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CLIP4STR: A Simple Baseline for Scene Text Recognition with Pre-trained Vision-Language Model

23 May 2023

Papers citing "CLIP4STR: A Simple Baseline for Scene Text Recognition with Pre-trained Vision-Language Model"

50 / 57 papers shown

Title
AS3D: 2D-Assisted Cross-Modal Understanding with Semantic-Spatial Scene Graphs for 3D Visual Grounding Feng Xiao Hongbin Xu Guocan Zhao Wenxiong Kang 214 0 0 07 May 2025
Scene Text Recognition Models Explainability Using Local Features M. Ty Rowel Atienza 63 1 0 14 Oct 2023
Data Filtering Networks Alex Fang Albin Madappally Jose Amit Jain Ludwig Schmidt Alexander Toshev Vaishaal Shankar CLIP 96 144 0 29 Sep 2023
LISTER: Neighbor Decoding for Length-Insensitive Scene Text Recognition Changxu Cheng Peng Wang Cheng Da Qi Zheng Cong Yao 73 15 0 24 Aug 2023
LAION-5B: An open large-scale dataset for training next generation image-text models Christoph Schuhmann Romain Beaumont Richard Vencu Cade Gordon Ross Wightman ... Srivatsa Kundurthy Katherine Crowson Ludwig Schmidt R. Kaczmarczyk J. Jitsev VLM MLLM CLIP 200 3,493 0 16 Oct 2022
Scene Text Recognition with Permuted Autoregressive Sequence Models Darwin Bautista Rowel Atienza 102 173 0 14 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 98 59 0 01 Jul 2022
LST: Ladder Side-Tuning for Parameter and Memory Efficient Transfer Learning Yi-Lin Sung Jaemin Cho Joey Tianyi Zhou VLM 97 244 0 13 Jun 2022
CoCa: Contrastive Captioners are Image-Text Foundation Models Jiahui Yu Zirui Wang Vijay Vasudevan Legg Yeung Mojtaba Seyedhosseini Yonghui Wu VLM CLIP OffRL 169 1,307 0 04 May 2022
Flamingo: a Visual Language Model for Few-Shot Learning Jean-Baptiste Alayrac Jeff Donahue Pauline Luc Antoine Miech Iain Barr ... Mikolaj Binkowski Ricardo Barreira Oriol Vinyals Andrew Zisserman Karen Simonyan MLLM VLM 418 3,602 0 29 Apr 2022
ReCLIP: A Strong Zero-Shot Baseline for Referring Expression Comprehension Sanjay Subramanian William Merrill Trevor Darrell Matt Gardner Sameer Singh Anna Rohrbach ObjD 105 128 0 12 Apr 2022
CLIP Models are Few-shot Learners: Empirical Studies on VQA and Visual Entailment Haoyu Song Li Dong Weinan Zhang Ting Liu Furu Wei VLM CLIP 81 139 0 14 Mar 2022
OFA: Unifying Architectures, Tasks, and Modalities Through a Simple Sequence-to-Sequence Learning Framework Peng Wang An Yang Rui Men Junyang Lin Shuai Bai Zhikang Li Jianxin Ma Chang Zhou Jingren Zhou Hongxia Yang MLLM ObjD 154 880 0 07 Feb 2022
Language-driven Semantic Segmentation Boyi Li Kilian Q. Weinberger Serge Belongie V. Koltun René Ranftl VLM 124 625 0 10 Jan 2022
VL-Adapter: Parameter-Efficient Transfer Learning for Vision-and-Language Tasks Yi-Lin Sung Jaemin Cho Joey Tianyi Zhou VLM VPVLM 112 356 0 13 Dec 2021
Florence: A New Foundation Model for Computer Vision Lu Yuan Dongdong Chen Yi-Ling Chen Noel Codella Xiyang Dai ... Zhen Xiao Jianwei Yang Michael Zeng Luowei Zhou Pengchuan Zhang VLM 141 908 0 22 Nov 2021
FILIP: Fine-grained Interactive Language-Image Pre-Training Lewei Yao Runhu Huang Lu Hou Guansong Lu Minzhe Niu Hang Xu Xiaodan Liang Zhenguo Li Xin Jiang Chunjing Xu VLM CLIP 108 642 0 09 Nov 2021
Towards artificial general intelligence via a multimodal foundation model Nanyi Fei Zhiwu Lu Yizhao Gao Guoxing Yang Yuqi Huo ... Ruihua Song Xin Gao Tao Xiang Haoran Sun Jiling Wen AI4CE LRM 84 227 0 27 Oct 2021
Supervision Exists Everywhere: A Data Efficient Contrastive Language-Image Pre-training Paradigm Yangguang Li Feng Liang Lichen Zhao Yufeng Cui Wanli Ouyang Jing Shao F. Yu Junjie Yan VLM CLIP 152 458 0 11 Oct 2021
CLIP-Adapter: Better Vision-Language Models with Feature Adapters Peng Gao Shijie Geng Renrui Zhang Teli Ma Rongyao Fang Yongfeng Zhang Hongsheng Li Yu Qiao VLM CLIP 309 1,045 0 09 Oct 2021
DiffusionCLIP: Text-Guided Diffusion Models for Robust Image Manipulation Gwanghyun Kim Taesung Kwon Jong Chul Ye DiffM 200 655 0 06 Oct 2021
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 240 370 0 21 Sep 2021
Learning to Prompt for Vision-Language Models Kaiyang Zhou Jingkang Yang Chen Change Loy Ziwei Liu VPVLM CLIP VLM 505 2,409 0 02 Sep 2021
From Two to One: A New Scene Text Recognizer with Visual Language Modeling Network Yuxin Wang Hongtao Xie Shancheng Fang Jing Wang Shenggao Zhu Yongdong Zhang VLM 85 154 0 22 Aug 2021
Align before Fuse: Vision and Language Representation Learning with Momentum Distillation Junnan Li Ramprasaath R. Selvaraju Akhilesh Deepak Gotmare Shafiq Joty Caiming Xiong Guosheng Lin FaML 221 1,972 0 16 Jul 2021
How Much Can CLIP Benefit Vision-and-Language Tasks? Sheng Shen Liunian Harold Li Hao Tan Joey Tianyi Zhou Anna Rohrbach Kai-Wei Chang Z. Yao Kurt Keutzer CLIP VLM MLLM 257 410 0 13 Jul 2021
Open Images V5 Text Annotation and Yet Another Mask Text Spotter Ilya Krylov S. Nosov V. Sovrasov VLM 68 54 0 23 Jun 2021
BEiT: BERT Pre-Training of Image Transformers Hangbo Bao Li Dong Songhao Piao Furu Wei ViT 289 2,841 0 15 Jun 2021
Representation and Correlation Enhanced Encoder-Decoder Framework for Scene Text Recognition Meng Cui Wei Wang Jinjin Zhang Liang Wang 3DV 76 12 0 13 Jun 2021
TextOCR: Towards large-scale end-to-end reasoning for arbitrary-shaped scene text Amanpreet Singh Guan Pang Mandy Toh Jing Huang Wojciech Galuba Tal Hassner 64 174 0 12 May 2021
ImageNet-21K Pretraining for the Masses T. Ridnik Emanuel Ben-Baruch Asaf Noy Lihi Zelnik-Manor SSeg VLM CLIP 324 711 0 22 Apr 2021
CLIPScore: A Reference-free Evaluation Metric for Image Captioning Jack Hessel Ari Holtzman Maxwell Forbes Ronan Le Bras Yejin Choi CLIP 153 1,584 0 18 Apr 2021
StyleCLIP: Text-Driven Manipulation of StyleGAN Imagery Or Patashnik Zongze Wu Eli Shechtman Daniel Cohen-Or Dani Lischinski CLIP VLM 129 1,209 0 31 Mar 2021
Read Like Humans: Autonomous, Bidirectional and Iterative Language Modeling for Scene Text Recognition Shancheng Fang Hongtao Xie Yuxin Wang Zhendong Mao Yongdong Zhang 78 306 0 11 Mar 2021
Scaling Up Visual and Vision-Language Representation Learning With Noisy Text Supervision Chao Jia Yinfei Yang Ye Xia Yi-Ting Chen Zarana Parekh Hieu H. Pham Quoc V. Le Yun-hsuan Sung Zhen Li Tom Duerig VLM CLIP 459 3,893 0 11 Feb 2021
ViLT: Vision-and-Language Transformer Without Convolution or Region Supervision Wonjae Kim Bokyung Son Ildoo Kim VLM CLIP 131 1,757 0 05 Feb 2021
SEED: Semantics Enhanced Encoder-Decoder Framework for Scene Text Recognition Zhi Qiao Yu Zhou Dongbao Yang Yucan Zhou Weiping Wang 71 228 0 22 May 2020
Towards Accurate Scene Text Recognition with Semantic Reasoning Networks Deli Yu Xuan Li Chengquan Zhang Junyu Han Jingtuo Liu Errui Ding 95 287 0 27 Mar 2020
TextScanner: Reading Characters in Order for Robust Scene Text Recognition Zhaoyi Wan Minghang He Haoran Chen X. Bai Cong Yao 67 139 0 28 Dec 2019
ICDAR 2019 Robust Reading Challenge on Reading Chinese Text on Signboard Xi Liu Rui Zhang Yongsheng Zhou Qianyi Jiang Qi Song ... X. Bai Baoguang Shi Dimosthenis Karatzas Shijian Lu C. V. Jawahar 3DV 52 160 0 20 Dec 2019
RandAugment: Practical automated data augmentation with a reduced search space E. D. Cubuk Barret Zoph Jonathon Shlens Quoc V. Le MQ 258 3,502 0 30 Sep 2019
ICDAR 2019 Competition on Large-scale Street View Text with Partial Labeling -- RRC-LSVT Yipeng Sun Zihan Ni Chee-Kheng Chng Yuliang Liu Canjie Luo ... Errui Ding Jingtuo Liu Dimosthenis Karatzas Chee Seng Chan Lianwen Jin 3DV 100 158 0 17 Sep 2019
ICDAR2019 Robust Reading Challenge on Arbitrary-Shaped Text (RRC-ArT) Chee-Kheng Chng Yuliang Liu Yipeng Sun Chun Chet Ng Canjie Luo ... Errui Ding Jingtuo Liu Dimosthenis Karatzas Chee Seng Chan Lianwen Jin 3DV 92 215 0 16 Sep 2019
RoBERTa: A Robustly Optimized BERT Pretraining Approach Yinhan Liu Myle Ott Naman Goyal Jingfei Du Mandar Joshi Danqi Chen Omer Levy M. Lewis Luke Zettlemoyer Veselin Stoyanov AIMat 677 24,541 0 26 Jul 2019
ICDAR2019 Robust Reading Challenge on Multi-lingual Scene Text Detection and Recognition -- RRC-MLT-2019 Nibal Nayef Yash J. Patel M. Busta Pinaki Nath Chowdhury Dimosthenis Karatzas ... Jirí Matas Umapada Pal J. Burie Cheng-Lin Liu J. Ogier 3DV 78 251 0 01 Jul 2019
Scene Text Detection and Recognition: The Deep Learning Era Shangbang Long Xin He Cong Yao VLM 113 398 0 10 Nov 2018
Ray: A Distributed Framework for Emerging AI Applications Philipp Moritz Robert Nishihara Stephanie Wang Alexey Tumanov Richard Liaw ... Melih Elibol Zongheng Yang William Paul Michael I. Jordan Ion Stoica GNN 107 1,267 0 16 Dec 2017
Focusing Attention: Towards Accurate Text Recognition in Natural Images Zhanzhan Cheng Fan Bai Yunlu Xu Gang Zheng Shiliang Pu Shuigeng Zhou 56 449 0 07 Sep 2017
Accurate, Large Minibatch SGD: Training ImageNet in 1 Hour Priya Goyal Piotr Dollár Ross B. Girshick P. Noordhuis Lukasz Wesolowski Aapo Kyrola Andrew Tulloch Yangqing Jia Kaiming He 3DH 128 3,685 0 08 Jun 2017
Grad-CAM: Visual Explanations from Deep Networks via Gradient-based Localization Ramprasaath R. Selvaraju Michael Cogswell Abhishek Das Ramakrishna Vedantam Devi Parikh Dhruv Batra FAtt 325 20,086 0 07 Oct 2016