Miles, Roy

6 publications

ICCV 2025 Region-Based Cluster Discrimination for Visual Representation Learning Yin Xie, Kaicheng Yang, Xiang An, Kun Wu, Yongle Zhao, Weimo Deng, Zimin Ran, Yumeng Wang, Ziyong Feng, Roy Miles, Ismail Elezi, Jiankang Deng

AAAI 2024 Understanding the Role of the Projector in Knowledge Distillation Roy Miles, Krystian Mikolajczyk

NeurIPS 2024 VeLoRA: Memory Efficient Training Using Rank-1 Sub-Token Projections Roy Miles, Pradyumna Reddy, Ismail Elezi, Jiankang Deng

CVPR 2024 VkD: Improving Knowledge Distillation Using Orthogonal Projections Roy Miles, Ismail Elezi, Jiankang Deng

CVPR 2023 MobileVOS: Real-Time Video Object Segmentation Contrastive Learning Meets Knowledge Distillation Roy Miles, Mehmet Kerim Yucel, Bruno Manganelli, Albert Saà-Garriga

ICCVW 2023 Reconstructing Pruned Filters Using Cheap Spatial Transformations Roy Miles, Krystian Mikolajczyk