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ORCIDRoy Miles
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2020 – today
- 2024
[c7]Roy Miles, Krystian Mikolajczyk:
Understanding the Role of the Projector in Knowledge Distillation. AAAI 2024: 4233-4241- [c6]Roy Miles, Ismail Elezi, Jiankang Deng:
$V_{k}D$: Improving Knowledge Distillation Using Orthogonal Projections. CVPR 2024: 15720-15730 - [i9]Roy Miles, Ismail Elezi, Jiankang Deng:
VkD: Improving Knowledge Distillation using Orthogonal Projections. CoRR abs/2403.06213 (2024) - [i8]Dylan Auty, Roy Miles, Benedikt Kolbeinsson, Krystian Mikolajczyk:
Learning to Project for Cross-Task Knowledge Distillation. CoRR abs/2403.14494 (2024) - [i7]Roy Miles, Pradyumna Reddy, Ismail Elezi, Jiankang Deng:
VeLoRA: Memory Efficient Training using Rank-1 Sub-Token Projections. CoRR abs/2405.17991 (2024) - 2023
- [c5]Roy Miles, Mehmet Kerim Yucel
, Bruno Manganelli, Albert Saà-Garriga:
MobileVOS: Real-Time Video Object Segmentation Contrastive Learning meets Knowledge Distillation. CVPR 2023: 10480-10490 - [c4]Roy Miles, Krystian Mikolajczyk:
Reconstructing Pruned Filters using Cheap Spatial Transformations. ICCV (Workshops) 2023: 1236-1244 - [i6]Roy Miles, Mehmet Kerim Yucel, Bruno Manganelli, Albert Saà-Garriga:
MobileVOS: Real-Time Video Object Segmentation Contrastive Learning meets Knowledge Distillation. CoRR abs/2303.07815 (2023) - [i5]Roy Miles, Krystian Mikolajczyk:
A closer look at the training dynamics of knowledge distillation. CoRR abs/2303.11098 (2023) - 2022
- [c3]Roy Miles, Adrián López Rodríguez, Krystian Mikolajczyk:
Information Theoretic Representation Distillation. BMVC 2022: 385 - 2021
- [c2]Roy Miles, Krystian Mikolajczyk:
Compressing Local Descriptor Models for Mobile Applications. ICASSP 2021: 1895-1899 - [i4]Roy Miles, Krystian Mikolajczyk:
Network compression and faster inference using spatial basis filters. CoRR abs/2110.12844 (2021) - [i3]Roy Miles, Adrián López Rodríguez, Krystian Mikolajczyk:
Information Theoretic Representation Distillation. CoRR abs/2112.00459 (2021) - 2020
- [c1]Roy Miles, Krystian Mikolajczyk:
Cascaded channel pruning using hierarchical self-distillation. BMVC 2020 - [i2]Roy Miles, Krystian Mikolajczyk:
Compression of convolutional neural networks for high performance imagematching tasks on mobile devices. CoRR abs/2001.03102 (2020) - [i1]Roy Miles, Krystian Mikolajczyk:
Cascaded channel pruning using hierarchical self-distillation. CoRR abs/2008.06814 (2020)
Coauthor Index
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