Data Augmentation

Real-World Mobile Image Denoising Dataset with Efficient Baselines CVPR 2024 ReCAP: Semantic Role Enhanced Caption Generation COLING 2024 Recovering Complete Actions for Cross-dataset Skeleton Action Recognition NeurIPS 2024 RedPajama: an Open Dataset for Training Large Language Models NeurIPS 2024 Reduce, Reuse, Recycle: Is Perturbed Data Better than Other Language Augmentation for Low Resource Self-Supervised Speech Models Interspeech 2024 REDUCR: Robust Data Downsampling using Class Priority Reweighting 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 Reformatted Alignment EMNLP 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 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 Resource Acquisition for Understudied Languages: Extracting Wordlists from Dictionaries for Computer-assisted Language Comparison COLING 2024 Rethinking Mesh Watermark: Towards Highly Robust and Adaptable Deep 3D Mesh Watermarking AAAI 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 Interpolation Augmentation for Speech-to-Text Generation ACL 2024 Revisiting Multimodal Transformers for Tabular Data with Text Fields ACL 2024 Revisiting Plasticity in Visual Reinforcement Learning: Data, Modules and Training Stages ICLR 2024 Revisiting Single Image Reflection Removal In the Wild CVPR 2024 RGBT-Dog: A Parametric Model and Pose Prior for Canine Body Analysis Data Creation WACV 2024 RIFF: Learning to Rephrase Inputs for Few-shot Fine-tuning of Language Models ACL 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