Data Augmentation

sRGB Real Noise Synthesizing With Neighboring Correlation-Aware Noise Model CVPR 2023 Stanford MLab at SemEval-2023 Task 10: Exploring GloVe- and Transformer-Based Methods for the Explainable Detection of Online Sexism SemEval 2023 STARS: Spatial-Temporal Active Re-sampling for Label-Efficient Learning from Noisy Annotations AAAI 2023 Stochastic Feature Averaging for Learning with Long-Tailed Noisy Labels IJCAI 2023 Stochastic Segmentation with Conditional Categorical Diffusion Models ICCV 2023 Story Visualization by Online Text Augmentation with Context Memory ICCV 2023 Structure-Encoding Auxiliary Tasks for Improved Visual Representation in Vision-and-Language Navigation WACV 2023 StyleIPSB: Identity-Preserving Semantic Basis of StyleGAN for High Fidelity Face Swapping CVPR 2023 Summarization-based Data Augmentation for Document Classification EMNLP 2023 Supervised Homography Learning with Realistic Dataset Generation ICCV 2023 Symbolic Replay: Scene Graph as Prompt for Continual Learning on VQA Task AAAI 2023 SynBody: Synthetic Dataset with Layered Human Models for 3D Human Perception and Modeling ICCV 2023 Synthcity: a benchmark framework for diverse use cases of tabular synthetic data NeurIPS 2023 Synthetic data for model selection ICML 2023 Synthetic Experience Replay NeurIPS 2023 Synthetic Latent Fingerprint Generator WACV 2023 SynthNID: Synthetic Data to Improve End-to-end Bangla Document Key Information Extraction EMNLP 2023 TALP-UPC at ProbSum 2023: Fine-tuning and Data Augmentation Strategies for NER ACL 2023 Target-Aware Generative Augmentations for Single-Shot Adaptation ICML 2023 Targeted Data Generation: Finding and Fixing Model Weaknesses ACL 2023 Targeted Image Data Augmentation Increases Basic Skills Captioning Robustness EMNLP 2023 Target-Side Augmentation for Document-Level Machine Translation ACL 2023 Target-to-Source Augmentation for Aspect Sentiment Triplet Extraction EMNLP 2023 Team Cadence at MEDIQA-Chat 2023: Generating, augmenting and summarizing clinical dialogue with large language models ACL 2023 Team Error Point at BLP-2023 Task 2: A Comparative Exploration of Hybrid Deep Learning and Machine Learning Approach for Advanced Sentiment Analysis Techniques. EMNLP 2023