Interpretable image classification with differentiable prototypes assignment
D Rymarczyk, Ł Struski, M Górszczak… - … on Computer Vision, 2022 - Springer
Existing prototypical-based models address the black-box nature of deep learning.
However, they are sub-optimal as they often assume separate prototypes for each class …
However, they are sub-optimal as they often assume separate prototypes for each class …
Interpretable Image Classification with Differentiable Prototypes Assignment
D Rymarczyk, Ł Struski, M Górszczak… - … on Computer Vision, 2022 - dl.acm.org
Existing prototypical-based models address the black-box nature of deep learning.
However, they are sub-optimal as they often assume separate prototypes for each class …
However, they are sub-optimal as they often assume separate prototypes for each class …
Interpretable Image Classification with Differentiable Prototypes Assignment
D Rymarczyk, Ł Struski, M Górszczak… - arXiv preprint arXiv …, 2021 - arxiv.org
We introduce ProtoPool, an interpretable image classification model with a pool of
prototypes shared by the classes. The training is more straightforward than in the existing …
prototypes shared by the classes. The training is more straightforward than in the existing …
[PDF][PDF] Interpretable Image Classification with Differentiable Prototypes Assignment
D Rymarczyk, L Struski, M l Górszczak… - researchgate.net
Existing prototypical-based models address the black-box nature of deep learning.
However, they are sub-optimal as they often assume separate prototypes for each class …
However, they are sub-optimal as they often assume separate prototypes for each class …
Interpretable Image Classification with Differentiable Prototypes Assignment
D Rymarczyk, Ł Struski, M Górszczak… - arXiv e …, 2021 - ui.adsabs.harvard.edu
We introduce ProtoPool, an interpretable image classification model with a pool of
prototypes shared by the classes. The training is more straightforward than in the existing …
prototypes shared by the classes. The training is more straightforward than in the existing …
[引用][C] Interpretable image classification with differentiable prototypes assignment
D Rymarczyk, Ł Struski, M Górszczak, K Lewandowska… - 2022 - ruj.uj.edu.pl
[PDF][PDF] Interpretable Image Classification with Differentiable Prototypes Assignment
D Rymarczyk, L Struski, M l Górszczak… - ecva.net
Existing prototypical-based models address the black-box nature of deep learning.
However, they are sub-optimal as they often assume separate prototypes for each class …
However, they are sub-optimal as they often assume separate prototypes for each class …
[引用][C] Interpretable image classification with differentiable prototypes assignment
D Rymarczyk, Ł Struski, M Górszczak, K Lewandowska… - 2022 - ruj.uj.edu.pl
Interpretable image classification with differentiable prototypes assignment Przejdź do treści
Pomoc A A A Zmień kontrast Zaloguj English polski Repozytorium Uniwersytetu …
Pomoc A A A Zmień kontrast Zaloguj English polski Repozytorium Uniwersytetu …