Data Augmentation

DFKI-MLST at DialAM-2024 Shared Task: System Description ACL 2024 DialogCC: An Automated Pipeline for Creating High-Quality Multi-Modal Dialogue Dataset NAACL 2024 DiffuseMix: Label-Preserving Data Augmentation with Diffusion Models CVPR 2024 Distributionally Generative Augmentation for Fair Facial Attribute Classification CVPR 2024 Distribution-Aware Data Expansion with Diffusion Models NeurIPS 2024 DIUSum: Dynamic Image Utilization for Multimodal Summarization AAAI 2024 DiverGen: Improving Instance Segmentation by Learning Wider Data Distribution with More Diverse Generative Data CVPR 2024 Diverse and Effective Synthetic Data Generation for Adaptable Zero-Shot Dialogue State Tracking EMNLP 2024 Diversity-Driven Synthesis: Enhancing Dataset Distillation through Directed Weight Adjustment NeurIPS 2024 DiveSound: LLM-Assisted Automatic Taxonomy Construction for Diverse Audio Generation Interspeech 2024 DKE-Research at SemEval-2024 Task 2: Incorporating Data Augmentation with Generative Models and Biomedical Knowledge to Enhance Inference Robustness SemEval 2024 Documenting the Unwritten Curriculum of Student Research ACL 2024 Dolomites@#SMM4H 2024: Helping LLMs “Know The Drill” in Low-Resource Settings - A Study on Social Media Posts ACL 2024 Domain Gap Embeddings for Generative Dataset Augmentation CVPR 2024 Domain Generalization by Rejecting Extreme Augmentations WACV 2024 Domain Generalization with Vital Phase Augmentation AAAI 2024 Don't Judge by the Look: Towards Motion Coherent Video Representation ICLR 2024 DrivAerNet++: A Large-Scale Multimodal Car Dataset with Computational Fluid Dynamics Simulations and Deep Learning Benchmarks NeurIPS 2024 DropEdge not Foolproof: Effective Augmentation Method for Signed Graph Neural Networks NeurIPS 2024 DrugWatch: A Comprehensive Multi-Source Data Visualisation Platform for Drug Safety Information ACL 2024 Dual-Level Curriculum Meta-Learning for Noisy Few-Shot Learning Tasks AAAI 2024 DUEL: Duplicate Elimination on Active Memory for Self-Supervised Class-Imbalanced Learning AAAI 2024 EasyInstruct: An Easy-to-use Instruction Processing Framework for Large Language Models ACL 2024 EDDA: An Encoder-Decoder Data Augmentation Framework for Zero-Shot Stance Detection COLING 2024 Edu-ConvoKit: An Open-Source Library for Education Conversation Data NAACL 2024