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06/22/2023
Revisiting Image Classifier Training for Improved Certified Robust Defense against Adversarial Patches
Certifiably robust defenses against adversarial patches for image classi...
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06/25/2022
Defending Multimodal Fusion Models against Single-Source Adversaries
Beyond achieving high performance across many vision tasks, multimodal m...
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12/04/2020
Accelerating Road Sign Ground Truth Construction with Knowledge Graph and Machine Learning
Having a comprehensive, high-quality dataset of road sign annotation is ...
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09/17/2020
Crossing You in Style: Cross-modal Style Transfer from Music to Visual Arts
Music-to-visual style transfer is a challenging yet important cross-moda...
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09/27/2019
Learning in Confusion: Batch Active Learning with Noisy Oracle
We study the problem of training machine learning models incrementally u...
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08/29/2019