data augmentation

3037 papers

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Also known as

DA-MCMC DADA DA TTA ADA EDA

Co-occurring keywords

text classification (6776) large language model (12755) transfer learning (5442) semi-supervised learning (2331) few-shot learning (3390) domain adaptation (4578) machine translation (2472) image classification (1943) language model (4573) low-resource language (2234)

Papers

Semi-supervised Class-Agnostic Motion Prediction with Pseudo Label Regeneration and BEVMix AAAI 2024

Compositional Generalization for Multi-Label Text Classification: A Data-Augmentation Approach AAAI 2024

TiMix: Text-Aware Image Mixing for Effective Vision-Language Pre-training AAAI 2024

Robust Laughter Segmentation with Automatic Diverse Data Synthesis INTERSPEECH 2024

Weakly Supervised Semantic Segmentation for Driving Scenes AAAI 2024

PoseGen: Learning to Generate 3D Human Pose Dataset with NeRF AAAI 2024

Object-Aware Domain Generalization for Object Detection AAAI 2024

Supervision Interpolation via LossMix: Generalizing Mixup for Object Detection and Beyond AAAI 2024

Diverse Person: Customize Your Own Dataset for Text-Based Person Search AAAI 2024

Balance, Multiple Augmentation, and Re-synthesis: A Triad Training Strategy for Enhanced Audio Deepfake Detection INTERSPEECH 2024

Low-Complexity Acoustic Scene Classification Using Parallel Attention-Convolution Network INTERSPEECH 2024

CutFreq: Cut-and-Swap Frequency Components for Low-Level Vision Augmentation AAAI 2024

Relation Classification via Bidirectional Prompt Learning with Data Augmentation by Large Language Model COLING 2024

ROAR: Reinforcing Original to Augmented Data Ratio Dynamics for Wav2vec2.0 Based ASR INTERSPEECH 2024

Weighted Cross-entropy for Low-Resource Languages in Multilingual Speech Recognition INTERSPEECH 2024

Semantic-Aware Data Augmentation for Text-to-Image Synthesis AAAI 2024

PDAMeta: Meta-Learning Framework with Progressive Data Augmentation for Few-Shot Text Classification COLING 2024

Reinforcement Learning based Data Augmentation for Noise Robust Speech Emotion Recognition INTERSPEECH 2024

ReadLet: A Dataset for Oral, Visual and Tactile Text Reading Data of Early and Mature Readers COLING 2024

Frequency-mix Knowledge Distillation for Fake Speech Detection INTERSPEECH 2024

A Comprehensive Investigation on Speaker Augmentation for Speaker Recognition INTERSPEECH 2024

PointPatchMix: Point Cloud Mixing with Patch Scoring AAAI 2024

Leveraging Pre-existing Resources for Data-Efficient Counter-Narrative Generation in Korean COLING 2024

Dataset-Distillation Generative Model for Speech Emotion Recognition INTERSPEECH 2024

LA-UCL: LLM-Augmented Unsupervised Contrastive Learning Framework for Few-Shot Text Classification COLING 2024