conftrace_

data augmentation

3,121 papers

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DA

Co-occurring keywords · papers mentioning both

text classification (291) large language model (225) transfer learning (160) image classification (150) representation learning (144) contrastive learning (141) domain adaptation (139) few-shot learning (138) semi-supervised learning (132) self-supervised learning (131)

Papers

Occluded Person Re-identification via Saliency-Guided Patch Transfer AAAI 2024 On the Limitations of Temperature Scaling for Distributions with Overlaps ICLR 2024 On the Robustness of Neural Models for Full Sentence Transformation NAACL 2024 On Trajectory Augmentations for Off-Policy Evaluation ICLR 2024 Order-Agnostic Data Augmentation for Few-Shot Named Entity Recognition ACL 2024 Overcoming Early Saturation on Low-Resource Languages in Multilingual Dependency Parsing COLING 2024 Oversampling, Augmentation and Curriculum Learning for Speaking Assessment with Limited Training Data Interspeech 2024 PairAug: What Can Augmented Image-Text Pairs Do for Radiology? CVPR 2024 Parametric Augmentation for Time Series Contrastive Learning ICLR 2024 PCIC at SMM4H 2024: Enhancing Reddit Post Classification on Social Anxiety Using Transformer Models and Advanced Loss Functions ACL 2024 PCICUNAM at WASSA 2024: Cross-lingual Emotion Detection Task with Hierarchical Classification and Weighted Loss Functions ACL 2024 PDAMeta: Meta-Learning Framework with Progressive Data Augmentation for Few-Shot Text Classification COLING 2024 PEAR at SemEval-2024 Task 1: Pair Encoding with Augmented Re-sampling for Semantic Textual Relatedness SemEval 2024 PertEval: Unveiling Real Knowledge Capacity of LLMs with Knowledge-Invariant Perturbations NeurIPS 2024 PiVe: Prompting with Iterative Verification Improving Graph-based Generative Capability of LLMs ACL 2024 Plan, Generate and Complicate: Improving Low-resource Dialogue State Tracking via Easy-to-Difficult Zero-shot Data Augmentation ACL 2024 Plug-In Diffusion Model for Sequential Recommendation AAAI 2024 PointPatchMix: Point Cloud Mixing with Patch Scoring AAAI 2024 Pooling Image Datasets with Multiple Covariate Shift and Imbalance ICLR 2024 PoseGen: Learning to Generate 3D Human Pose Dataset with NeRF AAAI 2024 Posterior Uncertainty Quantification in Neural Networks using Data Augmentation AISTATS 2024 Pre-trained Feature Fusion and Matching for Mild Cognitive Impairment Detection Interspeech 2024 ProgGen: Generating Named Entity Recognition Datasets Step-by-step with Self-Reflexive Large Language Models ACL 2024 Prompting towards Alleviating Code-Switched Data Scarcity in Under-Resourced Languages with GPT as a Pivot COLING 2024 Prompting Vision-Language Models For Aspect-Controlled Generation of Referring Expressions NAACL 2024