Data Augmentation

Data Augmentation with Diffusion for Open-Set Semi-Supervised Learning NeurIPS 2024 Data-Augmented Curriculum Graph Neural Architecture Search under Distribution Shifts AAAI 2024 DataComp-LM: In search of the next generation of training sets for language models NeurIPS 2024 Data, Data Everywhere: A Guide for Pretraining Dataset Construction EMNLP 2024 Data Debugging with Shapley Importance over Machine Learning Pipelines ICLR 2024 Data Distribution Valuation NeurIPS 2024 Data Diversity Matters for Robust Instruction Tuning EMNLP 2024 DataDreamer: A Tool for Synthetic Data Generation and Reproducible LLM Workflows ACL 2024 Data Filtering Networks ICLR 2024 DAT: Improving Adversarial Robustness via Generative Amplitude Mix-up in Frequency Domain NeurIPS 2024 DDR: Exploiting Deep Degradation Response as Flexible Image Descriptor NeurIPS 2024 Dealing with Synthetic Data Contamination in Online Continual Learning NeurIPS 2024 Debiasing Multi-Entity Aspect-Based Sentiment Analysis with Norm-Based Data Augmentation COLING 2024 Deciphering the Impact of Pretraining Data on Large Language Models through Machine Unlearning ACL 2024 DecorateLM: Data Engineering through Corpus Rating, Tagging, and Editing with Language Models EMNLP 2024 Deep Confident Steps to New Pockets: Strategies for Docking Generalization ICLR 2024 Deep Learning for Style Transfer and Experimentation with Audio Effects and Music Creation AAAI 2024 Deep Learning on Graphs: A Data-Centric Exploration AAAI 2024 Defending Object Detection Models Against Image Distortions WACV 2024 DeRDaVa: Deletion-Robust Data Valuation for Machine Learning AAAI 2024 Desiderata For The Context Use Of Question Answering Systems EACL 2024 DetDiffusion: Synergizing Generative and Perceptive Models for Enhanced Data Generation and Perception CVPR 2024 Detection and Defense of Unlearnable Examples AAAI 2024 Deterministic Reversible Data Augmentation for Neural Machine Translation ACL 2024 DexFuncGrasp: A Robotic Dexterous Functional Grasp Dataset Constructed from a Cost-Effective Real-Simulation Annotation System AAAI 2024