Data Augmentation

Domain Generalization with Vital Phase Augmentation AAAI 2024 E2HQV: High-Quality Video Generation from Event Camera via Theory-Inspired Model-Aided Deep Learning AAAI 2024 Effects of diversity incentives on sample diversity and downstream model performance in LLM-based text augmentation ACL 2024 Empowering Large Language Models for Textual Data Augmentation ACL 2024 Enhance Image Classification via Inter-Class Image Mixup with Diffusion Model CVPR 2024 Enhancing Contrastive Learning for Ordinal Regression via Ordinal Content Preserved Data Augmentation ICLR 2024 Enhancing Cross-Lingual Emotion Detection with Data Augmentation and Token-Label Mapping ACL 2024 Enhancing Legal Case Retrieval via Scaling High-quality Synthetic Query-Candidate Pairs EMNLP 2024 EntProp: High Entropy Propagation for Improving Accuracy and Robustness UAI 2024 Fine-grained Control of Generative Data Augmentation in IoT Sensing NeurIPS 2024 Fine-tuning with HED-IT: The impact of human post-editing for dialogical language models ACL 2024 Flow-Event Autoencoder: Event Stream Object Recognition Dataset Generation with Arbitrary High Temporal Resolution AAAI 2024 Frozen Feature Augmentation for Few-Shot Image Classification CVPR 2024 GENDEX: Generative Data Augmentation Strategy Leveraging External Data for Abstractive Dialogue Summarization ACL 2024 Generalizing Clinical De-identification Models by Privacy-safe Data Augmentation using GPT-4 EMNLP 2024 Generate then Refine: Data Augmentation for Zero-shot Intent Detection EMNLP 2024 GTA: Generative Trajectory Augmentation with Guidance for Offline Reinforcement Learning NeurIPS 2024 Guidance-Based Prompt Data Augmentation in Specialized Domains for Named Entity Recognition ACL 2024 Guiding a Harsh-Environments Robust Detector via RAW Data Characteristic Mining AAAI 2024 Improving Fairness Using Vision-Language Driven Image Augmentation WACV 2024 Improving robustness to corruptions with multiplicative weight perturbations NeurIPS 2024 Improving Single Domain-Generalized Object Detection: A Focus on Diversification and Alignment CVPR 2024 IncepSeqNet: Advancing Signal Classification with Multi-Shape Augmentation (Student Abstract) AAAI 2024 Interventional Speech Noise Injection for ASR Generalizable Spoken Language Understanding EMNLP 2024 IntraMix: Intra-Class Mixup Generation for Accurate Labels and Neighbors NeurIPS 2024