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2002.03103
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OoDAnalyzer: Interactive Analysis of Out-of-Distribution Samples
IEEE Transactions on Visualization and Computer Graphics (TVCG), 2020
8 February 2020
Changjian Chen
Jun Yuan
Yafeng Lu
Yang Liu
Hang Su
Songtao Yuan
Shixia Liu
OODD
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Papers citing
"OoDAnalyzer: Interactive Analysis of Out-of-Distribution Samples"
36 / 36 papers shown
VisMoDAl: Visual Analytics for Evaluating and Improving Corruption Robustness of Vision-Language Models
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"A 6 or a 9?": Ensemble Learning Through the Multiplicity of Performant Models and Explanations
ACM Transactions on Knowledge Discovery from Data (TKDD), 2025
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InfoChartQA: A Benchmark for Multimodal Question Answering on Infographic Charts
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Tianchi Xie
Mengchen Liu
Yilin Ye
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629
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25 May 2025
A Multimedia Analytics Model for the Foundation Model Era
Marcel Worring
Jan Zahálka
Stef van den Elzen
M. T. Fischer
Daniel A. Keim
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iGAiVA: Integrated Generative AI and Visual Analytics in a Machine Learning Workflow for Text Classification
Yuanzhe Jin
Adrian Carrasco-Revilla
Min Chen
VLM
517
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24 Sep 2024
Dynamic Color Assignment for Hierarchical Data
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Weikai Yang
Zelin Jia
Lanxi Xiao
Shixia Liu
586
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20 Jul 2024
ViSTooth: A Visualization Framework for Tooth Segmentation on Panoramic Radiograph
Journal of Vision (JOV), 2024
Shenji Zhu
Miaoxin Hu
Tianya Pan
Yue Hong
Bin Li
Zhiguang Zhou
Ting Xu
250
2
0
14 May 2024
GenLens: A Systematic Evaluation of Visual GenAI Model Outputs
IEEE Pacific Visualization Symposium (PacificVis), 2024
Tica Lin
Hanspeter Pfister
Jui-Hsien Wang
ELM
312
1
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06 Feb 2024
AttributionScanner: A Visual Analytics System for Model Validation with Metadata-Free Slice Finding
IEEE Transactions on Visualization and Computer Graphics (TVCG), 2024
Xiwei Xuan
Jorge Henrique Piazentin Ono
Liang Gou
Kwan-Liu Ma
Liu Ren
414
9
0
12 Jan 2024
Towards Explainable Artificial Intelligence (XAI): A Data Mining Perspective
Haoyi Xiong
Xuhong Li
Xiaofei Zhang
Jiamin Chen
Xinhao Sun
Yuchen Li
Zeyi Sun
Jundong Li
XAI
430
15
0
09 Jan 2024
Enhancing Single-Frame Supervision for Better Temporal Action Localization
IEEE Transactions on Visualization and Computer Graphics (TVCG), 2023
Changjian Chen
Jiashu Chen
Weikai Yang
Haoze Wang
Johannes Knittel
Xibin Zhao
Steffen Koch
Thomas Ertl
Shixia Liu
315
9
0
08 Dec 2023
Interactive Reweighting for Mitigating Label Quality Issues
IEEE Transactions on Visualization and Computer Graphics (TVCG), 2023
Weikai Yang
Yukai Guo
Jing Wu
Zheng Wang
Lan-Zhe Guo
Yu-Feng Li
Shixia Liu
256
15
0
08 Dec 2023
Foundation Models Meet Visualizations: Challenges and Opportunities
Computational Visual Media (CVM), 2023
Weikai Yang
Mengchen Liu
Zheng Wang
Shixia Liu
348
69
0
09 Oct 2023
BI-LAVA: Biocuration with Hierarchical Image Labeling through Active Learning and Visual Analysis
J. Trelles
A. Wentzel
William Berrios
G. Marai
VLM
203
1
0
15 Aug 2023
A Unified Interactive Model Evaluation for Classification, Object Detection, and Instance Segmentation in Computer Vision
IEEE Transactions on Visualization and Computer Graphics (TVCG), 2023
Changjian Chen
Yukai Guo
Fengyuan Tian
Siyi Liu
Weikai Yang
Zhao-Ming Wang
Jing Wu
Hang Su
Hanspeter Pfister
Shixia Liu
271
27
0
09 Aug 2023
ScatterUQ: Interactive Uncertainty Visualizations for Multiclass Deep Learning Problems
Visual .. (VISUAL), 2023
Harry Li
Steven Jorgensen
J. Holodnak
Allan B. Wollaber
OOD
UQCV
237
5
0
08 Aug 2023
Cluster-Aware Grid Layout
IEEE Transactions on Visualization and Computer Graphics (TVCG), 2023
Yuxing Zhou
Weikai Yang
Jiashu Chen
Changjian Chen
Z. Shen
Xiaonan Luo
Lingyun Yu
Shixia Liu
199
14
0
07 Aug 2023
VideoPro: A Visual Analytics Approach for Interactive Video Programming
IEEE Transactions on Visualization and Computer Graphics (TVCG), 2023
Jianben He
Xingbo Wang
Kamkwai Wong
Xijie Huang
Changjian Chen
Zixin Chen
Fengjie Wang
Min Zhu
Huamin Qu
255
17
0
01 Aug 2023
Visual Analytics For Machine Learning: A Data Perspective Survey
IEEE Transactions on Visualization and Computer Graphics (TVCG), 2023
Junpeng Wang
Shixia Liu
Wei Zhang
HAI
269
44
0
15 Jul 2023
ESCAPE: Countering Systematic Errors from Machine's Blind Spots via Interactive Visual Analysis
International Conference on Human Factors in Computing Systems (CHI), 2023
Yongsu Ahn
Y. Lin
Panpan Xu
Zeng Dai
AAML
HAI
292
13
0
16 Mar 2023
DeepLens: Interactive Out-of-distribution Data Detection in NLP Models
International Conference on Human Factors in Computing Systems (CHI), 2023
D. Song
Zhijie Wang
Yuheng Huang
Lei Ma
Tianyi Zhang
262
11
0
02 Mar 2023
Dual Space Coupling Model Guided Overlap-Free Scatterplot
IEEE Transactions on Visualization and Computer Graphics (TVCG), 2022
Zeyu Li
Ruizhi Shi
Wenshu Fan
Shizhuo Long
Ziheng Guo
Shichao Jia
Jiawan Zhang
148
9
0
20 Aug 2022
Visual Analysis of Neural Architecture Spaces for Summarizing Design Principles
IEEE Transactions on Visualization and Computer Graphics (TVCG), 2022
Jun Yuan
Mengchen Liu
Fengyuan Tian
Shixia Liu
277
15
0
20 Aug 2022
ShortcutLens: A Visual Analytics Approach for Exploring Shortcuts in Natural Language Understanding Dataset
IEEE Transactions on Visualization and Computer Graphics (TVCG), 2022
Zhihua Jin
Xingbo Wang
Furui Cheng
Chunhui Sun
Qun Liu
Huamin Qu
248
12
0
17 Aug 2022
Diagnosing Ensemble Few-Shot Classifiers
IEEE Transactions on Visualization and Computer Graphics (TVCG), 2022
Weikai Yang
Xi Ye
Xingxing Zhang
Lanxi Xiao
Jiazhi Xia
Zhongyuan Wang
Jun Zhu
Hanspeter Pfister
Shixia Liu
202
25
0
09 Jun 2022
DendroMap: Visual Exploration of Large-Scale Image Datasets for Machine Learning with Treemaps
IEEE Transactions on Visualization and Computer Graphics (TVCG), 2022
Donald Bertucci
M. Hamid
Yashwanthi Anand
Anita Ruangrotsakun
Delyar Tabatabai
Melissa Perez
Minsuk Kahng
297
38
0
14 May 2022
Exploring How Anomalous Model Input and Output Alerts Affect Decision-Making in Healthcare
Marissa Radensky
Dustin Burson
Rajya Bhaiya
Daniel S. Weld
205
0
0
27 Apr 2022
A Unified Study of Machine Learning Explanation Evaluation Metrics
Yipei Wang
Xiaoqian Wang
XAI
206
8
0
27 Mar 2022
Symphony: Composing Interactive Interfaces for Machine Learning
International Conference on Human Factors in Computing Systems (CHI), 2022
Alex Bäuerle
Ángel Alexander Cabrera
Fred Hohman
Megan Maher Welsh
David Koski
Xavier Suau
Titus Barik
Dominik Moritz
211
61
0
18 Feb 2022
Contrastive Identification of Covariate Shift in Image Data
Matthew Lyle Olson
Thu Nguyen
Gaurav Dixit
Neale Ratzlaff
Weng-Keen Wong
Minsuk Kahng
OOD
269
11
0
18 Aug 2021
Neural Mean Discrepancy for Efficient Out-of-Distribution Detection
Computer Vision and Pattern Recognition (CVPR), 2021
Xin Dong
Junfeng Guo
Ang Li
W. Ting
Cong Liu
H. T. Kung
OODD
465
71
0
23 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
193
14
0
06 Apr 2021
A Survey of Visual Analytics Techniques for Machine Learning
Jun Yuan
Changjian Chen
Weikai Yang
Mengchen Liu
Jiazhi Xia
Shixia Liu
348
271
0
21 Aug 2020
SMAP: A Joint Dimensionality Reduction Scheme for Secure Multi-Party Visualization
IEEE Conference on Visual Analytics Science and Technology (VAST), 2020
Jiazhi Xia
Tianxiang Chen
Lei Zhang
Wei Chen
Yang Chen
X. Zhang
C. Xie
Tobias Schreck
298
11
0
30 Jul 2020
Visual Analysis of Discrimination in Machine Learning
IEEE Transactions on Visualization and Computer Graphics (TVCG), 2020
Qianwen Wang
Zhen Xu
Zhutian Chen
Yong Wang
Shixia Liu
Huamin Qu
FaML
292
48
0
30 Jul 2020
Diagnosing Concept Drift with Visual Analytics
IEEE Conference on Visual Analytics Science and Technology (VAST), 2020
Weikai Yang
Zhuguo Li
Mengchen Liu
Yafeng Lu
Kelei Cao
Ross Maciejewski
Shixia Liu
356
45
0
28 Jul 2020
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