regularization method

Do Regularization Methods for Shortcut Mitigation Work As Intended? AISTATS 2025 Regularizing Learnable Feature Extraction for Automatic Speech Recognition Interspeech 2025 From Generalization Analysis to Optimization Designs for State Space Models ICML 2024 The Mystery of the Pathological Path-star Task for Language Models EMNLP 2024 Understanding and Mitigating Spurious Correlations in Text Classification with Neighborhood Analysis EACL 2024 A Unified Perspective on Regularization and Perturbation in Differentiable Subset Selection AISTATS 2023 Calibrating a Deep Neural Network with Its Predecessors IJCAI 2023 Explaining Adversarial Robustness of Neural Networks from Clustering Effect Perspective ICCV 2023 Maximizing Ensemble Diversity in Deep Reinforcement Learning ICLR 2022 Noisy Label Regularisation for Textual Regression COLING 2022 GraphMix: Improved Training of GNNs for Semi-Supervised Learning AAAI 2021 Absum: Simple Regularization Method for Reducing Structural Sensitivity of Convolutional Neural Networks AAAI 2020 Information-Theoretic Local Minima Characterization and Regularization ICML 2020 Multimodal Image Outpainting With Regularized Normalized Diversification WACV 2020 Regularization on Spatio-Temporally Smoothed Feature for Action Recognition CVPR 2020 Regularized Context Gates on Transformer for Machine Translation ACL 2020 Simple and Effective Regularization Methods for Training on Noisily Labeled Data with Generalization Guarantee ICLR 2020 A Regularization-based Framework for Bilingual Grammar Induction EMNLP 2019 MAE: Mutual Posterior-Divergence Regularization for Variational AutoEncoders ICLR 2019 Representation Degeneration Problem in Training Natural Language Generation Models ICLR 2019 Regularized Policy Iteration with Nonparametric Function Spaces JMLR 2016