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ORCID2nd XAI4CV 2023: Vancouver, BC, Canada
- The 2nd Explainable AI for Computer Vision Workshop, XAI4CV 2023, Workshop at CVPR 2023, Vancouver, BC, Canada , June 19, 2023, Proceedings. 2023
- Chul Gwon, Steven C. Howell:
ODSmoothGrad: Generating Saliency Maps for Object Detectors. 3686-3690 - Romain Xu-Darme, Georges Quénot, Zakaria Chihani, Marie-Christine Rousset:
Sanity Checks for Patch Visualisation in Prototype-Based Image Classification. 3691-3696 - Sebastian Bordt, Uddeshya Upadhyay, Zeynep Akata, Ulrike von Luxburg:
The Manifold Hypothesis for Gradient-Based Explanations. 3697-3702 - Sadaf Gulshad, Teng Long, Nanne van Noord:
Hierarchical Explanations for Video Action Recognition. 3703-3708 - Anna Arias-Duart, Ettore Mariotti, Dario Garcia-Gasulla, Jose Maria Alonso-Moral:
A Confusion Matrix for Evaluating Feature Attribution Methods. 3709-3714 - Lenka Tetková, Lars Kai Hansen:
Robustness of Visual Explanations to Common Data Augmentation Methods. 3715-3720 - Nicolas M. Müller, Jochen Jacobs, Jennifer Williams, Konstantin Böttinger:
Localized Shortcut Removal. 3721-3725 - Piotr Komorowski, Hubert Baniecki, Przemyslaw Biecek:
Towards Evaluating Explanations of Vision Transformers for Medical Imaging. 3726-3732 - Syed Nouman Hasany, Caroline Petitjean, Fabrice Mériaudeau:
Seg-XRes-CAM: Explaining Spatially Local Regions in Image Segmentation. 3733-3738 - Jonas Theiner, Nils Nommensen, Jim Rhotert, Matthias Springstein, Eric Müller-Budack, Ralph Ewerth:
Analyzing Results of Depth Estimation Models With Monocular Criteria. 3739-3743 - Mazda Moayeri, Keivan Rezaei, Maziar Sanjabi, Soheil Feizi:
Text2Concept: Concept Activation Vectors Directly From Text. 3744-3749 - Pushkar Shukla, Sushil Bharati, Matthew Turk:
CAVLI - Using Image Associations To Produce Local Concept-Based Explanations. 3750-3755 - Angelos Nalmpantis, Apostolos Panagiotopoulos, John Gkountouras, Konstantinos Papakostas, Wilker Aziz:
Vision DiffMask: Faithful Interpretation of Vision Transformers With Differentiable Patch Masking. 3756-3763 - Akash Guna R. T., Raul Benitez, O. K. Sikha:
Ante-Hoc Generation of Task-Agnostic Interpretation Maps. 3764-3769 - Laura O'Mahony, Vincent Andrearczyk, Henning Müller, Mara Graziani:
Disentangling Neuron Representations With Concept Vectors. 3770-3775 - Katelyn Morrison, Ankita Mehra, Adam Perer:
Shared Interest...Sometimes: Understanding the Alignment Between Human Perception, Vision Architectures, and Saliency Map Techniques. 3776-3781 - Pedro Madeira, André V. Carreiro, Alex Gaudio, Luís Rosado, Filipe Soares, Asim Smailagic:
ZEBRA: Explaining Rare Cases Through Outlying Interpretable Concepts. 3782-3788
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