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XAI for Transformers: Better Explanations through Conservative Propagation.

, , , , , and . ICML, volume 162 of Proceedings of Machine Learning Research, page 435-451. PMLR, (2022)

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Degree-based stratification of nodes in Graph Neural Networks., , and . ACML, volume 222 of Proceedings of Machine Learning Research, page 15-27. PMLR, (2023)Mitigating Copy Bias in In-Context Learning through Neuron Pruning., , and . CoRR, (2024)Video and Text Matching with Conditioned Embeddings., , , and . WACV, page 478-487. IEEE, (2022)Explainability Guided COVID-19 Detection in CT Scans., , and . MIDL, volume 172 of Proceedings of Machine Learning Research, page 5-21. PMLR, (2022)Visualization of Supervised and Self-Supervised Neural Networks via Attribution Guided Factorization., , and . CoRR, (2020)Weakly Supervised Discovery of Semantic Attributes., , , , and . CLeaR, volume 177 of Proceedings of Machine Learning Research, page 44-69. PMLR, (2022)A Unified Implicit Attention Formulation for Gated-Linear Recurrent Sequence Models., , and . CoRR, (2024)The Hidden Attention of Mamba Models., , and . CoRR, (2024)Visualization of Supervised and Self-Supervised Neural Networks via Attribution Guided Factorization., , and . AAAI, page 11545-11554. AAAI Press, (2021)XAI for Transformers: Better Explanations through Conservative Propagation., , , , , and . ICML, volume 162 of Proceedings of Machine Learning Research, page 435-451. PMLR, (2022)