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08/18/2022
See Finer, See More: Implicit Modality Alignment for Text-based Person Retrieval
Text-based person retrieval aims to find the query person based on a tex...
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07/14/2022
NASRec: Weight Sharing Neural Architecture Search for Recommender Systems
The rise of deep neural networks provides an important driver in optimiz...
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06/19/2019
Joint Pruning on Activations and Weights for Efficient Neural Networks
With rapidly scaling up of deep neural networks (DNNs), extensive resear...
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06/07/2019
AutoGrow: Automatic Layer Growing in Deep Convolutional Networks
We propose AutoGrow to automate depth discovery in Deep Neural Networks ...
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12/06/2018
Trained Rank Pruning for Efficient Deep Neural Networks
The performance of Deep Neural Networks (DNNs) keeps elevating in recent...
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05/21/2018
SmoothOut: Smoothing Out Sharp Minima for Generalization in Large-Batch Deep Learning
In distributed deep learning, a large batch size in Stochastic Gradient ...
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09/15/2017
