MobileVOS: Real-Time Video Object Segmentation Contrastive Learning meets Knowledge Distillation R Miles, MK Yucel, B Manganelli, A Saa-Garriga
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2023
21 2023 Information Theoretic Representation Distillation R Miles, AL Rodríguez, K Mikolajczyk
Proceedings of BMVA British Machine Vision Conference (BMVC’22), 2022
18 2022 Cascaded Channel Pruning using Hierarchical Self-Distillation R Miles, K Mikolajczyk
Proceedings of BMVA British Machine Vision Conference (BMVC’20), 2020
7 2020 Understanding the Role of the Projector in Knowledge Distillation R Miles, K Mikolajczyk
Proceedings of the 38th AAAI Conference on Artificial Intelligence (AAAI-24), 2024
6 * 2024 Compression of Descriptor Models for Mobile Applications R Miles, K Mikolajczyk
ICASSP 2021-2021 IEEE International Conference on Acoustics, Speech and …, 2021
5 * 2021 Improving Knowledge Distillation using Orthogonal ProjectionsR Miles, I Elezi, J Deng
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2024
1 2024 Reconstructing Pruned Filters using Cheap Spatial Transformations R Miles, K Mikolajczyk
ICCV 2023 Workshop on Resource Efficient Deep Learning for Computer Vision, 2023
1 2023 Learning to Project for Cross-Task Knowledge Distillation D Auty, R Miles, B Kolbeinsson, K Mikolajczyk
arXiv preprint arXiv:2403.14494, 2024
2024