dropout regularization

Asymptotics of Stochastic Gradient Descent with Dropout Regularization in Linear Models JMLR 2026 Continuum Dropout for Neural Differential Equations AAAI 2026 Dropout Prompt Learning: Towards Robust and Adaptive Vision-Language Models AAAI 2026 Dropping Anchor and Spherical Harmonics for Sparse-view Gaussian Splatting CVPR 2026 Adaptive Dropout: Unleashing Dropout across Layers for Generalizable Image Super-Resolution CVPR 2025 Beyond Random Masking: When Dropout meets Graph Convolutional Networks ICLR 2025 Drop Dropout on Single Epoch Language Model Pretraining ACL 2025 Dropout Regularization Versus l2-Penalization in the Linear Model JMLR 2024 Layer-wise Regularized Dropout for Neural Language Models COLING 2024 LoRA Meets Dropout under a Unified Framework ACL 2024 Domain Generalization Guided by Gradient Signal to Noise Ratio of Parameters ICCV 2023 Do Neural Topic Models Really Need Dropout? Analysis of the Effect of Dropout in Topic Modeling EACL 2023 Efficient and Light-Weight Federated Learning via Asynchronous Distributed Dropout AISTATS 2023 How to use dropout correctly on residual networks with batch normalization UAI 2023 Revisiting Structured Dropout ACML 2023 Dropout as a Regularizer of Interaction Effects AISTATS 2022 LTMD: Learning Improvement of Spiking Neural Networks with Learnable Thresholding Neurons and Moderate Dropout NeurIPS 2022 Pyramid Adversarial Training Improves ViT Performance CVPR 2022 AutoDropout: Learning Dropout Patterns to Regularize Deep Networks AAAI 2021 Dropout Regularization for Self-Supervised Learning of Transformer Encoder Speech Representation Interspeech 2021 Joint Inference for Neural Network Depth and Dropout Regularization NeurIPS 2021 Structured Dropout Variational Inference for Bayesian Neural Networks NeurIPS 2021 The Flip Side of the Reweighted Coin: Duality of Adaptive Dropout and Regularization NeurIPS 2021 A Bayesian Nonparametrics View into Deep Representations NeurIPS 2020 Beyond Dropout: Feature Map Distortion to Regularize Deep Neural Networks AAAI 2020