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Explaining deep neural networks and beyond: A review of methods and applications

, , , , and . Proceedings of the IEEE, 109 (3): 247--278 (2021)

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Evaluating Recurrent Neural Network Explanations, , , and . Proceedings of the 2019 ACL Workshop BlackboxNLP: Analyzing and Interpreting Neural Networks for NLP, page 113--126. Florence, Italy, Association for Computational Linguistics, (August 2019)Explainable AI for Time Series via Virtual Inspection Layers., , , and . CoRR, (2023)Toward Explainable AI for Regression Models., , , , , and . CoRR, (2021)DiffInfinite: Large Mask-Image Synthesis via Parallel Random Patch Diffusion in Histopathology., , , , , , , , , and 3 other author(s). CoRR, (2023)Comment on "Solving Statistical Mechanics Using VANs": Introducing saVANt - VANs Enhanced by Importance and MCMC Sampling., , , , , and . CoRR, (2019)Reward-Based 1-bit Compressed Federated Distillation on Blockchain., , , , , and . CoRR, (2021)Generative Fractional Diffusion Models., , , , , , , , , and 1 other author(s). CoRR, (2023)Explain to Question not to Justify., and . CoRR, (2024)XAI-based Comparison of Input Representations for Audio Event Classification., , , , and . CoRR, (2023)DeepCABAC: Context-adaptive binary arithmetic coding for deep neural network compression., , , , , , , , , and 2 other author(s). CoRR, (2019)