conftrace_

regularization technique

17 papers

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Co-occurring keywords

text classification (6793) neural network (6616) label smoothing (108) neural network optimization (1293) speech recognition (1226) data augmentation (3052) feature learning (1311) stochastic gradient descent (1091) student learner (1) language model (4599)

Papers

Improving Deep Learning Speed and Performance Through Synaptic Neural Balance AAAI 2025
Bridging Robustness and Generalization Against Word Substitution Attacks in NLP via the Growth Bound Matrix Approach ACL 2025
Always Skip Attention ICCV 2025
IR2: Information Regularization for Information Retrieval COLING 2024
Learning from Teaching Regularization: Generalizable Correlations Should be Easy to Imitate NIPS 2024
Scalable Theory-Driven Regularization of Scene Graph Generation Models AAAI 2023
Intra-ensemble: A New Method for Combining Intermediate Outputs in Transformer-based Automatic Speech Recognition INTERSPEECH 2023
PatchUp: A Feature-Space Block-Level Regularization Technique for Convolutional Neural Networks AAAI 2022
Regularizing Neural Networks via Adversarial Model Perturbation CVPR 2021
Regularizing Word Segmentation by Creating Misspellings INTERSPEECH 2021
SRPOL’s System for the IWSLT 2020 End-to-End Speech Translation Task ACL 2020
DATAMAFIA at WNUT-2020 Task 2: A Study of Pre-trained Language Models along with Regularization Techniques for Downstream Tasks EMNLP 2020
Towards a Better Understanding of Label Smoothing in Neural Machine Translation AACL 2020
Amobee at SemEval-2020 Task 7: Regularization of Language Model Based Classifiers COLING 2020
Contextualizing Hate Speech Classifiers with Post-hoc Explanation ACL 2020
Determinant Regularization for Gradient-Efficient Graph Matching CVPR 2020
Avoiding Speaker Overfitting in End-to-End DNNs Using Raw Waveform for Text-Independent Speaker Verification INTERSPEECH 2018