Data Augmentation

MetaJND: A Meta-Learning Approach for Just Noticeable Difference Estimation IJCAI 2024 Mini-DA: Improving Your Model Performance through Minimal Data Augmentation using LLM NAACL 2024 MinPrompt: Graph-based Minimal Prompt Data Augmentation for Few-shot Question Answering ACL 2024 Mixup-Induced Domain Extrapolation for Domain Generalization AAAI 2024 Modeling Low-Resource Health Coaching Dialogues via Neuro-Symbolic Goal Summarization and Text-Units-Text Generation COLING 2024 Modeling Orthographic Variation Improves NLP Performance for Nigerian Pidgin COLING 2024 Most Influential Subset Selection: Challenges, Promises, and Beyond NeurIPS 2024 Motion Matters: Neural Motion Transfer for Better Camera Physiological Measurement WACV 2024 Movie Genre Classification by Language Augmentation and Shot Sampling WACV 2024 MTNLP-IIITH: Machine Translation for Low-Resource Indic Languages EMNLP 2024 MuggleMath: Assessing the Impact of Query and Response Augmentation on Math Reasoning ACL 2024 Multi-label Bird Species Classification from Field Recordings using Mel_Graph-GCN Framework Interspeech 2024 Multilingual ESG News Impact Identification Using an Augmented Ensemble Approach COLING 2024 Multilinguality or Back-translation? A Case Study with Estonian COLING 2024 Multimodal Self-Instruct: Synthetic Abstract Image and Visual Reasoning Instruction Using Language Model EMNLP 2024 Multi-News+: Cost-efficient Dataset Cleansing via LLM-based Data Annotation EMNLP 2024 Multi-TA: Multilevel Temporal Augmentation for Robust Septic Shock Early Prediction IJCAI 2024 MuMath-Code: Combining Tool-Use Large Language Models with Multi-perspective Data Augmentation for Mathematical Reasoning EMNLP 2024 MuMath: Multi-perspective Data Augmentation for Mathematical Reasoning in Large Language Models NAACL 2024 My Science Tutor (MyST)–a Large Corpus of Children’s Conversational Speech COLING 2024 NEFTune: Noisy Embeddings Improve Instruction Finetuning ICLR 2024 NegVSR: Augmenting Negatives for Generalized Noise Modeling in Real-world Video Super-Resolution AAAI 2024 Neural Compression Augmentation for Contrastive Audio Representation Learning Interspeech 2024 NILUT: Conditional Neural Implicit 3D Lookup Tables for Image Enhancement AAAI 2024 NodeMixup: Tackling Under-Reaching for Graph Neural Networks AAAI 2024