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2024 ■
Visualizing and Understanding Contrastive Learning
Sammani, F, Joukovsky, B & Deligiannis, N 2024, 'Visualizing and Understanding Contrastive Learning', IEEE Transactions on Image Processing, vol. 33, pp. 541 - 555. https://doi.org/10.1109/TIP.2023.3346295
SNIPPET: A Framework for Subjective Evaluation of Visual Explanations Applied to DeepFake Detection
Yang, Y, Joukovsky, B, Oramas Mogrovejo, JA, Tuytelaars, T & Deligiannis, N 2024, 'SNIPPET: A Framework for Subjective Evaluation of Visual Explanations Applied to DeepFake Detection', ACM Transactions on Multimedia Computing, Communications, and Applications, vol. 20, no. 8, 253, pp. 1-29. https://doi.org/10.1145/3665248
Signal processing meets deep learning: Interpretable and explainable neural networks for video analysis, sequence modeling and compression
Joukovsky, B 2024, 'Signal processing meets deep learning: Interpretable and explainable neural networks for video analysis, sequence modeling and compression', Vrije Universiteit Brussel.