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#grad-cam

0 stories this week · 3 this month · 4 in 6 months · mostly AI

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Relatedadversarial-robustness1 deepfake1 elf1 explainability1 faceforensics1 federated-learning1 interpretability1 malware-detection1 quantum-machine-learning1 shap1 singing-emotion1 vocal-techniques1

4 stories, newest first · one card per story

arXiv cs.CR13d ago

Federated deepfake Grad-CAM faithfulness collapses at extreme heterogeneity

An EfficientNet-B4 on FaceForensics++ matches a centralized baseline until client data is extremely non-IID, when explanations turn misleading.

federated-learning deepfake

arXiv cs.AI / cs.LG / cs.CL19d ago

Paper ties singing emotion recognition to interpretable vocal technique cues

SHAP and Grad-CAM link predictions to vibrato and pharyngeal technique, while singing-specific features reduce cross-singer variability.

singing-emotion interpretability

1

arXiv cs.CR23d ago

Q-MALDetect study measures evasion of a quantum malware detector

The hybrid detector reached 97.2% training accuracy, but the strongest feature-space attack succeeded 78.7% of the time.

quantum-machine-learning malware-detection

1

arXiv cs.AI / cs.LG / cs.CLSep 30, 2026

Importance-Aware Feature Sparsification for Wireless Split Learning

ICS sparsifies wireless split-learning features with server-side Grad-CAM scores, cutting communication cost.

split-learning feature-sparsification

1