Data Augmentation

Self-Supervised Adversarial Training via Diverse Augmented Queries and Self-Supervised Double Perturbation NeurIPS 2024 Self-Supervised Learning for ASR Pre-Training with Uniquely Determined Target Labels and Controlling Cepstrum Truncation for Speech Augmentation Interspeech 2024 Semantic-Aware Data Augmentation for Text-to-Image Synthesis AAAI 2024 Semantic Generative Augmentations for Few-Shot Counting WACV 2024 Semantic-Guided Generative Image Augmentation Method with Diffusion Models for Image Classification AAAI 2024 Semantists at LegalLens-2024: Data-efficient Training of LLM’s for Legal Violation Identification EMNLP 2024 SequenceMatch: Revisiting the Design of Weak-Strong Augmentations for Semi-Supervised Learning WACV 2024 SF(DA)$^2$: Source-free Domain Adaptation Through the Lens of Data Augmentation ICLR 2024 Shap-Mix: Shapley Value Guided Mixing for Long-Tailed Skeleton Based Action Recognition IJCAI 2024 ShareGPT4Video: Improving Video Understanding and Generation with Better Captions NeurIPS 2024 SIERA: An Evaluation Metric for Text Simplification using the Ranking Model and Data Augmentation by Edit Operations COLING 2024 Signer Diversity-driven Data Augmentation for Signer-Independent Sign Language Translation NAACL 2024 Simple and effective data augmentation for compositional generalization NAACL 2024 SimPSI: A Simple Strategy to Preserve Spectral Information in Time Series Data Augmentation AAAI 2024 Singing Voice Data Scaling-up: An Introduction to ACE-Opencpop and ACE-KiSing Interspeech 2024 SM3-Text-to-Query: Synthetic Multi-Model Medical Text-to-Query Benchmark NeurIPS 2024 SmallToLarge (S2L): Scalable Data Selection for Fine-tuning Large Language Models by Summarizing Training Trajectories of Small Models NeurIPS 2024 SMILE: Single-turn to Multi-turn Inclusive Language Expansion via ChatGPT for Mental Health Support EMNLP 2024 SNIDA: Unlocking Few-Shot Object Detection with Non-linear Semantic Decoupling Augmentation CVPR 2024 Soda-Eval: Open-Domain Dialogue Evaluation in the age of LLMs EMNLP 2024 Song Data Cleansing for End-to-End Neural Singer Diarization Using Neural Analysis and Synthesis Framework Interspeech 2024 Soul-Mix: Enhancing Multimodal Machine Translation with Manifold Mixup ACL 2024 Sound of Traffic: A Dataset for Acoustic Traffic Identification and Counting Interspeech 2024 Sparse Enhanced Network: An Adversarial Generation Method for Robust Augmentation in Sequential Recommendation AAAI 2024 Spatial-Temporal Augmentation for Crime Prediction (Student Abstract) AAAI 2024