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03/31/2023
Ranking Regularization for Critical Rare Classes: Minimizing False Positives at a High True Positive Rate
In many real-world settings, the critical class is rare and a missed det...
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04/24/2021
Piggyback GAN: Efficient Lifelong Learning for Image Conditioned Generation
Humans accumulate knowledge in a lifelong fashion. Modern deep neural ne...
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04/24/2021
Adaptive Appearance Rendering
We propose an approach to generate images of people given a desired appe...
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12/05/2019
Zero-Shot Generation of Human-Object Interaction Videos
Generation of videos of complex scenes is an important open problem in c...
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07/23/2019
Lifelong GAN: Continual Learning for Conditional Image Generation
Lifelong learning is challenging for deep neural networks due to their s...
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12/05/2017
Learning to Forecast Videos of Human Activity with Multi-granularity Models and Adaptive Rendering
We propose an approach for forecasting video of complex human activity i...
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07/09/2016
Deep Learning of Appearance Models for Online Object Tracking
This paper introduces a novel deep learning based approach for vision ba...
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06/12/2015
