10 datasets found

Formats: JSON Tags: continual learning

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  • Multi-Label Continual Learning for Medical Imaging: A Novel Benchmark

    A novel benchmark for multi-label image classification in medical imaging, combining new classes and domains into a challenging scenario.

  • CRIL Dataset

    The dataset used in the Continual Robot Imitation Learning (CRIL) paper, which consists of pseudo demonstrations of learned tasks and real demonstrations of new tasks.

  • Continual World

    The Continual World benchmark consists of ten realistic robotic manipulation tasks.

  • Light Federated and Continual Consensus (LFedCon2)

    A federated and continual learning framework for classification tasks in a society of devices

  • Split MS-COCO

    The dataset used in the paper is the Split MS-COCO dataset, which is a comprehensive framework for continual image captioning.

  • UCF101

    The UCF101 dataset contains 13320 videos distributed in 101 action categories. This dataset is different from the above ones in that it contains mostly coarse sports activities...

  • Kinetics

    The Kinetics dataset is a large-scale human action dataset, which consists of 400 action classes where each category has more than 400 videos.

  • CORe50

    CORe50 is a video benchmark for continual learning, consisting of 164,866 128x128 images of 50 domestic objects belonging to 10 categories.

  • CDDB-Hard

    This dataset is a continual deepfake detection benchmark, which contains images across different domains.

  • ActivityNet

    Temporal activity detection has drawn increasing interests in both academic and industry communities due to its vast potential applications in security surveillance, behavior...
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