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02/17/2023
Measuring Equality in Machine Learning Security Defenses
The machine learning security community has developed myriad defenses fo...
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12/27/2021
Bridging the Gap: Using Deep Acoustic Representations to Learn Grounded Language from Percepts and Raw Speech
Learning to understand grounded language, which connects natural languag...
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09/23/2021
Adversarial Transfer Attacks With Unknown Data and Class Overlap
The ability to transfer adversarial attacks from one model (the surrogat...
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07/20/2021
Neural Variational Learning for Grounded Language Acquisition
We propose a learning system in which language is grounded in visual per...
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06/15/2021
Evading Malware Classifiers via Monte Carlo Mutant Feature Discovery
The use of Machine Learning has become a significant part of malware det...
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11/16/2020
Sampling Approach Matters: Active Learning for Robotic Language Acquisition
Ordering the selection of training data using active learning can lead t...
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09/01/2020
Practical Cross-modal Manifold Alignment for Grounded Language
We propose a cross-modality manifold alignment procedure that leverages ...
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07/29/2020
Presentation and Analysis of a Multimodal Dataset for Grounded LanguageLearning
Grounded language acquisition – learning how language-based interactions...
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12/16/2019