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On Completeness-aware Concept-Based Explanations in Deep Neural Networks

On Completeness-aware Concept-Based Explanations in Deep Neural Networks

17 October 2019
Chih-Kuan Yeh
Been Kim
Sercan Ö. Arik
Chun-Liang Li
Tomas Pfister
Pradeep Ravikumar
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Papers citing "On Completeness-aware Concept-Based Explanations in Deep Neural Networks"

3 / 3 papers shown
Title
If Concept Bottlenecks are the Question, are Foundation Models the Answer?
If Concept Bottlenecks are the Question, are Foundation Models the Answer?
Nicola Debole
Pietro Barbiero
Francesco Giannini
Andrea Passerini
Stefano Teso
Emanuele Marconato
31
72
0
28 Apr 2025
Addressing Concept Mislabeling in Concept Bottleneck Models Through Preference Optimization
Addressing Concept Mislabeling in Concept Bottleneck Models Through Preference Optimization
Emiliano Penaloza
Tianyue H. Zhan
Laurent Charlin
Mateo Espinosa Zarlenga
17
44
0
25 Apr 2025
Avoiding Leakage Poisoning: Concept Interventions Under Distribution Shifts
Avoiding Leakage Poisoning: Concept Interventions Under Distribution Shifts
M. Zarlenga
Gabriele Dominici
Pietro Barbiero
Z. Shams
M. Jamnik
KELM
45
62
0
24 Apr 2025
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