2025
(Paper) Bui, T., Agarwal, S. and Collomosse, J., 2025. Trustmark: Universal watermarking for arbitrary resolution images. ICCV. DOI: xxx (pdf)
(Paper) Bui, T., Suliman, M., Haldar, A., Amer, M. and Georgescu, S., 2025. X2Graph for Cancer Subtyping Prediction on Biological Tabular Data. EMBC. (pdf)
(Paper) Chaudhuri, A., Dutta, A., Bui, T. and Georgescu, S., 2025. A Closer Look at Multimodal Representation Collapse. ICML. DOI: xxx. (pdf)
2024
(Paper) Singh, I., Vainshtein, R., Zolfi, A., Shabtai, A., Bui, T., Brokman, J., Hofman, O., Kasahara, F., Tsuji, K. and Kojima, H., 2024. ATLANTIS: A Framework for Automated Targeted Language-guided Augmentation Training for Robust Image Search. BMVC. (pdf)
(Paper) Asnani, V., Collomosse, J., Bui, T., Liu, X. and Agarwal, S., 2024. ProMark: Proactive Diffusion Watermarking for Causal Attribution. CVPR. DOI: 10.1109/cvpr52733.2024.01027. (pdf)
(Paper) Tarrés, G.C., Ruta, D., Bui, T. and Collomosse, J., 2024. Parasol: Parametric style control for diffusion image synthesis. CVPR WiCV. DOI: 10.1109/cvprw63382.2024.00250. (pdf)
(Paper) Black, A., Shi, J., Fan, Y., Bui, T. and Collomosse, J., 2024, March. VIXEN: Visual Text Comparison Network for Image Difference Captioning. AAAI. DOI: 10.1609/aaai.v38i2.27843. (pdf)
2023
(Paper) Black, A., Jenni, S., Bui, T., Tanjim, M.M., Petrangeli, S., Sinha, R., Swaminathan, V. and Collomosse, J., 2023. VADER: Video Alignment Differencing and Retrieval. ICCV. DOI: 10.1109/iccv51070.2023.02043. (pdf, code)
(Paper) Bui, T., Agarwal, S., Yu, N. and Collomosse, J., 2023. RoSteALS: Robust Steganography using Autoencoder Latent Space. CVPR WMF. DOI:10.1109/cvprw59228.2023.00100. (pdf, code, interactive demo)
2022
(Paper) Sampaio Ferraz Ribeiro, L., Bui, T., Collomosse, J. and Ponti, M., 2022. Scene designer: compositional sketch-based image retrieval with contrastive learning and an auxiliary synthesis task. Multimedia Tools and Applications. DOI: 10.1007/s11042-022-14282-0. (pdf)
(Paper) Bui, T., Yu, N. and Collomosse, J., 2022. RepMix: Representation Mixing for Robust Attribution of Synthesized Images. ECCV. DOI: 10.1007/978-3-031-19781-9_9. (pdf, code, dataset, project page).
(Paper) Ham, C., Tarres, G.C., Bui, T., Hays, J., Lin, Z. and Collomosse, J., 2022. CoGS: Controllable Generation and Search from Sketch and Style. ECCV. DOI: 10.1007/978-3-031-19787-1_36. (pdf, code, project page).
(Paper) Andriushchenko, M., Li, X.R., Oxholm, G., Gittings, T., Bui, T., Flammarion, N. and Collomosse, J., 2022. ARIA: Adversarially Robust Image Attribution for Content Provenance. CVPR WMF. DOI: 10.1109/cvprw56347.2022.00013 . (pdf, code).
2021
(Paper) Nguyen*, E., Bui*, T., Swaminathan, V. and Collomosse, J., 2021. OSCAR-Net: Object-centric Scene Graph Attention for Image Attribution. Proceedings of the IEEE International Conference on Computer Vision (ICCV). DOI: 10.1109/iccv48922.2021.01423 . (pdf, code, project page).
(Paper) Ribeiro, L., Bui, T., Ponti, M. and Collomosse, J., 2021. Scene Designer: a Unified Model for Scene Search and Synthesis from Sketch. Proceedings of the ICCV Workshop on Sketching and Human Expressivity (ICCVWS). DOI: 10.1109/iccvw54120.2021.00275. (pdf, code).
(Paper) Black, A., Bui, T., Jin, H., Swaminathan, V. and Collomosse, J., 2021. Deep Image Comparator: Learning To Visualize Editorial Change. In Proceedings of IEEE Computer Vision and Pattern Recognition Workshop on Media Forensics (CVPR WMF) (pp. 972-980). DOI: 10.1109/cvprw53098.2021.00108 . (pdf, code, demo).
(Paper) Black, A., Bui, T., Jenni, S., Swaminathan, V. and Collomosse, J., 2021. VPN: Video Provenance Network for Robust Content Attribution. Proceedings of the 18th ACM SIGGRAPH European Conference on Visual Media Production (CVMP) (Best paper award). DOI: 10.1145/3485441.3485650 . (pdf, code, demo).
(Paper) Black, A., Bui, T., Mai, L., Jin, H. and Collomosse, J., 2021. Compositional Sketch Search. Proceedings of the IEEE International Conference on Image Processing (ICIP). DOI: 10.1109/icip42928.2021.9506609 . (pdf, code, demo).
2020
(Paper) Ribeiro*, L.S.F., Bui*, T., Collomosse, J. and Ponti, M., 2020. Sketchformer: Transformer-based representation for sketched structure. In Proceedings of the IEEE/CVF conference on computer vision and pattern recognition (CVPR) (pp. 14153-14162). DOI: 10.1109/CVPR42600.2020.01416. (pdf, code, demo)
(Paper) Bui, T., Cooper, D., Collomosse, J., Bell, M., Green, A., Sheridan, J., Higgins, J., Das, A., Keller, J.R. and Thereaux, O., 2020. Tamper-proofing video with hierarchical attention autoencoder hashing on blockchain. IEEE Transactions on Multimedia, 22(11), pp.2858-2872. DOI: 10.1109/TMM.2020.2967640. (pdf, project page).
2019
(Paper) JCollomosse, J., Bui, T. and Jin, H., 2019. Livesketch: Query perturbations for guided sketch-based visual search. In Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) (pp. 2879-2887). DOI:10.1109/cvpr.2019.00299. (pdf, demo).
(Paper) Bui, T., Cooper, D., Collomosse, J., Bell, M., Green, A., Sheridan, J., Higgins, J., Das, A., Keller, J., Thereaux, O. and Brown, A., 2019. Archangel: Tamper-proofing video archives using temporal content hashes on the blockchain. In Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops (CVPR BMCVAI) (pp. 0-0) (Best paper award). DOI:10.1109/CVPRW.2019.00338. (pdf).
(Paper) Bell, M., Green, A., Sheridan, J., Collomosse, J., Cooper, D., Bui, T., Thereaux, O. and Higgins, J., 2019. Underscoring archival authenticity with blockchain technology. Insights, 32(1). DOI:10.1629/uksg.470. (pdf)
2018
(Thesis) Bui, T. "Sketch-based Image Retrieval on Big Visual Data". 2018. (pdf, slide).
(Paper) Bui, T., Ribeiro, L., Ponti, M. and Collomosse, J., 2018, December. Deep manifold alignment for mid-grain sketch based image retrieval. In Asian Conference on Computer Vision (ACCV) (pp. 314-329). DOI: 10.1007/978-3-030-20893-6_20. (pdf, project page, code).
(Paper) Bui, T., Ribeiro, L., Ponti, M. and Collomosse, J., 2018. Sketching out the details: Sketch-based image retrieval using convolutional neural networks with multi-stage regression. Computers & Graphics, 71, pp.77-87. DOI: 10.1016/j.cag.2017.12.006. (pdf, project page, code, demo)
(Paper) Collomosse, J., Bui, T., Brown, A., Sheridan, J., Green, A., Bell, M., Fawcett, J., Higgins, J. and Thereaux, O., 2018, August. ARCHANGEL: Trusted archives of digital public documents. In Proceedings of the ACM Symposium on Document Engineering 2018 (pp. 1-4). DOI: 10.1145/3209280.3229120. (pdf, project page).
(Paper) Green, A., Bell, M., Sheridan, J., Collomosse, J.P., Bui, T., Brown, A., Fawcett, J., Thereaux, O. and Tennison, J., 2018. Using blockchain to engender trust in public digital archives. In iPRES. DOI: 10.17605/OSF.IO/KEFJ8. (pdf).
2017
(Paper) Ponti, M.A., Ribeiro, L.S.F., Nazare, T.S., Bui, T. and Collomosse, J., 2017, October. Everything you wanted to know about deep learning for computer vision but were afraid to ask. In 2017 30th SIBGRAPI conference on graphics, patterns and images tutorials (SIBGRAPI-T) (pp. 17-41). DOI: 10.1109/SIBGRAPI-T.2017.12. (pdf, website, slide)
(Talk) Bui, T. Introduction to Machine Learning. SEMCOMP20, University of Sao Paulo. 2017. (slide, lab code, website)
(Paper) Collomosse, J., Bui, T., Wilber, M.J., Fang, C. and Jin, H., 2017. Sketching with style: Visual search with sketches and aesthetic context. In Proceedings of the IEEE international conference on computer vision (ICCV) (pp. 2660-2668). DOI: 10.1109/ICCV.2017.290. (pdf, slide, web app, demo)
(Paper) Bui, T., Ribeiro, L., Ponti, M. and Collomosse, J., 2017. Compact descriptors for sketch-based image retrieval using a triplet loss convolutional neural network. Computer Vision and Image Understanding, 164, pp.27-37. DOI: 10.1016/j.cviu.2017.06.007. (pdf, code, project page)
2016
(Talk) Bui, T. "Depiction Invariant Sketch Matching". CVSSP internal seminar. University of Surrey. 2016. (slide)
2015
(Paper) Bui, T. and Collomosse, J., 2015. Scalable sketch-based image retrieval using color gradient features. In Proceedings of the IEEE international conference on computer vision workshops (ICCV W) (pp. 1-8). DOI: 10.1109/ICCVW.2015.133. (pdf, slide, code, demo)
(Talk) Bui, T. "Depiction Invariant Matching for Big Visual Data". PhD confirmation. CVSSP, University of Surrey. 2015. (report, slide)
(Paper) Bui, T. and Collomosse, J., 2015, September. Font finder: Visual recognition of typeface in printed documents. In 2015 IEEE International Conference on Image Processing (ICIP) (pp. 3926-3930). DOI: 10.1109/ICIP.2015.7351541. (pdf, slide)