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Domain Adaptation and Few-Shot Learning

21 та иш

  1. Track Finding with Deep Neural Networks

    M. Kucharczyk, M. W. Wolter

    МақолаAdvanced Neural Network ApplicationsComputer Science20190 иқтибос
    ABI

  2. The RGB-D Triathlon: Towards Agile Visual Toolboxes for Robots

    Fabio Cermelli, Massimiliano Mancini, Elisa Ricci +1

    ПрепринтAdvanced Neural Network Applications20190 иқтибос
    ABI

  3. On the Effectiveness of Image Rotation for Open Set Domain Adaptation

    Silvia Bucci, Mohammad Reza Loghmani, Tatiana Tommasi

    ПрепринтDomain Adaptation and Few-Shot LearningLecture notes in computer science20200 иқтибос
    ABI

  4. Prototype-based Incremental Few-Shot Semantic Segmentation

    Fabio Cermelli, Massimiliano Mancini, Yongqin Xian +2

    ПрепринтDomain Adaptation and Few-Shot LearningarXiv (Cornell University)20200 иқтибос
    ABI

  5. Efficient-CapsNet: capsule network with self-attention routing

    Vittorio Mazzia, Francesco Salvetti, Marcello Chiaberge

    ПрепринтAdvanced Neural Network ApplicationsScientific Reports20210 иқтибос
    ABI

  6. Rethinking Domain Generalization Baselines

    Francesco Cappio Borlino, Antonio D’Innocente, Tatiana Tommasi

    ПрепринтDomain Adaptation and Few-Shot Learning20210 иқтибос
    ABI

  7. Self-supervised learning for joint SAR and multispectral land cover classification

    Antonio Montanaro, Diego Valsesia, Giulia Fracastoro +1

    ПрепринтRemote-Sensing Image ClassificationarXiv (Cornell University)20210 иқтибос
    ABI

  8. Beyond cross-entropy: learning highly separable feature distributions for robust and accurate classification

    Arslan Ali, Andrea Migliorati, Tiziano Bianchi +1

    ПрепринтAdversarial Robustness in Machine Learning20210 иқтибос
    ABI

  9. Few-shot learning-based human behavior recognition model

    V. Mahalakshmi, Mukta Sandhu, Mohammad Shabaz +5

    МақолаContext-Aware Activity Recognition SystemsComputers in Human Behavior20230 иқтибос
    ABI

  10. TV-SAM: Increasing Zero-Shot Segmentation Performance on Multimodal Medical Images Using GPT-4 Generated Descriptive Prompts Without Human Annotation

    Zekun Jiang, Dongjie Cheng, Ziyuan Qin +10

    МақолаDomain Adaptation and Few-Shot LearningBig Data Mining and Analytics20240 иқтибос
    ABI

  11. Remote Sensing Scene Classification via Multi-Feature Fusion Based on Discriminative Multiple Canonical Correlation Analysis

    Shavkat Fazilov, O.R. Yusupov, Yigitali Khandamov +3

    МақолаRemote-Sensing Image ClassificationAI20250 иқтибос
    ABI

  12. AutoML-Driven Architecture Optimization for Efficient and Scalable Neural Network Design

    Zainab Kadum Jabber, Tholfiqar Z. Ismail, Nigora Yokubova +3

    МақолаMachine Learning and Data Classification20250 иқтибос
    ABI

  13. Cross-Domain Transfer Learning Framework for Personalized Recommendation Systems Leveraging Heterogeneous Big Data Streams

    Joel Osei-Asiamah, Malik Bader Alazzam, Ajmeera Kiran +3

    МақолаRecommender Systems and Techniques20250 иқтибос
    ABI

  14. Few-Shot Learning for Domain-Specific Intent Detection in Task-Oriented Dialog Systems

    Prateeksha, Nigora Norqobilova, Ollabergan Allaberganov +3

    МақолаDomain Adaptation and Few-Shot Learning20250 иқтибос
    ABI

  15. Meta-Learning for Few-Shot Adaptation in Robotic Control Tasks

    Saksham Mittal, Samariddin Makhmudov, Sarvarbek Matniyozov +3

    МақолаDomain Adaptation and Few-Shot Learning20250 иқтибос
    ABI

  16. TIDE: Task-driven DNN Training and Splitting for Efficient Inference at the Mobile Edge

    Carla Fabiana Chiasserini, Gustavo de Veciana, Francesco Malandrino

    МақолаAdvanced Neural Network ApplicationsOpen MIND20260 иқтибос
    ABI

  17. TIDE: Task-driven DNN Training and Splitting for Efficient Inference at the Mobile Edge

    Carla Fabiana Chiasserini, Gustavo de Veciana, Francesco Malandrino

    МақолаAdvanced Neural Network ApplicationsZenodo (CERN European Organization for Nuclear Research)20260 иқтибос
    ABI

  18. Methods for Improving the Efficiency of Artificial Intelligence on Small Datasets: Alternative Algorithms and Transfer Learning

    Otepbergenov Jetkerbay Sakbergenovich

    МақолаDomain Adaptation and Few-Shot LearningInternational Journal of Pedagogics20260 иқтибос
    ABI

  19. OMNIS: Semantic RAN Slicing via Dynamic Split Neural Networks

    Langtian Qin, Ian Andrew Harshbarger, Leïla Nasraoui +2

    МақолаDomain Adaptation and Few-Shot LearningZenodo (CERN European Organization for Nuclear Research)20260 иқтибос
    ABI

  20. OMNIS: Semantic RAN Slicing via Dynamic Split Neural Networks

    Langtian Qin, Ian Andrew Harshbarger, Leïla Nasraoui +2

    МақолаDomain Adaptation and Few-Shot LearningZenodo (CERN European Organization for Nuclear Research)20260 иқтибос
    ABI

  21. Rafale: Towards the Efficient Resource-Aware Federated Knowledge Distillation on Heterogeneous Clients

    Harsh Pratap Singh, Debasis Das, Gozzal Eshniyazova +2

    ПрепринтAdvanced Graph Neural NetworksResearch Square20260 иқтибос
    ABI