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overfitting reduction

10 papers

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Co-occurring keywords · papers mentioning both

overfitting prevention (2) deep neural network (2) knowledge distillation (2) multi-task learning (2) lifelong benchmark (1) compute efficiency (1) tabular deep learning (1) parameter efficiency (1) small dataset (1) inference cost (1)

Papers

TabM: Advancing tabular deep learning with parameter-efficient ensembling ICLR 2025 Efficient Lifelong Model Evaluation in an Era of Rapid Progress NeurIPS 2024 Instruction Tuning With Loss Over Instructions NeurIPS 2024 IR2: Information Regularization for Information Retrieval COLING 2024 Sparse Progressive Distillation: Resolving Overfitting under Pretrain-and-Finetune Paradigm ACL 2022 Knowledge Evolution in Neural Networks CVPR 2021 Low Curvature Activations Reduce Overfitting in Adversarial Training ICCV 2021 MergeNAS: Merge Operations into One for Differentiable Architecture Search IJCAI 2020 GradNorm: Gradient Normalization for Adaptive Loss Balancing in Deep Multitask Networks ICML 2018 LDMNet: Low Dimensional Manifold Regularized Neural Networks CVPR 2018