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Fine-tuning Is a Surprisingly Effective Domain Adaptation Baseline in Handwriting Recognition

13 February 2023

Papers citing "Fine-tuning Is a Surprisingly Effective Domain Adaptation Baseline in Handwriting Recognition"

24 / 24 papers shown

Title
Practical Fine-Tuning of Autoregressive Models on Limited Handwritten Texts Jan Kohút Michal Hradiš 113 0 0 25 Mar 2025
Handwritten Text Recognition: A Survey Carlos Garrido-Munoz Antonio Ríos-Vila Jorge Calvo-Zaragoza 126 0 0 12 Feb 2025
LoRA Land: 310 Fine-tuned LLMs that Rival GPT-4, A Technical Report Justin Zhao Timothy Wang Wael Abid Geoffrey Angus Arnav Garg Jeffery Kinnison Alex Sherstinsky Piero Molino Travis Addair Devvret Rishi ALM 95 33 0 29 Apr 2024
Towards Writing Style Adaptation in Handwriting Recognition Jan Kohút Michal Hradiš M. Kišš AI4TS 114 4 0 13 Feb 2023
SoftCTC -- Semi-Supervised Learning for Text Recognition using Soft Pseudo-Labels M. Kišš Michal Hradiš Karel Beneš Petr Buchal Michal Kula 79 4 0 05 Dec 2022
Self-Training of Handwritten Word Recognition for Synthetic-to-Real Adaptation Fabian Wolf G. Fink 77 5 0 07 Jun 2022
Multimodal Semi-Supervised Learning for Text Recognition Aviad Aberdam Roy Ganz Shai Mazor Ron Litman VLM 82 19 0 08 May 2022
Open Source Handwritten Text Recognition on Medieval Manuscripts using Mixed Models and Document-Specific Finetuning Christian Reul Stefan Tomasek Florian Langhanki U. Springmann 49 6 0 19 Jan 2022
TrOCR: Transformer-based Optical Character Recognition with Pre-trained Models Minghao Li Tengchao Lv Jingye Chen Lei Cui Yijuan Lu D. Florêncio Cha Zhang Zhoujun Li Furu Wei ViT 240 372 0 21 Sep 2021
Mixed Model OCR Training on Historical Latin Script for Out-of-the-Box Recognition and Finetuning Christian Reul C. Wick Maximilian Nöth Andre Büttner Maximilian Wehner U. Springmann 36 8 0 15 Jun 2021
AT-ST: Self-Training Adaptation Strategy for OCR in Domains with Limited Transcriptions M. Kišš Karel Beneš Michal Hradiš 90 13 0 27 Apr 2021
Rethinking Text Line Recognition Models Daniel Hernandez Diaz Siyang Qin R. Ingle Yasuhisa Fujii Alessandro Bissacco VLM 73 52 0 15 Apr 2021
MetaHTR: Towards Writer-Adaptive Handwritten Text Recognition A. Bhunia S. Ghose Amandeep Kumar Pinaki Nath Chowdhury Aneeshan Sain Yi-Zhe Song 95 31 0 05 Apr 2021
TS-Net: OCR Trained to Switch Between Text Transcription Styles Janina Kohut Michal Hradiš AI4TS 57 9 0 09 Mar 2021
Boosting offline handwritten text recognition in historical documents with few labeled lines J. C. Aradillas J. J. Murillo-Fuentes Pablo Martínez Olmos 86 25 0 04 Dec 2020
Pay Attention to What You Read: Non-recurrent Handwritten Text-Line Recognition Lei Kang Pau Riba Marccal Rusinol Alicia Fornés M. Villegas 62 127 0 26 May 2020
Speaker Adaptation for Attention-Based End-to-End Speech Recognition Zhong Meng Yashesh Gaur Jinyu Li Jiawei Liu 45 38 0 09 Nov 2019
Adversarial Speaker Adaptation Zhong Meng Jinyu Li Jiawei Liu 35 37 0 29 Apr 2019
Evaluating Sequence-to-Sequence Models for Handwritten Text Recognition Johannes Michael R. Labahn Tobias Grüning Jochen Zöllner 145 114 0 18 Mar 2019
An Efficient End-to-End Neural Model for Handwritten Text Recognition Arindam Chowdhury Lovekesh Vig 59 80 0 20 Jul 2018
Attention Is All You Need Ashish Vaswani Noam M. Shazeer Niki Parmar Jakob Uszkoreit Llion Jones Aidan Gomez Lukasz Kaiser Illia Polosukhin 3DV 792 132,454 0 12 Jun 2017
An End-to-End Trainable Neural Network for Image-based Sequence Recognition and Its Application to Scene Text Recognition Baoguang Shi X. Bai Cong Yao VLM 215 2,490 0 21 Jul 2015
Adam: A Method for Stochastic Optimization Diederik P. Kingma Jimmy Ba ODL 2.1K 150,364 0 22 Dec 2014
Very Deep Convolutional Networks for Large-Scale Image Recognition Karen Simonyan Andrew Zisserman FAtt MDE 1.7K 100,529 0 04 Sep 2014