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snapshot ensemble

5 papers

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Co-occurring keywords · papers mentioning both

uncertainty estimation (2) ensemble learning (2) contextual emotion detection (1) text length classification (1) soft voting (1) neural network (1) large language model (1) hierarchical convolutional neural network (1) soft-voting ensemble (1) deep active learning (1)

Papers

SzegedAI at GenAI Detection Task 1: Beyond Binary - Soft-Voting Multi-Class Classification for Binary Machine-Generated Text Detection Across Diverse Language Models COLING 2025 A Simple Yet Powerful Deep Active Learning With Snapshots Ensembles ICLR 2023 Wisdom of the Ensemble: Improving Consistency of Deep Learning Models NeurIPS 2020 Bias-Reduced Uncertainty Estimation for Deep Neural Classifiers ICLR 2019 ELiRF-UPV at SemEval-2019 Task 3: Snapshot Ensemble of Hierarchical Convolutional Neural Networks for Contextual Emotion Detection SemEval 2019