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task augmentation

11 papers

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Co-occurring keywords · papers mentioning both

few-shot learning (7) data augmentation (5) few-shot classification (2) low-resource learning (2) adversarial training (2) transfer learning (2) gradient curvature regularization (1) conditional neural process (1) manifold mixup (1) episodic training (1)

Papers

MetaMixSpeech: Meta Task Augmentation for Low-Resource Speech Recognition EMNLP 2025 GAT: Guided Adversarial Training with Pareto-optimal Auxiliary Tasks ICML 2023 Adversarial Task Up-sampling for Meta-learning NeurIPS 2022 Leveraging Open Data and Task Augmentation to Automated Behavioral Coding of Psychotherapy Conversations in Low-Resource Scenarios EMNLP 2022 Set-based Meta-Interpolation for Few-Task Meta-Learning NeurIPS 2022 What Matters for Meta-Learning Vision Regression Tasks? CVPR 2022 Compositional Data and Task Augmentation for Instruction Following EMNLP 2021 Data Augmentation for Meta-Learning ICML 2021 DReCa: A General Task Augmentation Strategy for Few-Shot Natural Language Inference NAACL 2021 Improving Generalization in Meta-learning via Task Augmentation ICML 2021 STraTA: Self-Training with Task Augmentation for Better Few-shot Learning EMNLP 2021