PhD supervision
- Tristan Heal
- Majed Pramanik
- Truman Venters
Selected publications
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Open access
A good feature extractor is all you need for weakly supervised pathology slide classification
Wölflein, G., Ferber, D., Meneghetti, A. R., El Nahhas, O. S. M., Truhn, D., Carrero, Z. I., Harrison, D. J., Arandjelović, O. & Kather, J. N., 30 May 2025, Computer vision – ECCV 2024 workshops, proceedings: Milan, Italy, September 29–October 4, 2024, proceedings, part XVI. Del Bue, A., Canton, C., Pont-Tuset, J. & Tommasi, T. (eds.). Cham: Springer, p. 68-87 20 p. (Lecture notes in computer science; vol. 15638 LNCS).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
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Artwork protection against unauthorized neural style transfer and aesthetic color distance metric
Guo, Z., Qian, Y., Zhao, S., Dong, J., Li, Y., Arandjelović, O., Fang, L. & Lau, C. P., Mar 2026, In: Pattern Recognition. 171, Part A, p. 1-12 12 p., 112105.Research output: Contribution to journal › Article › peer-review
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Open access
A white-box false positive adversarial attack method on contrastive loss based offline handwritten signature verification models
Guo, Z., Li, W., Qian, Y., Arandelovic, O. & Fang, L., 5 Feb 2025, Proceedings of The 27th International Conference on Artificial Intelligence and Statistics: 2-4 May 2024, Palau de Congressos, Valencia, Spain. Dasgupta, S., Mandt, S. & Li, Y. (eds.). PMLR, p. 901-909 11 p. (Proceedings of Machine Learning Research; vol. 238).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
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Open access
LLM agents making agent tools
Wölflein, G., Ferber, D., Truhn, D., Arandjelović, O. & Kather, J. N., 27 Jul 2025, Proceedings of the 63rd annual meeting of the association for computational linguistics (volume 1: long papers). Che, W., Nabende, J., Shutova, E. & Pilehvar, M. T. (eds.). Kerrville, TX: Association for Computational Linguistics (ACL), p. 26092-26130 39 p. (Proceedings of the annual meeting of the association for computational linguistics).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
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Multimodal latent emotion recognition from micro-expression and physiological signal
Zhang, L., Qian, Y., Arandjelović, O., Zhu, T. & Xiao, H., Jan 2026, In: Pattern Recognition. 169, p. 1-9 9 p., 111963.Research output: Contribution to journal › Article › peer-review
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Perspective-assisted prototype-based learning for semi-supervised crowd counting
Qian, Y., Zhang, L., Guo, Z., Hong, X., Arandjelović, O. & Donovan, C. R., 1 Feb 2025, In: Pattern Recognition. 158, 10 p., 111073.Research output: Contribution to journal › Article › peer-review
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Open access
Unsupervised port berth localization from automatic identification system data
Hadjipieris, A., Dimitriou, N. & Arandjelović, O., 8 Nov 2025, In: Sensors. 25, 22, p. 1-22 22 p., 6845.Research output: Contribution to journal › Article › peer-review
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A Grey-box attack against latent diffusion model-based image editing by posterior collapse
Guo, Z., Fang, L., Lin, J., Qian, Y., Zhao, S., Wang, Z., Dong, J., Chen, C., Arandjelović, O. & Lau, C. P., 2 Sept 2024, arXiv, 21 p.Research output: Working paper › Preprint
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Open access
Artwork protection against neural style transfer using locally adaptive adversarial color attack
Guo, Z., Dong, J., Qian, Y., Wang, K., Li, W., Guo, Z., Wang, Y., Li, Y., Arandjelović, O. & Fang, L., 19 Oct 2024, 27th European conference on artificial intelligence, 19–24 October 2024, Santiago de Compostela, Spain: including 13th Conference on prestigious applications of intelligent systems (PAIS 2024). Endriss, U., Melo, F. S., Bach, K., Bugarín-Diz, A., Alonso-Moral, J. M., Barro, S. & Heintz, F. (eds.). Amsterdam: IOS Press, p. 1414 - 1421 (Frontiers in artificial intelligence and applications; vol. 392).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
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Open access
Automated reporting of cervical biopsies using artificial intelligence
Mohammadi, M., Fell, C., Morrison, D., Syed, S., Konanahalli, P., Bell, S., Bryson, G., Arandjelović, O., Harrison, D. J. & Harris-Birtill, D., 22 Apr 2024, In: PLOS Digital Health. 3, 4, e0000381.Research output: Contribution to journal › Article › peer-review