Data Augmentation

When Witnesses Defend: A Witness Graph Topological Layer for Adversarial Graph Learning AAAI 2025 Who’s the (Multi-)Fairest of Them All: Rethinking Interpolation-Based Data Augmentation Through the Lens of Multicalibration AAAI 2025 xiacui at SemEval-2025 Task 11: Addressing Data Imbalance in Transformer-Based Multi-Label Emotion Detection with Weighted Loss SemEval 2025 XPose: Towards Extreme Low Light Hand Pose Estimation WACV 2025 You Are What You Train: Effects of Data Composition on Training Context-aware Machine Translation Models EMNLP 2025 You need to MIMIC to get FAME: Solving Meeting Transcript Scarcity with Multi-Agent Conversations ACL 2025 Your Language Model May Think Too Rigidly: Achieving Reasoning Consistency with Symmetry-Enhanced Training ACL 2025 Zero at SemEval-2025 Task 11: Multilingual Emotion Classification with BERT Variants: A Comparative Study SemEval 2025 Zhoumou at SemEval-2025 Task 1: Leveraging Multimodal Data Augmentation and Large Language Models for Enhanced Idiom Understanding SemEval 2025 D^2 Pruning: Message Passing for Balancing Diversity & Difficulty in Data Pruning ICLR 2024 causalAssembly: Generating Realistic Production Data for Benchmarking Causal Discovery CLeaR 2024 2D-OOB: Attributing Data Contribution Through Joint Valuation Framework NeurIPS 2024 ABEX: Data Augmentation for Low-Resource NLU via Expanding Abstract Descriptions ACL 2024 Abstract Meaning Representation-Based Logic-Driven Data Augmentation for Logical Reasoning ACL 2024 ACAMDA: Improving Data Efficiency in Reinforcement Learning through Guided Counterfactual Data Augmentation AAAI 2024 A Comprehensive Augmentation Framework for Anomaly Detection AAAI 2024 A Comprehensive Investigation on Speaker Augmentation for Speaker Recognition Interspeech 2024 A coreference corpus of Turkish situated dialogs ACL 2024 Acoustic Feature Mixup for Balanced Multi-aspect Pronunciation Assessment Interspeech 2024 Addressing Entity Translation Problem via Translation Difficulty and Context Diversity ACL 2024 A demonstrator for articulation-based command word recognition Interspeech 2024 Advancing Fine-Grained Classification by Structure and Subject Preserving Augmentation NeurIPS 2024 Adversarial AutoMixup ICLR 2024 AdvST: Revisiting Data Augmentations for Single Domain Generalization AAAI 2024 A Generative Model of Symmetry Transformations NeurIPS 2024