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Publications & Outputs

  1. DreamFactory: Pioneering Multi-Scene Long Video Generation with a Multi-Agent Framework

    Xie, Z., Tang, D., Tan, D., Klein, J., Bissyand, T. F. & Ezzini, S., 21/08/2024, Arxiv.

    Research output: Working paperPreprint

  2. Semi-Supervised Learning guided by the Generalized Bayes Rule under Soft Revision

    Dietrich, S., Rodemann, J. & Jansen, C., 24/05/2024, Arxiv.

    Research output: Working paperPreprint

  3. IMAFD: An Interpretable Multi-stage Approach to Flood Detection from time series Multispectral Data

    Zhang, Z., Angelov, P., Kangin, D. & Longepe, N., 13/05/2024, Arxiv.

    Research output: Working paperPreprint

  4. An Empirical Evaluation of the Rashomon Effect in Explainable Machine Learning

    Müller, S., Toborek, V., Beckh, K., Jakobs, M., Bauckhage, C. & Welke, P., 27/06/2023, Arxiv.

    Research output: Working paperPreprint

  5. Hidden Schema Networks

    Sánchez, R. J., Conrads, L., Welke, P., Cvejoski, K. & Ojeda, C., 26/05/2023, Arxiv.

    Research output: Working paperPreprint

  6. AfriQA: Cross-lingual Open-Retrieval Question Answering for African Languages

    Ogundepo, O., Gwadabe, T. R., Rivera, C. E., Clark, J. H., Ruder, S., Adelani, D. I., Ezeani, I., Chukwuneke, C., Dossou, B. F. P., Abdou, A. D., Sikasote, C., Hacheme, G., Buzaaba, H., Mabuya, R., Osei, S., Emezue, C., Kahira, A. N., Muhammad, S. H., Oladipo, A. & Owodunni, A. T. & 32 others, Tonja, A. L., Shode, I., Asai, A., Ajayi, T. O., Siro, C., Arthur, S., Adeyemi, M., Ahia, O., Anuoluwapo, A., Awosan, O., Opoku, B., Ayodele, A., Otiende, V., Mwase, C., Sinkala, B., Rubungo, A. N., Ajisafe, D. A., Onwuegbuzia, E. F., Mbow, H., Niyomutabazi, E., Mukonde, E., Lawan, F. I., Ahmad, I. S., Alabi, J. O., Namukombo, M., Chinedu, M., Phiri, M., Putini, N., Mngoma, N., Amuok, P. A., Iro, R. N. & Adhiambo, S., 11/05/2023, Arxiv.

    Research output: Working paperPreprint

  7. Pinch: An Adversarial Extraction Attack Framework for Deep Learning Models

    Hackett, W., Trawicki, S., Yu, Z., Suri, N. & Garraghan, P., 13/09/2022, In: arXiv.

    Research output: Contribution to Journal/MagazineJournal article

  8. DL-Reg: A Deep Learning Regularization Technique using Linear Regression

    Dialameh, M., Hamzeh, A. & Rahmani, H., 31/10/2020, In: arXiv.

    Research output: Contribution to Journal/MagazineJournal article

  9. Participatory Research for Low-resourced Machine Translation: A Case Study in African Languages

    Nekoto, W., Marivate, V., Matsila, T., Fasubaa, T., Kolawole, T., Fagbohungbe, T., Akinola, S. O., Muhammad, S. H., Kabongo, S., Osei, S., Freshia, S., Niyongabo, R. A., Macharm, R., Ogayo, P., Ahia, O., Meressa, M., Adeyemi, M., Mokgesi-Selinga, M., Okegbemi, L. & Martinus, L. J. & 28 others, Tajudeen, K., Degila, K., Ogueji, K., Siminyu, K., Kreutzer, J., Webster, J., Ali, J. T., Abbott, J., Orife, I., Ezeani, I., Dangana, I. A., Kamper, H., Elsahar, H., Duru, G., Kioko, G., Murhabazi, E., Biljon, E. V., Whitenack, D., Onyefuluchi, C., Emezue, C., Dossou, B., Sibanda, B., Bassey, B. I., Olabiyi, A., Ramkilowan, A., Öktem, A., Akinfaderin, A. & Bashir, A., 5/10/2020, In: arXiv.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  10. Towards Deep Machine Reasoning: a Prototype-based Deep Neural Network with Decision Tree Inference

    Angelov, P. & Soares, E., 2/02/2020, In: arXiv.

    Research output: Contribution to Journal/MagazineJournal article

  11. Towards Explainable Deep Neural Networks (xDNN)

    Angelov, P. & Soares, E., 5/12/2019, In: arXiv. p. 1-9 9 p.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

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