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adaptive augmentation

9 papers

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Co-occurring keywords

data augmentation (3052) contrastive learning (4032) gradient descent (1144) deep classifier (8) diffusion model (3751) chain-of-thought prompting (313) adaptive framework (5) retrieval augmentation (139) graph augmentation (42) bias-variance decomposition (17)

Papers

PASA: Progressive-Adaptive Spectral Augmentation for Automated Auscultation in Data-Scarce Environments AAAI 2026
Diffusion Guided Adaptive Augmentation for Generalization in Visual Reinforcement Learning ICCV 2025
When and How to Augment Your Input: Question Routing Helps Balance the Accuracy and Efficiency of Large Language Models NAACL 2025
Propagation Tree Is Not Deep: Adaptive Graph Contrastive Learning Approach for Rumor Detection AAAI 2024
Non-Neighbors Also Matter to Kriging: A New Contrastive-Prototypical Learning AISTATS 2024
Contrastive General Graph Matching with Adaptive Augmentation Sampling IJCAI 2024
Universal Adaptive Data Augmentation IJCAI 2023
Leveling Down in Computer Vision: Pareto Inefficiencies in Fair Deep Classifiers CVPR 2022
AdaAug: Learning Class- and Instance-adaptive Data Augmentation Policies ICLR 2022