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04/07/2022
Powering Finetuning in Few-shot Learning: Domain-Agnostic Feature Adaptation with Rectified Class Prototypes
In recent works, utilizing a deep network trained on meta-training set s...
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03/30/2021
Unsupervised Disentanglement of Linear-Encoded Facial Semantics
We propose a method to disentangle linear-encoded facial semantics from ...
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08/22/2019
Adversarial-Based Knowledge Distillation for Multi-Model Ensemble and Noisy Data Refinement
Generic Image recognition is a fundamental and fairly important visual p...
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02/28/2018
Ring loss: Convex Feature Normalization for Face Recognition
We motivate and present Ring loss, a simple and elegant feature normaliz...
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12/16/2016
Towards a Deep Learning Framework for Unconstrained Face Detection
Robust face detection is one of the most important pre-processing steps ...
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06/17/2016