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12/22/2022
Understanding and Improving the Role of Projection Head in Self-Supervised Learning
Self-supervised learning (SSL) aims to produce useful feature representa...
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09/15/2020
Deep Reinforcement Learning for Unknown Anomaly Detection
We address a critical yet largely unsolved anomaly detection problem, in...
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07/06/2020
Deep Learning for Anomaly Detection: A Review
Anomaly detection, a.k.a. outlier detection, has been a lasting yet acti...
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11/29/2018
Visual Question Answering as Reading Comprehension
Visual question answering (VQA) demands simultaneous comprehension of bo...
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11/30/2016
Wider or Deeper: Revisiting the ResNet Model for Visual Recognition
The trend towards increasingly deep neural networks has been driven by a...
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07/03/2014
Strengthening the Effectiveness of Pedestrian Detection with Spatially Pooled Features
We propose a simple yet effective approach to the problem of pedestrian ...
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06/18/2012
Is margin preserved after random projection?
Random projections have been applied in many machine learning algorithms...
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10/13/2009
