Search Results - "Miles, Roy" :: K.UTB vyhledávací portál | TBU Library Retrieval Portal

Compressing Local Descriptor Models for Mobile Applications

Compressing Local Descriptor Models for Mobile Applications

by Miles, Roy, Mikolajczyk, Krystian
Published in ICASSP 2021 - 2021 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) (06.06.2021)

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Conference Proceeding

MobileVOS: Real-Time Video Object Segmentation Contrastive Learning meets Knowledge Distillation

MobileVOS: Real-Time Video Object Segmentation Contrastive Learning meets Knowledge Distillation

by Miles, Roy, Yucel, Mehmet Kerim, Manganelli, Bruno, Saa-Garriga, Albert
Published in 2023 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) (01.06.2023)

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Conference Proceeding

Reconstructing Pruned Filters using Cheap Spatial Transformations

Reconstructing Pruned Filters using Cheap Spatial Transformations

by Miles, Roy, Mikolajczyk, Krystian
Published in 2023 IEEE/CVF International Conference on Computer Vision Workshops (ICCVW) (02.10.2023)

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Conference Proceeding

Understanding the Role of the Projector in Knowledge Distillation

Understanding the Role of the Projector in Knowledge Distillation

by Miles, Roy, Mikolajczyk, Krystian
Year of Publication 20.03.2023

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Journal Article

Reconstructing Pruned Filters using Cheap Spatial Transformations

Reconstructing Pruned Filters using Cheap Spatial Transformations

by Miles, Roy, Mikolajczyk, Krystian
Year of Publication 25.10.2021

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Journal Article

VD: Improving Knowledge Distillation Using Orthogonal Projections

VD: Improving Knowledge Distillation Using Orthogonal Projections

by Miles, Roy, Elezi, Ismail, Deng, Jiankang
Published in 2024 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) (16.06.2024)

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Conference Proceeding

V_kD:$ Improving Knowledge Distillation using Orthogonal Projections

V_kD:$ Improving Knowledge Distillation using Orthogonal Projections

by Miles, Roy, Elezi, Ismail, Deng, Jiankang
Year of Publication 10.03.2024

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Journal Article

Cascaded channel pruning using hierarchical self-distillation

Cascaded channel pruning using hierarchical self-distillation

by Miles, Roy, Mikolajczyk, Krystian
Year of Publication 15.08.2020

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Journal Article

Understanding the Role of the Projector in Knowledge Distillation

Understanding the Role of the Projector in Knowledge Distillation

by Miles, Roy, Mikolajczyk, Krystian
Published in arXiv.org (01.02.2024)

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Paper

Compression of descriptor models for mobile applications

Compression of descriptor models for mobile applications

by Miles, Roy, Mikolajczyk, Krystian
Year of Publication 09.01.2020

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Journal Article

Reconstructing Pruned Filters using Cheap Spatial Transformations

Reconstructing Pruned Filters using Cheap Spatial Transformations

by Miles, Roy, Mikolajczyk, Krystian
Published in arXiv.org (24.08.2023)

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Paper

VeLoRA: Memory Efficient Training using Rank-1 Sub-Token Projections

VeLoRA: Memory Efficient Training using Rank-1 Sub-Token Projections

by Miles, Roy, Reddy, Pradyumna, Elezi, Ismail, Deng, Jiankang
Year of Publication 28.05.2024

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Journal Article

Learning to Project for Cross-Task Knowledge Distillation

Learning to Project for Cross-Task Knowledge Distillation

by Auty, Dylan, Miles, Roy, Kolbeinsson, Benedikt, Mikolajczyk, Krystian
Year of Publication 21.03.2024

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Journal Article

Information Theoretic Representation Distillation

Information Theoretic Representation Distillation

by Miles, Roy, Rodriguez, Adrian Lopez, Mikolajczyk, Krystian
Year of Publication 01.12.2021

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Journal Article

MobileVOS: Real-Time Video Object Segmentation Contrastive Learning meets Knowledge Distillation

MobileVOS: Real-Time Video Object Segmentation Contrastive Learning meets Knowledge Distillation

by Miles, Roy, Yucel, Mehmet Kerim, Manganelli, Bruno, Saa-Garriga, Albert
Year of Publication 14.03.2023

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Journal Article

Compression of descriptor models for mobile applications

Compression of descriptor models for mobile applications

by Miles, Roy, Mikolajczyk, Krystian
Published in arXiv.org (05.02.2021)

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Paper

$(V_kD:\) Improving Knowledge Distillation using Orthogonal Projections$

(V_kD:\) Improving Knowledge Distillation using Orthogonal Projections

by Miles, Roy, Ismail Elezi, Deng, Jiankang
Published in arXiv.org (10.03.2024)

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Paper

Cascaded channel pruning using hierarchical self-distillation

Cascaded channel pruning using hierarchical self-distillation

by Miles, Roy, Mikolajczyk, Krystian
Published in arXiv.org (16.08.2020)

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Paper

Information Theoretic Representation Distillation

Information Theoretic Representation Distillation

by Miles, Roy, Adrian Lopez Rodriguez, Mikolajczyk, Krystian
Published in arXiv.org (07.10.2022)

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Paper

Learning to Project for Cross-Task Knowledge Distillation

Learning to Project for Cross-Task Knowledge Distillation

by Auty, Dylan, Miles, Roy, Kolbeinsson, Benedikt, Mikolajczyk, Krystian
Published in arXiv.org (21.03.2024)

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Paper