data augmentation

Prompt Perturbation Consistency Learning for Robust Language Models EACL 2024 Provable Benefit of Cutout and CutMix for Feature Learning NeurIPS 2024 Pushing Boundaries: Mixup's Influence on Neural Collapse ICLR 2024 Pushing the Limits of Low-Resource NER Using LLM Artificial Data Generation ACL 2024 QuickRender: A Photorealistic Procedurally Generated Dataset with Applications to Super Resolution (Student Abstract) AAAI 2024 Random Smoothing Regularization in Kernel Gradient Descent Learning JMLR 2024 ReadLet: A Dataset for Oral, Visual and Tactile Text Reading Data of Early and Mature Readers COLING 2024 Real-Fake: Effective Training Data Synthesis Through Distribution Matching ICLR 2024 Recovering Complete Actions for Cross-dataset Skeleton Action Recognition NeurIPS 2024 Refining and Synthesis: A Simple yet Effective Data Augmentation Framework for Cross-Domain Aspect-based Sentiment Analysis ACL 2024 Refining Corpora from a Model Calibration Perspective for Chinese Spelling Correction ACL 2024 Reinforcement Learning based Data Augmentation for Noise Robust Speech Emotion Recognition Interspeech 2024 Reinforcement Learning with Euclidean Data Augmentation for State-Based Continuous Control NeurIPS 2024 Relation Classification via Bidirectional Prompt Learning with Data Augmentation by Large Language Model COLING 2024 Relevance-aware Diverse Query Generation for Out-of-domain Text Ranking ACL 2024 Rephrasing the Web: A Recipe for Compute and Data-Efficient Language Modeling ACL 2024 Revealing the Two Sides of Data Augmentation: An Asymmetric Distillation-based Win-Win Solution for Open-Set Recognition IJCAI 2024 Revisiting Adversarial Training Under Long-Tailed Distributions CVPR 2024 Revisiting Data Augmentation in Deep Reinforcement Learning ICLR 2024 Revisiting Interpolation Augmentation for Speech-to-Text Generation ACL 2024 Revisiting Plasticity in Visual Reinforcement Learning: Data, Modules and Training Stages ICLR 2024 RIGA at SMM4H-2024 Task 1: Enhancing ADE discovery with GPT-4 ACL 2024 RLE: A Unified Perspective of Data Augmentation for Cross-Spectral Re-Identification NeurIPS 2024 ROAR: Reinforcing Original to Augmented Data Ratio Dynamics for Wav2vec2.0 Based ASR Interspeech 2024 Robust Laughter Segmentation with Automatic Diverse Data Synthesis Interspeech 2024