AltChart: Enhancing VLM-based Chart Summarization Through Multi-Pretext
Tasks

AltChart: Enhancing VLM-based Chart Summarization Through Multi-Pretext Tasks

22 May 2024

Rainer Stiefelhagen

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Papers citing "AltChart: Enhancing VLM-based Chart Summarization Through Multi-Pretext Tasks"

15 / 15 papers shown

Title
Chart4Blind: An Intelligent Interface for Chart Accessibility Conversion Omar Moured Morris Baumgarten-Egemole Alina Roitberg Karin Muller Thorsten Schwarz Rainer Stiefelhagen 77 9 0 11 Mar 2024
ChartAssisstant: A Universal Chart Multimodal Language Model via Chart-to-Table Pre-training and Multitask Instruction Tuning Fanqing Meng Wenqi Shao Quanfeng Lu Peng Gao Kaipeng Zhang Yu Qiao Ping Luo 65 55 0 04 Jan 2024
UniChart: A Universal Vision-language Pretrained Model for Chart Comprehension and Reasoning Ahmed Masry P. Kavehzadeh Do Xuan Long Enamul Hoque Shafiq Joty LRM 61 111 0 24 May 2023
Going Beyond Nouns With Vision & Language Models Using Synthetic Data Paola Cascante-Bonilla Khaled Shehada James Smith Sivan Doveh Donghyun Kim ... Gül Varol A. Oliva Vicente Ordonez Rogerio Feris Leonid Karlinsky VLM SyDa 87 42 0 30 Mar 2023
Self-Supervised Learning for Videos: A Survey Madeline Chantry Schiappa Yogesh S Rawat M. Shah SSL 103 135 0 18 Jun 2022
ChartQA: A Benchmark for Question Answering about Charts with Visual and Logical Reasoning Ahmed Masry Do Xuan Long J. Tan Shafiq Joty Enamul Hoque AIMat 134 684 0 19 Mar 2022
BLIP: Bootstrapping Language-Image Pre-training for Unified Vision-Language Understanding and Generation Junnan Li Dongxu Li Caiming Xiong Guosheng Lin MLLM BDL VLM CLIP 555 4,409 0 28 Jan 2022
AutoChart: A Dataset for Chart-to-Text Generation Task Jiawen Zhu Jinye Ran Roy Ka-wei Lee Kenny Choo Zhi Li 50 17 0 16 Aug 2021
A Survey on Contrastive Self-supervised Learning Ashish Jaiswal Ashwin Ramesh Babu Mohammad Zaki Zadeh Debapriya Banerjee F. Makedon SSL 129 1,398 0 31 Oct 2020
Self-Supervised Learning of Pretext-Invariant Representations Ishan Misra Laurens van der Maaten SSL VLM 108 1,458 0 04 Dec 2019
Exploring the Limits of Transfer Learning with a Unified Text-to-Text Transformer Colin Raffel Noam M. Shazeer Adam Roberts Katherine Lee Sharan Narang Michael Matena Yanqi Zhou Wei Li Peter J. Liu AIMat 477 20,317 0 23 Oct 2019
A Call for Clarity in Reporting BLEU Scores Matt Post 179 2,996 0 23 Apr 2018
Unsupervised Representation Learning by Predicting Image Rotations Spyros Gidaris Praveer Singh N. Komodakis OOD SSL DRL 264 3,298 0 21 Mar 2018
Unsupervised Learning of Visual Representations by Solving Jigsaw Puzzles M. Noroozi Paolo Favaro SSL 177 2,985 0 30 Mar 2016
Faster R-CNN: Towards Real-Time Object Detection with Region Proposal Networks Shaoqing Ren Kaiming He Ross B. Girshick Jian Sun AIMat ObjD 528 62,377 0 04 Jun 2015

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