common Trends in Recent Literature Ana Claudia Akemi Matsuki de Faria Felype de Castro Bastos Jose Victor Nogueira Alves da Silva Vitor Lopes Fabris Valeska Uchôa Décio Gonccalves de Aguiar Neto C. F. G. Santos 25 22 0 18 May 2023
ChartReader: A Unified Framework for Chart Derendering and Comprehension without Heuristic Rules Zhi-Qi Cheng Qianwen Dai Siyao Li Jingdong Sun Teruko Mitamura Alexander G. Hauptmann 16 21 0 05 Apr 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 16 6 0 04 Apr 2023
ST-KeyS: Self-Supervised Transformer for Keyword Spotting in Historical Handwritten Documents Sana Khamekhem Jemni Sourour Ammar Mohamed Ali Souibgui Yousri Kessentini A. Cheddad 15 3 0 06 Mar 2023
Prophet: Prompting Large Language Models with Complementary Answer Heuristics for Knowledge-based Visual Question Answering Zhou Yu Xuecheng Ouyang Zhenwei Shao Mei Wang Jun Yu MLLM 86 11 0 03 Mar 2023
YORO -- Lightweight End to End Visual Grounding Chih-Hui Ho Srikar Appalaraju Bhavan A. Jasani R. Manmatha Nuno Vasconcelos ObjD 21 21 0 15 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 27 20 0 21 Sep 2022
DocSegTr: An Instance-Level End-to-End Document Image Segmentation Transformer Sanket Biswas Ayan Banerjee Josep Lladós Umapada Pal ViT 9 23 0 27 Jan 2022
LayoutLMv2: Multi-modal Pre-training for Visually-Rich Document Understanding Yang Xu Yiheng Xu Tengchao Lv Lei Cui Furu Wei ... D. Florêncio Cha Zhang Wanxiang Che Min Zhang Lidong Zhou ViT MLLM 137 492 0 29 Dec 2020
Unified Vision-Language Pre-Training for Image Captioning and VQA Luowei Zhou Hamid Palangi Lei Zhang Houdong Hu Jason J. Corso Jianfeng Gao MLLM VLM 250 922 0 24 Sep 2019
COCO-Text: Dataset and Benchmark for Text Detection and Recognition in Natural Images Andreas Veit Tomas Matera Lukás Neumann Jirí Matas Serge J. Belongie 175 515 0 26 Jan 2016