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12/01/2022
Finetune like you pretrain: Improved finetuning of zero-shot vision models
Finetuning image-text models such as CLIP achieves state-of-the-art accu...
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03/09/2020
Temporal Attribute Prediction via Joint Modeling of Multi-Relational Structure Evolution
Time series prediction is an important problem in machine learning. Prev...
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02/18/2020
Generalized Neural Policies for Relational MDPs
A Relational Markov Decision Process (RMDP) is a first-order representat...
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02/08/2019
Size Independent Neural Transfer for RDDL Planning
Neural planners for RDDL MDPs produce deep reactive policies in an offli...
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10/26/2018