{"total":28,"rows":[{"id":"2202.12513","title":"TeachAugment: Data Augmentation Optimization Using Teacher Knowledge","created":"2022-02-25","cited_by_count":37,"area":null},{"id":"2212.14032","title":"On Implicit Bias in Overparameterized Bilevel Optimization","created":"2022-12-28","cited_by_count":30,"area":null},{"id":"2104.04282","title":"Direct Differentiable Augmentation Search","created":"2021-04-09","cited_by_count":28,"area":null},{"id":"2309.00844","title":"Domain Generalization via Balancing Training Difficulty and Model Capability","created":"2023-09-02","cited_by_count":20,"area":null},{"id":"2212.14453","title":"Learning Multimodal Data Augmentation in Feature Space","created":"2022-12-29","cited_by_count":18,"area":null},{"id":"2403.11395","title":"Automated data processing and feature engineering for deep learning and big data applications: a survey","created":"2024-03-18","cited_by_count":14,"area":null},{"id":"2309.04747","title":"When to Learn What: Model-Adaptive Data Augmentation Curriculum","created":"2023-09-09","cited_by_count":13,"area":null},{"id":"2311.16514","title":"Video Anomaly Detection via Spatio-Temporal Pseudo-Anomaly Generation : A Unified Approach","created":"2023-11-27","cited_by_count":10,"area":null},{"id":"2308.07575","title":"Story Visualization by Online Text Augmentation with Context Memory","created":"2023-08-15","cited_by_count":7,"area":null},{"id":"2108.07958","title":"Semantic Perturbations with Normalizing Flows for Improved Generalization","created":"2021-08-18","cited_by_count":6,"area":null},{"id":"2109.05765","title":"DHA: End-to-End Joint Optimization of Data Augmentation Policy, Hyper-parameter and Architecture","created":"2021-09-13","cited_by_count":6,"area":null},{"id":"2311.06965","title":"Anchor Data Augmentation","created":"2023-11-12","cited_by_count":6,"area":null},{"id":"2207.06658","title":"Universal Adaptive Data Augmentation","created":"2022-07-14","cited_by_count":5,"area":null},{"id":"2207.14428","title":"Paired Cross-Modal Data Augmentation for Fine-Grained Image-to-Text Retrieval","created":"2022-07-29","cited_by_count":5,"area":null},{"id":"2403.06138","title":"BSDA: Bayesian Random Semantic Data Augmentation for Medical Image Classification","created":"2024-03-10","cited_by_count":5,"area":null},{"id":"2501.01441","title":"Explanatory Debiasing: Involving Domain Experts in the Data Generation Process to Mitigate Representation Bias in AI Systems","created":"2024-12-26","cited_by_count":5,"area":null},{"id":"2311.16941","title":"Debiasing Multimodal Models via Causal Information Minimization","created":"2023-11-28","cited_by_count":4,"area":null},{"id":"2312.13440","title":"MGAug: Multimodal Geometric Augmentation in Latent Spaces of Image Deformations","created":"2023-12-20","cited_by_count":4,"area":null},{"id":"2405.05886","title":"Exploiting Autoencoder's Weakness to Generate Pseudo Anomalies","created":"2024-05-09","cited_by_count":4,"area":null},{"id":"2409.04820","title":"FreeAugment: Data Augmentation Search Across All Degrees of Freedom","created":"2024-09-07","cited_by_count":3,"area":null},{"id":"2307.11375","title":"LatentAugment: Data Augmentation via Guided Manipulation of GAN's Latent Space","created":"2023-07-21","cited_by_count":2,"area":null},{"id":"2209.02408","title":"Robustness and invariance properties of image classifiers","created":"2022-08-30","cited_by_count":1,"area":null},{"id":"2403.08352","title":"Data augmentation with automated machine learning: approaches and performance comparison with classical data augmentation methods","created":"2024-03-13","cited_by_count":1,"area":null},{"id":"2501.17802","title":"LEKA:LLM-Enhanced Knowledge Augmentation","created":"2025-01-29","cited_by_count":1,"area":null},{"id":"2311.06070","title":"Learning-Based Biharmonic Augmentation for Point Cloud Classification","created":"2023-11-10","cited_by_count":0,"area":null},{"id":"2408.13426","title":"Optimal Layer Selection for Latent Data Augmentation","created":"2024-08-24","cited_by_count":0,"area":null},{"id":"2409.17474","title":"Reducing and Exploiting Data Augmentation Noise through Meta Reweighting Contrastive Learning for Text Classification","created":"2024-09-26","cited_by_count":0,"area":null},{"id":"2603.21819","title":"Ctrl-A: Control-Driven Online Data Augmentation","created":"2026-03-23","cited_by_count":0,"area":null}],"next_cursor":null}