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08/29/2023
Is it an i or an l: Test-time Adaptation of Text Line Recognition Models
Recognizing text lines from images is a challenging problem, especially ...
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03/30/2023
A Study of Autoregressive Decoders for Multi-Tasking in Computer Vision
There has been a recent explosion of computer vision models which perfor...
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10/07/2022
Private and Efficient Meta-Learning with Low Rank and Sparse Decomposition
Meta-learning is critical for a variety of practical ML systems – like p...
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11/23/2021
Node-Level Differentially Private Graph Neural Networks
Graph Neural Networks (GNNs) are a popular technique for modelling graph...
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07/02/2018
Block-Value Symmetries in Probabilistic Graphical Models
Several lifted inference algorithms for probabilistic graphical models f...
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05/10/2017
A Survey of Distant Supervision Methods using PGMs
Relation Extraction refers to the task of populating a database with tup...
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03/15/2016