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Multimodal Machine Learning Applications

22 works

  1. Dataset of Karakalpak language stop words

    Khabibulla Madatov, Shukurla Bekchanov, Jernej Vičič

    ArticleNatural Language Processing TechniquesData in Brief202317 citations
    ABI

  2. Cross-Modal Transformer-Based Streaming Dense Video Captioning with Neural ODE Temporal Localization

    Shakhnoza Muksimova, Sabina Umirzakova, Murodjon Sultanov +1

    ArticleMultimodal Machine Learning ApplicationsSensors20254 citations
    ABI

  3. MIRA-CAP: Memory-Integrated Retrieval-Augmented Captioning for State-of-the-Art Image and Video Captioning

    Sabina Umirzakova, Shakhnoza Muksimova, Sevara Mardieva +2

    ArticleMultimodal Machine Learning ApplicationsSensors20243 citations
    ABI

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

    Silvia Bucci, Mohammad Reza Loghmani, Tatiana Tommasi

    PreprintDomain Adaptation and Few-Shot LearningLecture notes in computer science20200 citations
    ABI

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

    Vittorio Mazzia, Francesco Salvetti, Marcello Chiaberge

    PreprintAdvanced Neural Network ApplicationsScientific Reports20210 citations
    ABI

  6. Rethinking Domain Generalization Baselines

    Francesco Cappio Borlino, Antonio D’Innocente, Tatiana Tommasi

    PreprintDomain Adaptation and Few-Shot Learning20210 citations
    ABI

  7. Advancements in Natural Language Processing for Text Understanding

    M. John Basha, S. Vijayakumar, J. Jayashankari +2

    ArticleTopic ModelingE3S Web of Conferences20230 citations
    ABI

  8. MegaLoc: One Retrieval to Place Them All

    Gabriele Berton, Carlo Masone

    ArticleAdvanced Image and Video Retrieval Techniques20250 citations
    ABI

  9. Chestxgen: Dynamic Memory-Augmented Vision-Language Transformer with Context-Aware Gating for Radiology Report Generation

    Sharofiddin Allaberdiev, Asif Khan, Sardor Mamarasulov +1

    ArticleTopic ModelingJournal of Artificial Intelligence and Soft Computing Research20250 citations
    ABI

  10. Information-Measuring Approach to Multimodal Educational Content Quality via Neuro-Symbolic AI

    Khusniddin R. Ruzimboev, Ikhtiyor Avezmatov, Abdulaziz Xo‘jamqulov +1

    ArticleIntelligent Tutoring Systems and Adaptive Learning20250 citations
    ABI

  11. Neural Machine Translation for Cross-Language Robotics Programming Education

    Farkhod Eliboev, Zilola Sattorova, Nigora Akmalovna Yadgarova +3

    ArticleMultimodal Machine Learning Applications20250 citations
    ABI

  12. Transformer Architectures for Predictive Maintenance Content Generation in Smart Grid Education

    Maktuba Murtazakhojayeva, Gennadiy Bogdanovich, Qonaqbay Turdibaev +3

    ArticleAdvanced Graph Neural Networks20250 citations
    ABI

  13. BERT with Knowledge Distillation for Low-Latency Multilingual Chatbots in Smart Cities

    Khaled Shaalan, Aya M. Al-Zoghby, Raimova Malokhatkhon +3

    ArticleAI in Service Interactions20250 citations
    ABI

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

    Prateeksha, Nigora Norqobilova, Ollabergan Allaberganov +3

    ArticleDomain Adaptation and Few-Shot Learning20250 citations
    ABI

  15. Collaborative Instance Object Navigation: Leveraging Uncertainty-Awareness to Minimize Human-Agent Dialogues

    Francesco Taioli, Edoardo Zorzi, Gianni Franchi +4

    ArticleSpeech and dialogue systems20250 citations
    ABI

  16. CerberusDet: Unified Multi-dataset Object Detection

    Irina Tolstykh, Mikhail V. Chernyshov, Maksim Kuprashevich

    ChapterHandwritten Text Recognition TechniquesCommunications in computer and information science20250 citations
    ABI

  17. Video Captioning with Spatio-Temporal Graph Transformers

    Shakhnoza Muksimova, Sabina Umirzakova, Sevara Mardieva +2

    ChapterMultimodal Machine Learning ApplicationsLecture notes in computer science20250 citations
    ABI

  18. Agentic AI for Inclusive Education

    Abdullaeva Dilbar Ubaydullaevna, Umida Sadikova, Erkin Iskandarov +2

    ChapterIntelligent Tutoring Systems and Adaptive LearningAdvances in computational intelligence and robotics book series20250 citations
    ABI

  19. VISION-LANGUAGE MODELS IN THE ERA OF MULTIMODAL FOUNDATION MODELS

    Begench Yegendurdiyevich Geldibayev, Xurshid Ilhamovich Toliyev

    ArticleMultimodal Machine Learning ApplicationsZenodo (CERN European Organization for Nuclear Research)20260 citations
    ABI

  20. VISION-LANGUAGE MODELS IN THE ERA OF MULTIMODAL FOUNDATION MODELS

    Begench Yegendurdiyevich Geldibayev, Xurshid Ilhamovich Toliyev

    ArticleMultimodal Machine Learning ApplicationsZenodo (CERN European Organization for Nuclear Research)20260 citations
    ABI

  21. Unsupervised vs. Supervised RAG: A Comparative Study of Retrieval-Augmented Language Models and Their Output Variability

    Aruna Pavate, Vikas Mourya, Manisha Digra +2

    ChapterTopic ModelingLecture notes in networks and systems20260 citations
    ABI

  22. Explainable AI (XAI) for Classical ML and LLMs

    Brijendra Gupta, Ergashev Nuriddin Gayratovich, Erkin Kholiyarov +4

    ChapterExplainable Artificial Intelligence (XAI)Advances in computational intelligence and robotics book series20260 citations
    ABI