data augmentation

Automating Dataset Production Using Generative Text and Image Models COLING 2024 Balanced Data, Imbalanced Spectra: Unveiling Class Disparities with Spectral Imbalance ICML 2024 Balance, Multiple Augmentation, and Re-synthesis: A Triad Training Strategy for Enhanced Audio Deepfake Detection Interspeech 2024 BDA at SemEval-2024 Task 4: Detection of Persuasion in Memes Across Languages with Ensemble Learning and External Knowledge SemEval 2024 Benchmarking Children's ASR with Supervised and Self-supervised Speech Foundation Models Interspeech 2024 Benchmarking the Robustness of Cross-view Geo-localization Models ECCV 2024 Benchmarking the Robustness of Temporal Action Detection Models Against Temporal Corruptions CVPR 2024 BERTtime Stories: Investigating the Role of Synthetic Story Data in Language Pre-training CoNLL 2024 Better Synthetic Data by Retrieving and Transforming Existing Datasets ACL 2024 Beyond Entities: A Large-Scale Multi-Modal Knowledge Graph with Triplet Fact Grounding AAAI 2024 Beyond Mimicking Under-Represented Emotions: Deep Data Augmentation with Emotional Subspace Constraints for EEG-Based Emotion Recognition AAAI 2024 Beyond the Label Itself: Latent Labels Enhance Semi-supervised Point Cloud Panoptic Segmentation AAAI 2024 Bird Whisperer: Leveraging Large Pre-trained Acoustic Model for Bird Call Classification Interspeech 2024 BlendX: Complex Multi-Intent Detection with Blended Patterns COLING 2024 Boosting Model Resilience via Implicit Adversarial Data Augmentation IJCAI 2024 Byun at SemEval-2024 Task 6: Text Classification on Hallucinating Text with Simple Data Augmentation SemEval 2024 Can LLMs Augment Low-Resource Reading Comprehension Datasets? Opportunities and Challenges ACL 2024 Can LLMs Handle Low-Resource Dialects? A Case Study on Translation and Common Sense Reasoning in Šariš NAACL 2024 Can Modelling Inter-Rater Ambiguity Lead To Noise-Robust Continuous Emotion Predictions? Interspeech 2024 Can Synthetic Audio From Generative Foundation Models Assist Audio Recognition and Speech Modeling? Interspeech 2024 CareCorpus+: Expanding and Augmenting Caregiver Strategy Data to Support Pediatric Rehabilitation EMNLP 2024 Catch-Up Mix: Catch-Up Class for Struggling Filters in CNN AAAI 2024 CATfOOD: Counterfactual Augmented Training for Improving Out-of-Domain Performance and Calibration EACL 2024 Causal Optimal Transport of Abstractions CLeaR 2024 CAUSE: Counterfactual Assessment of User Satisfaction Estimation in Task-Oriented Dialogue Systems ACL 2024