data-efficient training

Data-efficient Targeted Token-level Preference Optimization for LLM-based Text-to-Speech ACL 2026 Learning More from Less: Exploiting Counterfactuals for Data-Efficient Chart Understanding ACL 2026 A Survey on Efficient Large Language Model Training: From Data-centric Perspectives ACL 2025 Soundwave: Less is More for Speech-Text Alignment in LLMs ACL 2025 Less is More: Accurate Speech Recognition & Translation without Web-Scale Data Interspeech 2024 Exploring Transformers as Compact, Data-efficient Language Models CoNLL 2023 Re-GAN: Data-Efficient GANs Training via Architectural Reconfiguration CVPR 2023 Adaptive Second Order Coresets for Data-efficient Machine Learning ICML 2022 Nested Hierarchical Transformer: Towards Accurate, Data-Efficient and Interpretable Visual Understanding AAAI 2022 Data-Efficient GAN Training Beyond (Just) Augmentations: A Lottery Ticket Perspective NeurIPS 2021 TMCOSS: Thresholded Multi-Criteria Online Subset Selection for Data-Efficient Autonomous Driving ICCV 2021 Coresets for Data-efficient Training of Machine Learning Models ICML 2020 Differentiable Augmentation for Data-Efficient GAN Training NeurIPS 2020