Sequence-to-Sequence Contrastive Learning for Text Recognition

20 December 2020

Papers citing "Sequence-to-Sequence Contrastive Learning for Text Recognition"

27 / 27 papers shown

Title
Joint Low-level and High-level Textual Representation Learning with Multiple Masking Strategies Zhengmi Tang Yuto Mitsui Tomo Miyazaki S. Omachi 34 0 0 11 May 2025
First-place Solution for Streetscape Shop Sign Recognition Competition Bin Wang Li Jing 186 0 0 06 Jan 2025
Instruction-Guided Scene Text Recognition Yongkun Du Z. Chen Yuchen Su Caiyan Jia Yu-Gang Jiang 75 3 0 03 Jan 2025
VL-Reader: Vision and Language Reconstructor is an Effective Scene Text Recognizer Humen Zhong Zhibo Yang Zhaohai Li Peng Wang Jun Tang Wenqing Cheng Cong Yao 23 1 0 18 Sep 2024
Contrastive Learning with Synthetic Positives Dewen Zeng Yawen Wu Xinrong Hu Xiaowei Xu Yiyu Shi SyDa SSL 54 1 0 30 Aug 2024
Sequential Contrastive Audio-Visual Learning Ioannis Tsiamas Santiago Pascual Chunghsin Yeh Joan Serrà 44 2 0 08 Jul 2024
Spatial Context-based Self-Supervised Learning for Handwritten Text Recognition Carlos Peñarrubia Carlos Garrido-Munoz J. J. Valero-Mas Jorge Calvo-Zaragoza 37 1 0 17 Apr 2024
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 34 3 0 21 Sep 2023
Visual Information Extraction in the Wild: Practical Dataset and End-to-end Solution Jianfeng Kuang Wei Hua Dingkang Liang Mingkun Yang Deqiang Jiang Bo Ren Xiang Bai 27 39 0 12 May 2023
Scene Text Recognition with Image-Text Matching-guided Dictionary Jiajun Wei Hongjian Zhan X. Tu Yue Lu Umapada Pal VLM 17 0 0 08 May 2023
Efficient OCR for Building a Diverse Digital History Jacob Carlson Tom Bryan Melissa Dell 31 11 0 05 Apr 2023
Evaluating Synthetic Pre-Training for Handwriting Processing Tasks Vittorio Pippi S. Cascianelli Lorenzo Baraldi Rita Cucchiara 28 5 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 23 3 0 06 Mar 2023
Out-of-Vocabulary Challenge Report Sergi Garcia-Bordils Andrés Mafla Ali Furkan Biten Oren Nuriel Aviad Aberdam Shai Mazor Ron Litman Dimosthenis Karatzas 14 16 0 14 Sep 2022
Vision-Language Adaptive Mutual Decoder for OOV-STR Jinshui Hu Chenyu Liu Qiandong Yan Xuyang Zhu Jiajia Wu Feng Yu Bing Yin VLM 32 0 0 02 Sep 2022
Boosting Modern and Historical Handwritten Text Recognition with Deformable Convolutions S. Cascianelli Marcella Cornia Lorenzo Baraldi Rita Cucchiara 27 22 0 17 Aug 2022
SGBANet: Semantic GAN and Balanced Attention Network for Arbitrarily Oriented Scene Text Recognition Dajian Zhong Shujing Lyu P. Shivakumara Bing Yin Jiajia Wu Umapada Pal Yue Lu 32 20 0 21 Jul 2022
Reading and Writing: Discriminative and Generative Modeling for Self-Supervised Text Recognition Mingkun Yang Minghui Liao Pu Lu Jing Wang Shenggao Zhu Hualin Luo Qingzhen Tian X. Bai SSL 33 55 0 01 Jul 2022
Multimodal Semi-Supervised Learning for Text Recognition Aviad Aberdam Roy Ganz Shai Mazor Ron Litman VLM 24 19 0 08 May 2022
Dual Temperature Helps Contrastive Learning Without Many Negative Samples: Towards Understanding and Simplifying MoCo Chaoning Zhang Kang Zhang T. Pham Axi Niu Zhinan Qiao Chang D. Yoo In So Kweon 24 54 0 30 Mar 2022
SimAN: Exploring Self-Supervised Representation Learning of Scene Text via Similarity-Aware Normalization Canjie Luo Lianwen Jin Jingdong Chen SSL AI4TS 22 29 0 20 Mar 2022
OCR-IDL: OCR Annotations for Industry Document Library Dataset Ali Furkan Biten Rubèn Pérez Tito Lluís Gómez Ernest Valveny Dimosthenis Karatzas 25 26 0 25 Feb 2022
LaTr: Layout-Aware Transformer for Scene-Text VQA Ali Furkan Biten Ron Litman Yusheng Xie Srikar Appalaraju R. Manmatha ViT 32 100 0 23 Dec 2021
Visual-Semantic Transformer for Scene Text Recognition Xin Tang Yongquan Lai Ying Liu Yuanyuan Fu Rui Fang ViT 26 8 0 02 Dec 2021
Data Augmentation for Scene Text Recognition Rowel Atienza 31 19 0 16 Aug 2021
Self-supervised Co-training for Video Representation Learning Tengda Han Weidi Xie Andrew Zisserman SSL 215 309 0 19 Oct 2020
Improved Baselines with Momentum Contrastive Learning Xinlei Chen Haoqi Fan Ross B. Girshick Kaiming He SSL 279 3,375 0 09 Mar 2020