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06/19/2023
Hyperbolic Active Learning for Semantic Segmentation under Domain Shift
For the task of semantic segmentation (SS) under domain shift, active le...
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10/18/2022
Using Language to Extend to Unseen Domains
It is expensive to collect training data for every possible domain that ...
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09/06/2022
Studying Bias in GANs through the Lens of Race
In this work, we study how the performance and evaluation of generative ...
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07/04/2022
Disentangled Action Recognition with Knowledge Bases
Action in video usually involves the interaction of human with objects. ...
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07/07/2021
Predicting with Confidence on Unseen Distributions
Recent work has shown that the performance of machine learning models ca...
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03/23/2021
Self-Supervised Pretraining Improves Self-Supervised Pretraining
While self-supervised pretraining has proven beneficial for many compute...
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06/18/2020
Combating Anti-Blackness in the AI Community
In response to a national and international awakening on the issues of a...
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03/31/2020
Weakly-Supervised Action Localization with Expectation-Maximization Multi-Instance Learning
Weakly-supervised action localization problem requires training a model ...
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11/04/2017