regularization technique

Always Skip Attention ICCV 2025 Bridging Robustness and Generalization Against Word Substitution Attacks in NLP via the Growth Bound Matrix Approach ACL 2025 Improving Deep Learning Speed and Performance Through Synaptic Neural Balance AAAI 2025 Learning Graph Node Embeddings by Smooth Pair Sampling AISTATS 2025 Learning Pareto manifolds in high dimensions: How can regularization help? AISTATS 2025 IR2: Information Regularization for Information Retrieval COLING 2024 Learning from Teaching Regularization: Generalizable Correlations Should be Easy to Imitate NeurIPS 2024 Efficient Deep Reinforcement Learning Requires Regulating Overfitting ICLR 2023 How Sharpness-Aware Minimization Minimizes Sharpness? ICLR 2023 Intra-ensemble: A New Method for Combining Intermediate Outputs in Transformer-based Automatic Speech Recognition Interspeech 2023 Scalable Theory-Driven Regularization of Scene Graph Generation Models AAAI 2023 PatchUp: A Feature-Space Block-Level Regularization Technique for Convolutional Neural Networks AAAI 2022 Regularization Matters in Policy Optimization - An Empirical Study on Continuous Control ICLR 2021 Regularizing Neural Networks via Adversarial Model Perturbation CVPR 2021 Regularizing Word Segmentation by Creating Misspellings Interspeech 2021 Contextualizing Hate Speech Classifiers with Post-hoc Explanation ACL 2020 DATAMAFIA at WNUT-2020 Task 2: A Study of Pre-trained Language Models along with Regularization Techniques for Downstream Tasks EMNLP 2020 Determinant Regularization for Gradient-Efficient Graph Matching CVPR 2020 Mixout: Effective Regularization to Finetune Large-scale Pretrained Language Models ICLR 2020 SRPOL’s System for the IWSLT 2020 End-to-End Speech Translation Task ACL 2020 Towards a Better Understanding of Label Smoothing in Neural Machine Translation AACL 2020 Avoiding Speaker Overfitting in End-to-End DNNs Using Raw Waveform for Text-Independent Speaker Verification Interspeech 2018