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06/07/2021
Uncertainty Baselines: Benchmarks for Uncertainty Robustness in Deep Learning
High-quality estimates of uncertainty and robustness are crucial for num...
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05/07/2020
Machine Learning on Graphs: A Model and Comprehensive Taxonomy
There has been a surge of recent interest in learning representations fo...
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06/13/2019
Contrastive Bidirectional Transformer for Temporal Representation Learning
This paper aims at learning representations for long sequences of contin...
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04/03/2019
VideoBERT: A Joint Model for Video and Language Representation Learning
Self-supervised learning has become increasingly important to leverage t...
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06/25/2018
Tracking Emerges by Colorizing Videos
We use large amounts of unlabeled video to learn models for visual track...
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11/14/2017
XGAN: Unsupervised Image-to-Image Translation for Many-to-Many Mappings
Style transfer usually refers to the task of applying color and texture ...
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03/05/2015
What's Cookin'? Interpreting Cooking Videos using Text, Speech and Vision
We present a novel method for aligning a sequence of instructions to a v...
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01/23/2013
