ImageCLEF-DA

Overview edit

Variants: ImageCLEF-DA

Associated Benchmarks

This dataset is used in 1 benchmark:

• Domain Adaptation - Metrics: Accuracy

Recent Benchmark Submissions

Research Papers

Recent papers with results on this dataset:

• Unsupervised Domain Adaption Harnessing Vision-Language Pre-training (2024) -
• Reusing the Task-specific Classifier as a Discriminator: Discriminator-free Adversarial Domain Adaptation (2022) -
• Global-Local Regularization Via Distributional Robustness (2022) -
• Discriminative Feature Alignment: Improving Transferability of Unsupervised Domain Adaptation by Gaussian-guided Latent Alignment (2020) -
• Entropy Minimization vs. Diversity Maximization for Domain Adaptation (2020) -
• Dual Adversarial Domain Adaptation (2020) -
• Correlation-aware Adversarial Domain Adaptation and Generalization (2019) -
• Unsupervised Domain Adaptation via Structured Prediction Based Selective Pseudo-Labeling (2019) -
• Transfer Learning with Dynamic Distribution Adaptation (2019) -
• Attending to Discriminative Certainty for Domain Adaptation (2019) -
• Easy Transfer Learning By Exploiting Intra-domain Structures (2019) -
• Looking back at Labels: A Class based Domain Adaptation Technique (2019) -
• Cluster Alignment with a Teacher for Unsupervised Domain Adaptation (2019) -
• Larger Norm More Transferable: An Adaptive Feature Norm Approach for Unsupervised Domain Adaptation (2018) -
• Learning Transferable Features with Deep Adaptation Networks (2015) -