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Data Augmentation

3622 directly classified papers

Papers per year

Papers

MODA: Motion-Drift Augmentation for Inertial Human Motion Analysis CVPR 2025
SegBuilder: A Semi-Automatic Annotation Tool for Segmentation WACV 2025
Enhancing Diversity for Data-free Quantization CVPR 2025
Grounded Semantic Role Labelling from Synthetic Multimodal Data for Situated Robot Commands EMNLP 2025
Koala-36M: A Large-scale Video Dataset Improving Consistency between Fine-grained Conditions and Video Content CVPR 2025
VisionArena: 230k Real World User-VLM Conversations with Preference Labels CVPR 2025
PriFold: Biological Priors Improve RNA Secondary Structure Predictions AAAI 2025
DiffRetouch: Using Diffusion to Retouch on the Shoulder of Experts AAAI 2025
SubjectDrive: Scaling Generative Data in Autonomous Driving via Subject Control AAAI 2025
Tag-Instruct: Controlled Instruction Complexity Enhancement through Structure-based Augmentation ACL 2025
Explicit Relational Reasoning Network for Scene Text Detection AAAI 2025
Promptable Representation Distribution Learning and Data Augmentation for Gigapixel Histopathology WSI Analysis AAAI 2025
Towards Adversarially Robust Dataset Distillation by Curvature Regularization AAAI 2025
Enhancing LLMs via High-Knowledge Data Selection AAAI 2025
When Witnesses Defend: A Witness Graph Topological Layer for Adversarial Graph Learning AAAI 2025
FSL-Rectifier: Rectify Outliers in Few-Shot Learning via Test-Time Augmentation AAAI 2025
Synthetic Tabular Data Generation for Imbalanced Classification: The Surprising Effectiveness of an Overlap Class AAAI 2025
Who’s the (Multi-)Fairest of Them All: Rethinking Interpolation-Based Data Augmentation Through the Lens of Multicalibration AAAI 2025
To Predict or Not to Predict? Proportionally Masked Autoencoders for Tabular Data Imputation AAAI 2025
SAP: Corrective Machine Unlearning with Scaled Activation Projection for Label Noise Robustness AAAI 2025
Task Configuration Impacts Annotation Quality and Model Training Performance in Crowdsourced Image Segmentation WACV 2025
EventZoom: A Progressive Approach to Event-Based Data Augmentation for Enhanced Neuromorphic Vision AAAI 2025
Multi-Label Few-Shot Image Classification via Pairwise Feature Augmentation and Flexible Prompt Learning AAAI 2025
ScaleMatch: Multi-scale Consistency Enhancement for Semi-supervised Semantic Segmentation AAAI 2025
I2R-NLP at SemEval-2025 Task 8: Question Answering on Tabular Data ACL 2025