Data Augmentation

Data Imputation with Iterative Graph Reconstruction AAAI 2023 Data Labeling for Machine Learning Engineers: Project-Based Curriculum and Data-Centric Competitions AAAI 2023 Data Selection for Language Models via Importance Resampling NeurIPS 2023 Dataset Diffusion: Diffusion-based Synthetic Data Generation for Pixel-Level Semantic Segmentation NeurIPS 2023 DatasetDM: Synthesizing Data with Perception Annotations Using Diffusion Models NeurIPS 2023 DATScore: Evaluating Translation with Data Augmented Translations EACL 2023 Debias NLU Datasets via Training-free Perturbations EMNLP 2023 Decoupling-and-Aggregating for Image Exposure Correction CVPR 2023 DeepfakeBench: A Comprehensive Benchmark of Deepfake Detection NeurIPS 2023 Deep Learning on a Healthy Data Diet: Finding Important Examples for Fairness AAAI 2023 Deep Perturbation Learning: Enhancing the Network Performance via Image Perturbations ICML 2023 DetAIL: A Tool to Automatically Detect and Analyze Drift in Language AAAI 2023 DFlow: Learning to Synthesize Better Optical Flow Datasets via a Differentiable Pipeline ICLR 2023 DialoGPS: Dialogue Path Sampling in Continuous Semantic Space for Data Augmentation in Multi-Turn Conversations ACL 2023 Differentially private synthetic data using KD-trees UAI 2023 DigiFace-1M: 1 Million Digital Face Images for Face Recognition WACV 2023 DISCO-10M: A Large-Scale Music Dataset NeurIPS 2023 DISCO: Distilling Counterfactuals with Large Language Models ACL 2023 DISCOVER: Making Vision Networks Interpretable via Competition and Dissection NeurIPS 2023 Disfluency Generation for More Robust Dialogue Systems ACL 2023 Distilling Out-of-Distribution Robustness from Vision-Language Foundation Models NeurIPS 2023 DistractFlow: Improving Optical Flow Estimation via Realistic Distractions and Pseudo-Labeling CVPR 2023 Diverse Data Augmentation with Diffusions for Effective Test-time Prompt Tuning ICCV 2023 Diversified and Realistic 3D Augmentation via Iterative Construction, Random Placement, and HPR Occlusion AAAI 2023 Diversify Your Vision Datasets with Automatic Diffusion-based Augmentation NeurIPS 2023