Data Augmentation

Intrinsic Self-Supervision for Data Quality Audits NeurIPS 2024 Just Add $100 More: Augmenting Pseudo-LiDAR Point Cloud for Resolving Class-imbalance Problem NeurIPS 2024 Kill Two Birds with One Stone: Rethinking Data Augmentation for Deep Long-tailed Learning ICLR 2024 KUL@SMM4H2024: Optimizing Text Classification with Quality-Assured Augmentation Strategies ACL 2024 LAMBDA: Large Language Model-Based Data Augmentation for Multi-Modal Machine Translation EMNLP 2024 LLM2LLM: Boosting LLMs with Novel Iterative Data Enhancement ACL 2024 LLM-AutoDA: Large Language Model-Driven Automatic Data Augmentation for Long-tailed Problems NeurIPS 2024 Masking the Unknown: Leveraging Masked Samples for Enhanced Data Augmentation UAI 2024 Motion Matters: Neural Motion Transfer for Better Camera Physiological Measurement WACV 2024 MuMath-Code: Combining Tool-Use Large Language Models with Multi-perspective Data Augmentation for Mathematical Reasoning EMNLP 2024 ODGEN: Domain-specific Object Detection Data Generation with Diffusion Models NeurIPS 2024 On Trajectory Augmentations for Off-Policy Evaluation ICLR 2024 PairAug: What Can Augmented Image-Text Pairs Do for Radiology? CVPR 2024 Revisiting Data Augmentation in Deep Reinforcement Learning ICLR 2024 Revisiting Interpolation Augmentation for Speech-to-Text Generation ACL 2024 RIGA at SMM4H-2024 Task 1: Enhancing ADE discovery with GPT-4 ACL 2024 SARCAT: Generative Span-Act Guided Response Generation using Copy-enhanced Target Augmentation EMNLP 2024 Scaling and Masking: A New Paradigm of Data Sampling for Image and Video Quality Assessment AAAI 2024 Semantic-Aware Data Augmentation for Text-to-Image Synthesis AAAI 2024 Semantic-Guided Generative Image Augmentation Method with Diffusion Models for Image Classification AAAI 2024 ShapeBoost: Boosting Human Shape Estimation with Part-Based Parameterization and Clothing-Preserving Augmentation AAAI 2024 SimPSI: A Simple Strategy to Preserve Spectral Information in Time Series Data Augmentation AAAI 2024 SNIDA: Unlocking Few-Shot Object Detection with Non-linear Semantic Decoupling Augmentation CVPR 2024 SPZ: A Semantic Perturbation-based Data Augmentation Method with Zonal-Mixing for Alzheimer’s Disease Detection ACL 2024 SRCB at #SMM4H 2024: Making Full Use of LLM-based Data Augmentation in Adverse Drug Event Extraction and Normalization ACL 2024