Paper "data augmentation" Papers
15 papers found
Conference
Augmenting Math Word Problems via Iterative Question Composing
Haoxiong Liu, Yifan Zhang, Yifan Luo et al.
AAAI 2025paperarXiv:2401.09003
69
citations
DECT: Harnessing LLM-assisted Fine-Grained Linguistic Knowledge and Label-Switched and Label-Preserved Data Generation for Diagnosis of Alzheimer’s Disease
Tingyu Mo, Jacqueline C. K. Lam, Victor O. K. Li et al.
AAAI 2025paperarXiv:2502.04394
4
citations
Enhancing Masked Time-Series Modeling via Dropping Patches
Tianyu Qiu, Yi Xie, Hao Niu et al.
AAAI 2025paperarXiv:2412.15315
4
citations
HOGSA: Bimanual Hand-Object Interaction Understanding with 3D Gaussian Splatting Based Data Augmentation
Wentian Qu, Jiahe Li, Jian Cheng et al.
AAAI 2025paperarXiv:2501.02845
3
citations
InverseCoder: Self-improving Instruction-Tuned Code LLMs with Inverse-Instruct
Yutong Wu, Di Huang, Wenxuan Shi et al.
AAAI 2025paperarXiv:2407.05700
9
citations
Label-Efficient Data Augmentation with Video Diffusion Models for Guidewire Segmentation in Cardiac Fluoroscopy
Shaoyan Pan, Yikang Liu, Lin Zhao et al.
AAAI 2025paperarXiv:2412.16050
1
citations
PhysAug: A Physical-guided and Frequency-based Data Augmentation for Single-Domain Generalized Object Detection
Xiaoran Xu, Jiangang Yang, Wenhui Shi et al.
AAAI 2025paperarXiv:2412.11807
6
citations
TdAttenMix: Top-Down Attention Guided Mixup
Zhiming Wang, Lin Gu, Feng Lu
AAAI 2025paperarXiv:2501.15409
2
citations
TimeDP: Learning to Generate Multi-Domain Time Series with Domain Prompts
Yu-Hao Huang, Chang Xu, Yueying Wu et al.
AAAI 2025paperarXiv:2501.05403
15
citations
A Comprehensive Augmentation Framework for Anomaly Detection
Lin Jiang, Yaping Yan
AAAI 2024paperarXiv:2308.15068
16
citations
AnomalyDiffusion: Few-Shot Anomaly Image Generation with Diffusion Model
Teng Hu, Jiangning Zhang, Ran Yi et al.
AAAI 2024paperarXiv:2312.05767
144
citations
Compositional Generalization for Multi-Label Text Classification: A Data-Augmentation Approach
Yuyang Chai, Zhuang Li, Jiahui Liu et al.
AAAI 2024paperarXiv:2312.11276
16
citations
LAMPAT: Low-Rank Adaption for Multilingual Paraphrasing Using Adversarial Training
Khoi M. Le, Trinh Pham, Tho Quan et al.
AAAI 2024paperarXiv:2401.04348
11
citations
TiMix: Text-Aware Image Mixing for Effective Vision-Language Pre-training
Chaoya Jiang, Wei Ye, Haiyang Xu et al.
AAAI 2024paperarXiv:2312.08846
6
citations
Towards Improved Proxy-Based Deep Metric Learning via Data-Augmented Domain Adaptation
Li Ren, Chen Chen, Liqiang Wang et al.
AAAI 2024paperarXiv:2401.00617
16
citations