Data Augmentation

Beyond Document Page Classification: Design, Datasets, and Challenges WACV 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 BIGOS V2 Benchmark for Polish ASR: Curated Datasets and Tools for Reproducible Evaluation NeurIPS 2024 Bird Whisperer: Leveraging Large Pre-trained Acoustic Model for Bird Call Classification Interspeech 2024 BLN600: A Parallel Corpus of Machine/Human Transcribed Nineteenth Century Newspaper Texts COLING 2024 Boosting Model Resilience via Implicit Adversarial Data Augmentation IJCAI 2024 Boosting Neural Representations for Videos with a Conditional Decoder CVPR 2024 Boundary Matters: A Bi-Level Active Finetuning Method NeurIPS 2024 Brandeis at VarDial 2024 DSL-ML Shared Task: Multilingual Models, Simple Baselines and Data Augmentation NAACL 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 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 CapsFusion: Rethinking Image-Text Data at Scale CVPR 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 CausalTime: Realistically Generated Time-series for Benchmarking of Causal Discovery ICLR 2024 CAUSE: Counterfactual Assessment of User Satisfaction Estimation in Task-Oriented Dialogue Systems ACL 2024 CCSum: A Large-Scale and High-Quality Dataset for Abstractive News Summarization NAACL 2024 ChatGPT Based Data Augmentation for Improved Parameter-Efficient Debiasing of LLMs EACL 2024 ChatHF: Collecting Rich Human Feedback from Real-time Conversations EMNLP 2024 Claim-Centric and Sentiment Guided Graph Attention Network for Rumour Detection COLING 2024 ClaimLens: Automated, Explainable Fact-Checking on Voting Claims Using Frame-Semantics EMNLP 2024 Classifying Cable Tendency With Semantic Segmentation by Utilizing Real and Simulated RGB Data WACV 2024