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Roy Miles
Publication Activity (10 Years)
Years Active: 2020-2023
Publications (10 Years): 11
Top Topics
Relative Entropy
Distributional Clustering
Learned Knowledge
Information Theoretic
Top Venues
CoRR
BMVC
ICASSP
CVPR
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Publications
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Roy Miles
,
Krystian Mikolajczyk
A closer look at the training dynamics of knowledge distillation.
CoRR
(2023)
Roy Miles
,
Mehmet Kerim Yucel
,
Bruno Manganelli
,
Albert Saà-Garriga
MobileVOS: Real-Time Video Object Segmentation Contrastive Learning meets Knowledge Distillation.
CoRR
(2023)
Roy Miles
,
Mehmet Kerim Yucel
,
Bruno Manganelli
,
Albert Saà-Garriga
MobileVOS: Real-Time Video Object Segmentation Contrastive Learning meets Knowledge Distillation.
CVPR
(2023)
Roy Miles
,
Krystian Mikolajczyk
Reconstructing Pruned Filters using Cheap Spatial Transformations.
ICCV (Workshops)
(2023)
Roy Miles
,
Adrián López Rodríguez
,
Krystian Mikolajczyk
Information Theoretic Representation Distillation.
BMVC
(2022)
Roy Miles
,
Krystian Mikolajczyk
Compressing Local Descriptor Models for Mobile Applications.
ICASSP
(2021)
Roy Miles
,
Krystian Mikolajczyk
Network compression and faster inference using spatial basis filters.
CoRR
(2021)
Roy Miles
,
Adrián López Rodríguez
,
Krystian Mikolajczyk
Information Theoretic Representation Distillation.
CoRR
(2021)
Roy Miles
,
Krystian Mikolajczyk
Cascaded channel pruning using hierarchical self-distillation.
BMVC
(2020)
Roy Miles
,
Krystian Mikolajczyk
Compression of convolutional neural networks for high performance imagematching tasks on mobile devices.
CoRR
(2020)
Roy Miles
,
Krystian Mikolajczyk
Cascaded channel pruning using hierarchical self-distillation.
CoRR
(2020)