TSGB : Target-Selective Gradient Backprop for Probing CNN Visual Saliency
The explanation for deep neural networks has drawn extensive attention in the deep learning community over the past few years. In this work, we study the visual saliency, a.k.a. visual explanation, to interpret convolutional neural networks. Compared to iteration based saliency methods, single backw...
Ausführliche Beschreibung
Bibliographische Detailangaben
| Veröffentlicht in: | IEEE transactions on image processing : a publication of the IEEE Signal Processing Society. - 1992. - 31(2022) vom: 11., Seite 2529-2540
|
|---|
| 1. Verfasser: |
Cheng, Lin
(VerfasserIn) |
|---|
| Weitere Verfasser: |
Fang, Pengfei,
Liang, Yanjie,
Zhang, Liao,
Shen, Chunhua,
Wang, Hanzi |
|---|
| Format: | Online-Aufsatz
|
|---|
| Sprache: | English |
|---|
| Veröffentlicht: |
2022
|
|---|
| Zugriff auf das übergeordnete Werk: | IEEE transactions on image processing : a publication of the IEEE Signal Processing Society
|
|---|
| Schlagworte: | Journal Article |
|---|