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2004.07964
Cited By
Boxer: Interactive Comparison of Classifier Results
16 April 2020
Michael Gleicher
Aditya Barve
Xinyi Yu
Florian Heimerl
VLM
HAI
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Papers citing
"Boxer: Interactive Comparison of Classifier Results"
23 / 23 papers shown
DeepCAVE: A Visualization and Analysis Tool for Automated Machine Learning
Sarah Segel
Helena Graf
Edward Bergman
Kristina Thieme
Marcel Wever
Alexander Tornede
Frank Hutter
Marius Lindauer
163
2
0
01 Dec 2025
MLMC: Interactive multi-label multi-classifier evaluation without confusion matrices
Aleksandar Doknic
Torsten Moller
HAI
222
1
0
24 Jan 2025
AI-Spectra: A Visual Dashboard for Model Multiplicity to Enhance Informed and Transparent Decision-Making
Engineering Interactive Computing System (EICS), 2024
Gilles Eerlings
Sebe Vanbrabant
Jori Liesenborgs
Gustavo Rovelo Ruiz
Davy Vanacken
Kris Luyten
314
7
0
14 Nov 2024
Compress and Compare: Interactively Evaluating Efficiency and Behavior Across ML Model Compression Experiments
IEEE Transactions on Visualization and Computer Graphics (TVCG), 2024
Angie Boggust
Venkatesh Sivaraman
Yannick Assogba
Donghao Ren
Dominik Moritz
Fred Hohman
VLM
280
10
0
06 Aug 2024
LLM Comparator: Visual Analytics for Side-by-Side Evaluation of Large Language Models
Minsuk Kahng
Ian Tenney
Mahima Pushkarna
Michael Xieyang Liu
James Wexler
Emily Reif
Krystal Kallarackal
Minsuk Chang
Michael Terry
Lucas Dixon
338
41
0
16 Feb 2024
TRIVEA: Transparent Ranking Interpretation using Visual Explanation of Black-Box Algorithmic Rankers
The Visual Computer (TVC), 2023
Jun Yuan
Kaustav Bhattacharjee
A. Islam
Aritra Dasgupta
267
4
0
28 Aug 2023
Class-constrained t-SNE: Combining Data Features and Class Probabilities
IEEE Transactions on Visualization and Computer Graphics (TVCG), 2023
Linhao Meng
S. V. D. Elzen
Nicola Pezzotti
Anna Vilanova
284
26
0
26 Aug 2023
Are We Closing the Loop Yet? Gaps in the Generalizability of VIS4ML Research
IEEE Transactions on Visualization and Computer Graphics (TVCG), 2023
Hariharan Subramonyam
Jessica Hullman
VLM
HAI
216
14
0
10 Aug 2023
A Comparative Visual Analytics Framework for Evaluating Evolutionary Processes in Multi-objective Optimization
IEEE Transactions on Visualization and Computer Graphics (TVCG), 2023
Ya-Wen Huang
Zherui Zhang
Ao Jiao
Yuxin Ma
Ran Cheng
244
11
0
10 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
268
26
0
09 Aug 2023
VISPUR: Visual Aids for Identifying and Interpreting Spurious Associations in Data-Driven Decisions
IEEE Transactions on Visualization and Computer Graphics (TVCG), 2023
Xian Teng
Yongsu Ahn
Y. Lin
CML
309
6
0
26 Jul 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
261
43
0
15 Jul 2023
Calibrate: Interactive Analysis of Probabilistic Model Output
IEEE Transactions on Visualization and Computer Graphics (TVCG), 2022
Peter Xenopoulos
Joao Rulff
L. G. Nonato
Brian Barr
Claudio Silva
227
16
0
27 Jul 2022
Trinary Tools for Continuously Valued Binary Classifiers
Visual Informatics (VI), 2022
Michael Gleicher
Xinyi Yu
Yuheng Chen
127
1
0
18 Apr 2022
XAutoML: A Visual Analytics Tool for Understanding and Validating Automated Machine Learning
Marc-André Zöller
Waldemar Titov
T. Schlegel
Marco F. Huber
HAI
486
19
0
24 Feb 2022
IMACS: Image Model Attribution Comparison Summaries
E. Schoop
Benjamin D. Wedin
A. Kapishnikov
Tolga Bolukbasi
Michael Terry
FAtt
249
1
0
26 Jan 2022
Black-box Error Diagnosis in Deep Neural Networks for Computer Vision: a Survey of Tools
Piero Fraternali
Federico Milani
Rocio Nahime Torres
Niccolò Zangrando
AAML
471
14
0
17 Jan 2022
Visual Identification of Problematic Bias in Large Label Spaces
Alex Bauerle
Aybuke Turker
Ken Burke
Osman Aka
Timo Ropinski
Christina Greer
Mani Varadarajan
192
2
0
17 Jan 2022
VisRuler: Visual Analytics for Extracting Decision Rules from Bagged and Boosted Decision Trees
Angelos Chatzimparmpas
Rafael M. Martins
Andreas Kerren
727
18
0
01 Dec 2021
Productivity, Portability, Performance: Data-Centric Python
Yiheng Wang
Yao Zhang
Yanzhang Wang
Yan Wan
Jiao Wang
Zhongyuan Wu
Yuhao Yang
Bowen She
461
116
0
01 Jul 2021
A Survey of Visual Analytics Techniques for Machine Learning
Jun Yuan
Changjian Chen
Weikai Yang
Mengchen Liu
Jiazhi Xia
Shixia Liu
348
269
0
21 Aug 2020
Embedding Comparator: Visualizing Differences in Global Structure and Local Neighborhoods via Small Multiples
International Conference on Intelligent User Interfaces (IUI), 2019
Angie Boggust
Brandon Carter
Arvind Satyanarayan
361
76
0
10 Dec 2019
embComp: Visual Interactive Comparison of Vector Embeddings
IEEE Transactions on Visualization and Computer Graphics (IEEE TVCG), 2019
Florian Heimerl
Christoph Kralj
Torsten Moller
Michael Gleicher
329
41
0
05 Nov 2019
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