embComp: Visual Interactive Comparison of Vector Embeddings

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embComp: Visual Interactive Comparison of Vector Embeddings

5 November 2019

Florian Heimerl

Christoph Kralj

Michael Gleicher

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Papers citing "embComp: Visual Interactive Comparison of Vector Embeddings"

17 / 17 papers shown

Title
Harnessing the Universal Geometry of Embeddings Rishi Jha Collin Zhang Vitaly Shmatikov John X. Morris 81 4 0 18 May 2025
ModalChorus: Visual Probing and Alignment of Multi-modal Embeddings via Modal Fusion Map Yilin Ye Shishi Xiao Xingchen Zeng Wei Zeng 109 5 0 17 Jul 2024
Concept Lens: Visually Analyzing the Consistency of Semantic Manipulation in GANs S. Jeong Mingwei Li Matthew Berger Shusen Liu 116 0 0 28 Jun 2024
Enhancing Text Corpus Exploration with Post Hoc Explanations and Comparative Design Michael Gleicher Keaton Leppenan Yunyu Bai 63 0 0 14 Jun 2024
GNNAnatomy: Rethinking Model-Level Explanations for Graph Neural Networks Hsiao-Ying Lu Yiran Li Ujwal Pratap Krishna Kaluvakolanu Thyagarajan K. Ma 71 0 0 06 Jun 2024
EmbeddingTree: Hierarchical Exploration of Entity Features in Embedding Yan Zheng Junpeng Wang Chin-Chia Michael Yeh Yujie Fan Huiyuan Chen Liang Wang Wei Zhang 55 2 0 02 Aug 2023
Visual Analytics For Machine Learning: A Data Perspective Survey Junpeng Wang Shixia Liu Wei Zhang HAI 87 20 0 15 Jul 2023
WizMap: Scalable Interactive Visualization for Exploring Large Machine Learning Embeddings Zijie J. Wang Fred Hohman Duen Horng Chau 77 23 0 15 Jun 2023
Designing Feature Vector Representations: A case study from Chemistry S. S. Thygesen Daniel Witschard Andreas Kerren Talha Bin Masood Ingrid Hotz 103 0 0 07 Dec 2022
BiaScope: Visual Unfairness Diagnosis for Graph Embeddings Agapi Rissaki Bruno Scarone David Liu Aditeya Pandey Brennan Klein Tina Eliassi-Rad M. Borkin FaML 73 6 0 12 Oct 2022
Visual Comparison of Language Model Adaptation Rita Sevastjanova E. Cakmak Shauli Ravfogel Ryan Cotterell Mennatallah El-Assady VLM 94 16 0 17 Aug 2022
NOVA: A Practical Method for Creating Notebook-Ready Visual Analytics Zijie J. Wang David Munechika Seongmin Lee Duen Horng Chau GNN 95 10 0 08 May 2022
Emblaze: Illuminating Machine Learning Representations through Interactive Comparison of Embedding Spaces Venkatesh Sivaraman Yiwei Wu Adam Perer 72 22 0 05 Feb 2022
Visualizing Graph Neural Networks with CorGIE: Corresponding a Graph to Its Embedding Zipeng Liu Yangkun Wang J. Bernard T. Munzner 85 25 0 24 Jun 2021
Facilitating Machine Learning Model Comparison and Explanation Through A Radial Visualisation Jianlong Zhou Weidong Huang Fang Chen FAtt 42 7 0 15 Apr 2021
VERB: Visualizing and Interpreting Bias Mitigation Techniques for Word Representations Archit Rathore Sunipa Dev J. M. Phillips Vivek Srikumar Yan Zheng Chin-Chia Michael Yeh Junpeng Wang Wei Zhang Bei Wang 80 11 0 06 Apr 2021
Embedding Comparator: Visualizing Differences in Global Structure and Local Neighborhoods via Small Multiples Angie Boggust Brandon Carter Arvind Satyanarayan 81 65 0 10 Dec 2019