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06/02/2023
Centered Self-Attention Layers
The self-attention mechanism in transformers and the message-passing mec...
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02/15/2022
XAI for Transformers: Better Explanations through Conservative Propagation
Transformers have become an important workhorse of machine learning, wit...
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10/21/2021
Video and Text Matching with Conditioned Embeddings
We present a method for matching a text sentence from a given corpus to ...
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03/25/2021
Explainability Guided Multi-Site COVID-19 CT Classification
Radiologist examination of chest CT is an effective way for screening CO...
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03/22/2021
Intersection Regularization for Extracting Semantic Attributes
We consider the problem of supervised classification, such that the feat...
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12/03/2020
