Roy Miles

Publication Activity (10 Years)

Years Active: 2020-2024
Publications (10 Years): 15

Top Topics

Distributional Clustering

Learned Knowledge

Entropy Measure

Top Venues

Publications

Roy Miles, Pradyumna Reddy, Ismail Elezi, Jiankang Deng
VeLoRA: Memory Efficient Training using Rank-1 Sub-Token Projections. CoRR (2024)
Roy Miles, Ismail Elezi, Jiankang Deng
D: Improving Knowledge Distillation using Orthogonal Projections. CoRR (2024)
Dylan Auty, Roy Miles, Benedikt Kolbeinsson, Krystian Mikolajczyk
Learning to Project for Cross-Task Knowledge Distillation. CoRR (2024)
Roy Miles, Krystian Mikolajczyk
Understanding the Role of the Projector in Knowledge Distillation. AAAI (2024)
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)