| 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 | 19 | 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 Projections R 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 |
Krystian MikolajczykProfessor, Imperial College LondonVerified email at imperial.ac.uk
