Romain Giot
Université de Bordeaux
H-index: 22
Europe-France
Top articles of Romain Giot
Title | Journal | Author(s) | Publication Date |
|---|---|---|---|
Computation of Pixel-Oriented Grid Layout for 2D Datasets Using VRGrid | Adrien Halnaut Romain Giot Romain Bourqui David Auber | 2024/4/25 | |
Relative Confusion Matrix: An Efficient Visualization for the Comparison of Classification Models | Luc Etienne Pommé Romain Bourqui Romain Giot David Auber | 2024/4/25 | |
Un (petit) pas vers l’explicabilité de l’intelligence artificielle | Romain Giot | 2024/2/8 | |
Overlap Removal by Stochastic Gradient Descent with (out) Shape Awareness | IEEE Transactions on Visualization and Computer Graphics | Loann Giovannangeli Frederic Lalanne Romain Giot Romain Bourqui | 2024/1/9 |
On the stability, correctness and plausibility of visual explanation methods based on feature importance | Romain Xu-Darme Jenny Benois-Pineau Romain Giot Georges Quénot Zakaria Chihani | 2023/9/20 | |
H²O: Heatmap by Hierarchical Occlusion | Luc-Etienne Pommé Romain Bourqui Romain Giot | 2023/9/20 | |
NetPrune: A sparklines visualization for network pruning | Visual Informatics | Luc-Etienne Pommé Romain Bourqui Romain Giot Jason Vallet David Auber | 2023/6/1 |
State of the art of visual analytics for explainable deep learning | Biagio La Rosa Graziano Blasilli Romain Bourqui David Auber Giuseppe Santucci | 2023/2 | |
Explicabilité de l'IA | Romain Giot | 2023/12/11 | |
Compact visualization of DNN classification performances for interpretation and improvement | Adrien Halnaut Romain Giot Romain Bourqui David Auber | 2023/1/1 | |
Guaranteed Visibility in Scatterplots with Tolerance | IEEE Transactions on Visualization and Computer Graphics | Loann Giovannangeli Frederic Lalanne Romain Giot Romain Bourqui | 2023/10/23 |
VRGrid: Efficient transformation of 2d data into pixel grid layout | Adrien Halnaut Romain Giot Romain Bourqui David Auber | 2022/7/19 | |
Evaluation of Explanation Methods of AI--CNNs in Image Classification Tasks with Reference-based and No-reference Metrics | arXiv preprint arXiv:2212.01222 | Alexey Zhukov Jenny Benois-Pineau Romain Giot | 2022/12/2 |
Multi layered feature explanation method for convolutional neural networks | Luca Bourroux Jenny Benois-Pineau Romain Bourqui Romain Giot | 2022/6/1 | |
Toward Efficient Deep Learning for Graph Drawing (DL4GD) | IEEE Transactions on Visualization and Computer Graphics | Loann Giovannangeli Frederic Lalanne David Auber Romain Giot Romain Bourqui | 2022/11/15 |
Color and shape efficiency for outlier detection from automated to user evaluation | Visual Informatics | Loann Giovannangeli Romain Bourqui Romain Giot David Auber | 2022/6/1 |
FORBID: Fast Overlap Removal By stochastic gradIent Descent for Graph Drawing | Loann Giovannangeli Frederic Lalanne Romain Giot Romain Bourqui | 2022/9/13 | |
Graph-Based Analysis of Hierarchical Embedding Generated by Deep Neural Network | Korlan Rysbayeva Romain Giot Nicholas Journet | 2022/8/21 | |
Relative confusion matrix: efficient comparison of decision models | Luc-Etienne Pommé Romain Bourqui Romain Giot David Auber | 2022/7/19 | |
Impacts of the Numbers of Colors and Shapes on Outlier Detection: from Automated to User Evaluation | arXiv preprint arXiv:2103.06084 | Loann Giovannangeli Romain Giot David Auber Romain Bourqui | 2021/3/10 |
Co-Authors
