Publications
2023
H. Zhang, F. Torres, R. Sicre, Y. Avrithis, and S. Ayache (2023) Opti-CAM: Optimizing Saliency Maps for Interpretability. arXiv:2301.07002, 2023-01-17. (more) (download)
2022
C. H. Song, J. Yoon, S. Choi, and Y. Avrithis (2022) Boosting Vision Transformers for Image Retrieval. arXiv:2210.11909, 2022-10-21. (more) (download)
I. Kakogeorgiou, S. Gidaris, B. Psomas, Y. Avrithis, A. Bursuc, K. Karantzalos, and N. Komodakis (2022) What to Hide from Your Students: Attention-Guided Masked Image Modeling. arXiv:2203.12719v2, 2022-07-22. (more) (download)
S. Venkataramanan, E. Kijak, L. Amsaleg, and Y. Avrithis (2022) Teach Me How to Interpolate a Myriad of Embeddings. arXiv:2206.14868, 2022-06-29. (more) (download)
S. Venkataramanan, E. Kijak, L. Amsaleg, and Y. Avrithis (2022) AlignMixup: Improving Representations by Interpolating Aligned Features. Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), 19174-19183, 2022-06-24. (more) (download)
S. Venkataramanan, B. Psomas, E. Kijak, L. Amsaleg, K. Karantzalos, and Y. Avrithis (2022) It Takes Two to Tango: Mixup for Deep Metric Learning. ICLR 2022 Conference Proceedings, 2022-04-25. (more) (download)