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12/19/2022
Fixed-Weight Difference Target Propagation
Target Propagation (TP) is a biologically more plausible algorithm than ...
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11/18/2022
Informative Sample-Aware Proxy for Deep Metric Learning
Among various supervised deep metric learning methods proxy-based approa...
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11/15/2022
Empirical Study on Optimizer Selection for Out-of-Distribution Generalization
Modern deep learning systems are fragile and do not generalize well unde...
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07/05/2022
PoF: Post-Training of Feature Extractor for Improving Generalization
It has been intensively investigated that the local shape, especially fl...
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03/25/2022
Implicit Neural Representations for Variable Length Human Motion Generation
We propose an action-conditional human motion generation method using va...
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11/13/2019
Adversarial Transformations for Semi-Supervised Learning
We propose a Regularization framework based on Adversarial Transformatio...
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06/04/2019
Breaking Inter-Layer Co-Adaptation by Classifier Anonymization
This study addresses an issue of co-adaptation between a feature extract...
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11/29/2018
Towards Human-Friendly Referring Expression Generation
This paper addresses the generation of referring expressions that not on...
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09/13/2018
Canonical and Compact Point Cloud Representation for Shape Classification
We present a novel compact point cloud representation that is inherently...
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09/14/2017
Binary-decomposed DCNN for accelerating computation and compressing model without retraining
Recent trends show recognition accuracy increasing even more profoundly....
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01/29/2015