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Domain Adaptation and Few-Shot Learning

Работ: 21

  1. Track Finding with Deep Neural Networks

    M. Kucharczyk, M. W. Wolter

    СтатьяAdvanced Neural Network ApplicationsComputer Science2019Цитирований: 0
    ABI

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

    Fabio Cermelli, Massimiliano Mancini, Elisa Ricci +1

    ПрепринтAdvanced Neural Network Applications2019Цитирований: 0
    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 science2020Цитирований: 0
    ABI

  4. Prototype-based Incremental Few-Shot Semantic Segmentation

    Fabio Cermelli, Massimiliano Mancini, Yongqin Xian +2

    ПрепринтDomain Adaptation and Few-Shot LearningarXiv (Cornell University)2020Цитирований: 0
    ABI

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

    Vittorio Mazzia, Francesco Salvetti, Marcello Chiaberge

    ПрепринтAdvanced Neural Network ApplicationsScientific Reports2021Цитирований: 0
    ABI

  6. Rethinking Domain Generalization Baselines

    Francesco Cappio Borlino, Antonio D’Innocente, Tatiana Tommasi

    ПрепринтDomain Adaptation and Few-Shot Learning2021Цитирований: 0
    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)2021Цитирований: 0
    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 Learning2021Цитирований: 0
    ABI

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

    V. Mahalakshmi, Mukta Sandhu, Mohammad Shabaz +5

    СтатьяContext-Aware Activity Recognition SystemsComputers in Human Behavior2023Цитирований: 0
    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

    СтатьяDomain Adaptation and Few-Shot LearningBig Data Mining and Analytics2024Цитирований: 0
    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

    СтатьяRemote-Sensing Image ClassificationAI2025Цитирований: 0
    ABI

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

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

    СтатьяMachine Learning and Data Classification2025Цитирований: 0
    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

    СтатьяRecommender Systems and Techniques2025Цитирований: 0
    ABI

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

    Prateeksha, Nigora Norqobilova, Ollabergan Allaberganov +3

    СтатьяDomain Adaptation and Few-Shot Learning2025Цитирований: 0
    ABI

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

    Saksham Mittal, Samariddin Makhmudov, Sarvarbek Matniyozov +3

    СтатьяDomain Adaptation and Few-Shot Learning2025Цитирований: 0
    ABI

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

    Carla Fabiana Chiasserini, Gustavo de Veciana, Francesco Malandrino

    СтатьяAdvanced Neural Network ApplicationsOpen MIND2026Цитирований: 0
    ABI

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

    Carla Fabiana Chiasserini, Gustavo de Veciana, Francesco Malandrino

    СтатьяAdvanced Neural Network ApplicationsZenodo (CERN European Organization for Nuclear Research)2026Цитирований: 0
    ABI

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

    Otepbergenov Jetkerbay Sakbergenovich

    СтатьяDomain Adaptation and Few-Shot LearningInternational Journal of Pedagogics2026Цитирований: 0
    ABI

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

    Langtian Qin, Ian Andrew Harshbarger, Leïla Nasraoui +2

    СтатьяDomain Adaptation and Few-Shot LearningZenodo (CERN European Organization for Nuclear Research)2026Цитирований: 0
    ABI

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

    Langtian Qin, Ian Andrew Harshbarger, Leïla Nasraoui +2

    СтатьяDomain Adaptation and Few-Shot LearningZenodo (CERN European Organization for Nuclear Research)2026Цитирований: 0
    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 Square2026Цитирований: 0
    ABI