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07/20/2023
Proxy Anchor-based Unsupervised Learning for Continuous Generalized Category Discovery
Recent advances in deep learning have significantly improved the perform...
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11/20/2022
AI-KD: Adversarial learning and Implicit regularization for self-Knowledge Distillation
We present a novel adversarial penalized self-knowledge distillation met...
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11/20/2022
SplitNet: Learnable Clean-Noisy Label Splitting for Learning with Noisy Labels
Annotating the dataset with high-quality labels is crucial for performan...
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08/18/2022
ConMatch: Semi-Supervised Learning with Confidence-Guided Consistency Regularization
We present a novel semi-supervised learning framework that intelligently...
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03/30/2022
Semi-Supervised Learning of Semantic Correspondence with Pseudo-Labels
Establishing dense correspondences across semantically similar images re...
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01/25/2022
AggMatch: Aggregating Pseudo Labels for Semi-Supervised Learning
Semi-supervised learning (SSL) has recently proven to be an effective pa...
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11/19/2020