Foundation Models Meet Visualizations: Challenges and Opportunities

9 October 2023

Papers citing "Foundation Models Meet Visualizations: Challenges and Opportunities"

29 / 29 papers shown

Title
InterChat: Enhancing Generative Visual Analytics using Multimodal Interactions Juntong Chen Jiang Wu Jiajing Guo V. Mohanty Xueming Li Jorge Henrique Piazentin Ono Wenbin He Liu Ren Dongyu Liu MLLM 81 2 0 06 Mar 2025
Data Playwright: Authoring Data Videos with Annotated Narration Leixian Shen Haotian Li Yun Wang Tianqi Luo Yuyu Luo Huamin Qu VGen 32 12 0 04 Oct 2024
Structural-Entropy-Based Sample Selection for Efficient and Effective Learning Tianchi Xie Jiangning Zhu Guozu Ma Minzhi Lin Wei Chen Weikai Yang Shixia Liu 30 0 0 03 Oct 2024
ReorderBench: A Benchmark for Matrix Reordering Jiangning Zhu Zheng Wang Zhiyang Shen Lai Wei Fengyuan Tian Mengchen Liu Shixia Liu 35 0 0 22 Aug 2024
FEDMEKI: A Benchmark for Scaling Medical Foundation Models via Federated Knowledge Injection Jiaqi Wang Xiaochen Wang Lingjuan Lyu Jinghui Chen Fenglong Ma 82 5 0 17 Aug 2024
Dynamic Color Assignment for Hierarchical Data Jiashu Chen Weikai Yang Zelin Jia Lanxi Xiao Shixia Liu 31 3 0 20 Jul 2024
ModalChorus: Visual Probing and Alignment of Multi-modal Embeddings via Modal Fusion Map Yilin Ye Shishi Xiao Xingchen Zeng Wei Zeng 46 3 0 17 Jul 2024
Visualization Literacy of Multimodal Large Language Models: A Comparative Study Zhimin Li Haichao Miao Valerio Pascucci Shusen Liu 48 4 0 24 Jun 2024
POEM: Interactive Prompt Optimization for Enhancing Multimodal Reasoning of Large Language Models Jianben He Xingbo Wang Shiyi Liu Guande Wu Claudio Silva Huamin Qu LRM 37 2 0 06 Jun 2024
InsigHTable: Insight-driven Hierarchical Table Visualization with Reinforcement Learning Guozheng Li Peng He Xinyu Wang Runfei Li Chi Harold Liu Chuangxin Ou Dong He Guoren Wang 46 1 0 27 May 2024
Navigating the Future of Federated Recommendation Systems with Foundation Models Zhiwei Li Guodong Long Chunxu Zhang Honglei Zhang Jing Jiang Chengqi Zhang 117 0 0 12 May 2024
Generative AI for Visualization: State of the Art and Future Directions Yilin Ye Jianing Hao Yihan Hou Zhan Wang Shishi Xiao Yuyu Luo Wei Zeng 42 39 0 28 Apr 2024
From Pixels to Insights: A Survey on Automatic Chart Understanding in the Era of Large Foundation Models Kung-Hsiang Huang Hou Pong Chan Yi R. Fung Haoyi Qiu Mingyang Zhou Chenyu You Shih-Fu Chang Chenhui Xu AI4TS 66 18 0 18 Mar 2024
Visualization Generation with Large Language Models: An Evaluation Guozheng Li Xinyu Wang Gerile Aodeng Shunyuan Zheng Yu Zhang Chuangxin Ou Song Wang Chi Harold Liu 26 27 0 20 Jan 2024
AttributionScanner: A Visual Analytics System for Model Validation with Metadata-Free Slice Finding Xiwei Xuan Jorge Henrique Piazentin Ono Liang Gou Kwan-Liu Ma Liu Ren 56 1 0 12 Jan 2024
Enhancing Single-Frame Supervision for Better Temporal Action Localization Changjian Chen Jiashu Chen Weikai Yang Haoze Wang Johannes Knittel Xibin Zhao Steffen Koch Thomas Ertl Shixia Liu 30 3 0 08 Dec 2023
Interactive Reweighting for Mitigating Label Quality Issues Weikai Yang Yukai Guo Jing Wu Zheng Wang Lan-Zhe Guo Yu-Feng Li Shixia Liu 36 6 0 08 Dec 2023
Visual Analytics For Machine Learning: A Data Perspective Survey Junpeng Wang Shixia Liu Wei Zhang HAI 32 17 0 15 Jul 2023
Let the Chart Spark: Embedding Semantic Context into Chart with Text-to-Image Generative Model Shishi Xiao Suizi Huang Yue Lin Yilin Ye Weizhen Zeng 41 30 0 28 Apr 2023
Towards an Understanding and Explanation for Mixed-Initiative Artificial Scientific Text Detection Luoxuan Weng Minfeng Zhu Kamkwai Wong Siyi Liu Jiashun Sun Hang Zhu Dongming Han Wei Chen DeLMO 24 8 0 11 Apr 2023
Generative Agents: Interactive Simulacra of Human Behavior J. Park Joseph C. O'Brien Carrie J. Cai Meredith Ringel Morris Percy Liang Michael S. Bernstein LM&Ro AI4CE 232 1,754 0 07 Apr 2023
Learnware: Small Models Do Big Zhi-Hua Zhou Zhi-Hao Tan 31 23 0 07 Oct 2022
Sporthesia: Augmenting Sports Videos Using Natural Language Zhutian Chen Qisen Yang Xiao Xie Johanna Beyer Haijun Xia Yingnian Wu Hanspeter Pfister DiffM 46 37 0 07 Sep 2022
Training language models to follow instructions with human feedback Long Ouyang Jeff Wu Xu Jiang Diogo Almeida Carroll L. Wainwright ... Amanda Askell Peter Welinder Paul Christiano Jan Leike Ryan J. Lowe OSLM ALM 339 12,003 0 04 Mar 2022
Chain-of-Thought Prompting Elicits Reasoning in Large Language Models Jason W. Wei Xuezhi Wang Dale Schuurmans Maarten Bosma Brian Ichter F. Xia Ed H. Chi Quoc Le Denny Zhou LM&Ro LRM AI4CE ReLM 398 8,559 0 28 Jan 2022
SQRQuerier: A Visual Querying Framework for Cross-national Survey Data Recycling Yamei Tu Olga Li Junpeng Wang Han-Wei Shen Przemek Powałko Irina Tomescu-Dubrow K. Slomczynski Spyros Blanas J. Jenkins 32 3 0 25 Jan 2022
VitaLITy: Promoting Serendipitous Discovery of Academic Literature with Transformers & Visual Analytics Arpit Narechania Alireza Karduni Ryan Wesslen Emily Wall 51 25 0 07 Aug 2021
Diagnosing Concept Drift with Visual Analytics Weikai Yang Zhuguo Li Mengchen Liu Yafeng Lu Kelei Cao Ross Maciejewski Shixia Liu 47 33 0 28 Jul 2020
Analyzing the Noise Robustness of Deep Neural Networks Kelei Cao Mengchen Liu Hang Su Jing Wu Jun Zhu Shixia Liu AAML 60 89 0 26 Jan 2020