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12/11/2022
SEPT: Towards Scalable and Efficient Visual Pre-Training
Recently, the self-supervised pre-training paradigm has shown great pote...
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08/26/2021
Semantically Coherent Out-of-Distribution Detection
Current out-of-distribution (OOD) detection benchmarks are commonly buil...
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08/13/2021
Progressive Representative Labeling for Deep Semi-Supervised Learning
Deep semi-supervised learning (SSL) has experienced significant attentio...
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10/12/2020
Webly Supervised Image Classification with Metadata: Automatic Noisy Label Correction via Visual-Semantic Graph
Webly supervised learning becomes attractive recently for its efficiency...
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08/27/2020
Webly Supervised Image Classification with Self-Contained Confidence
This paper focuses on webly supervised learning (WSL), where datasets ar...
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11/07/2016