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06/05/2023
Neuron Activation Coverage: Rethinking Out-of-distribution Detection and Generalization
The out-of-distribution (OOD) problem generally arises when neural netwo...
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01/30/2023
M3FAS: An Accurate and Robust MultiModal Mobile Face Anti-Spoofing System
Face presentation attacks (FPA), also known as face spoofing, have broug...
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11/13/2022
Generalization Beyond Feature Alignment: Concept Activation-Guided Contrastive Learning
Learning invariant representations via contrastive learning has seen sta...
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06/30/2022
A Unified End-to-End Retriever-Reader Framework for Knowledge-based VQA
Knowledge-based Visual Question Answering (VQA) expects models to rely o...
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01/28/2022
Rethinking Attention-Model Explainability through Faithfulness Violation Test
Attention mechanisms are dominating the explainability of deep models. T...
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02/03/2021
Answer Questions with Right Image Regions: A Visual Attention Regularization Approach
Visual attention in Visual Question Answering (VQA) targets at locating ...
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05/08/2020
Distilling Knowledge from Pre-trained Language Models via Text Smoothing
This paper studies compressing pre-trained language models, like BERT (D...
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05/13/2019