Data Augmentation

Polyper: Boundary Sensitive Polyp Segmentation AAAI 2024 Pooling Image Datasets with Multiple Covariate Shift and Imbalance ICLR 2024 PoseGen: Learning to Generate 3D Human Pose Dataset with NeRF AAAI 2024 Position Paper: Data-Centric AI in the Age of Large Language Models EMNLP 2024 Posterior Uncertainty Quantification in Neural Networks using Data Augmentation AISTATS 2024 PPPR: Portable Plug-in Prompt Refiner for Text to Audio Generation Interspeech 2024 Presentations are not always linear! GNN meets LLM for Text Document-to-Presentation Transformation with Attribution EMNLP 2024 ProgGen: Generating Named Entity Recognition Datasets Step-by-step with Self-Reflexive Large Language Models ACL 2024 Progressive Feature Self-Reinforcement for Weakly Supervised Semantic Segmentation AAAI 2024 Prompting-based Synthetic Data Generation for Few-Shot Question Answering COLING 2024 Provable Benefit of Cutout and CutMix for Feature Learning NeurIPS 2024 P-TA: Using Proximal Policy Optimization to Enhance Tabular Data Augmentation via Large Language Models ACL 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 QAGait: Revisit Gait Recognition from a Quality Perspective AAAI 2024 Quality-Diversity Generative Sampling for Learning with Synthetic Data AAAI 2024 Quality Matters: Evaluating Synthetic Data for Tool-Using LLMs EMNLP 2024 Quantifying the Impact of Disfluency on Spoken Content Summarization COLING 2024 QuickRender: A Photorealistic Procedurally Generated Dataset with Applications to Super Resolution (Student Abstract) AAAI 2024 Quilt: Robust Data Segment Selection against Concept Drifts AAAI 2024 Randomized Adversarial Style Perturbations for Domain Generalization WACV 2024 RClicks: Realistic Click Simulation for Benchmarking Interactive Segmentation NeurIPS 2024 Re3: A Holistic Framework and Dataset for Modeling Collaborative Document Revision ACL 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