Abstract: Semi-supervised learning (SSL) has tremendous value in practice due to the utilization of both labeled and unlabelled data. An essential class of SSL methods, referred to as graph-based semi ...
Official implementation of the ECCV 2026 paper "Geometric Gradient Rectification for Safe Open-Set Semi-Supervised Learning".
To better simulate real-world context, we introduce a new SER test set, Emo-Emilia. Specifically, we apply the automated labeling approach to annotate Emilia, a large-scale multilingual and diverse ...
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