Roy Miles

24 papers A* 5A 3Misc 1Journal 14Unranked 1
YearRankTypeTitle / Venue / Authors
2026 J jnl
Do You See What I Am Pointing At? Gesture-Based Egocentric Video Question Answering.
CoRR
Yura Choi, Roy Miles, Rolandos Alexandros Potamias, Ismail Elezi, Jiankang Deng, Stefanos Zafeiriou
2026 J jnl
Test-Time Scaling with Diffusion Language Models via Reward-Guided Stitching.
CoRR
Roy Miles, Aysim Toker, Andreea-Maria Oncescu, Songcen Xu, Jiankang Deng, Ismail Elezi
2026 A* conf
ViCToR: Improving Visual Comprehension via Token Reconstruction for Pretraining LMMs.
AAAI
Yin Xie, Kaicheng Yang, Peirou Liang, Xiang An, Yongle Zhao, Yumeng Wang, Ziyong Feng, Roy Miles, Ismail Elezi, Jiankang Deng
2025 J jnl
Region-based Cluster Discrimination for Visual Representation Learning.
CoRR
Yin Xie, Kaicheng Yang, Xiang An, Kun Wu, Yongle Zhao, Weimo Deng, Zimin Ran, Yumeng Wang, Ziyong Feng, Roy Miles, Ismail Elezi, Jiankang Deng
2025 J jnl
RetouchLLM: Training-free Code-based Image Retouching with Vision Language Models.
CoRR
Moon Ye-Bin, Roy Miles, Tae-Hyun Oh, Ismail Elezi, Jiankang Deng
2025 J jnl
SATGround: A Spatially-Aware Approach for Visual Grounding in Remote Sensing.
CoRR
Aysim Toker, Andreea-Maria Oncescu, Roy Miles, Ismail Elezi, Jiankang Deng
2024 A* conf
$V_{k}D$: Improving Knowledge Distillation Using Orthogonal Projections.
CVPR
Roy Miles, Ismail Elezi, Jiankang Deng
2024 A conf
Learning to Project for Cross-Task Knowledge Distillation.
BMVC
Dylan Auty, Roy Miles, Benedikt Kolbeinsson, Krystian Mikolajczyk
2024 J jnl
Learning to Project for Cross-Task Knowledge Distillation.
CoRR
Dylan Auty, Roy Miles, Benedikt Kolbeinsson, Krystian Mikolajczyk
2024 A* conf
Understanding the Role of the Projector in Knowledge Distillation.
AAAI
Roy Miles, Krystian Mikolajczyk
2024 J jnl
V
CoRR
Roy Miles, Ismail Elezi, Jiankang Deng
2024 A* conf
VeLoRA: Memory Efficient Training using Rank-1 Sub-Token Projections.
NeurIPS
Roy Miles, Pradyumna Reddy, Ismail Elezi, Jiankang Deng
2024 J jnl
VeLoRA: Memory Efficient Training using Rank-1 Sub-Token Projections.
CoRR
Roy Miles, Pradyumna Reddy, Ismail Elezi, Jiankang Deng
2023 J jnl
A closer look at the training dynamics of knowledge distillation.
CoRR
Roy Miles, Krystian Mikolajczyk
2023 A* conf
MobileVOS: Real-Time Video Object Segmentation Contrastive Learning meets Knowledge Distillation.
CVPR
Roy Miles, Mehmet Kerim Yucel, Bruno Manganelli, Albert Saà-Garriga
2023 J jnl
MobileVOS: Real-Time Video Object Segmentation Contrastive Learning meets Knowledge Distillation.
CoRR
Roy Miles, Mehmet Kerim Yucel, Bruno Manganelli, Albert Saà-Garriga
2023 — conf
Reconstructing Pruned Filters using Cheap Spatial Transformations.
ICCV (Workshops)
Roy Miles, Krystian Mikolajczyk
2022 A conf
Information Theoretic Representation Distillation.
BMVC
Roy Miles, Adrián López Rodríguez, Krystian Mikolajczyk
2021 Misc conf
Compressing Local Descriptor Models for Mobile Applications.
ICASSP
Roy Miles, Krystian Mikolajczyk
2021 J jnl
Information Theoretic Representation Distillation.
CoRR
Roy Miles, Adrián López Rodríguez, Krystian Mikolajczyk
2021 J jnl
Network compression and faster inference using spatial basis filters.
CoRR
Roy Miles, Krystian Mikolajczyk
2020 A conf
Cascaded channel pruning using hierarchical self-distillation.
BMVC
Roy Miles, Krystian Mikolajczyk
2020 J jnl
Cascaded channel pruning using hierarchical self-distillation.
CoRR
Roy Miles, Krystian Mikolajczyk
2020 J jnl
Compression of convolutional neural networks for high performance imagematching tasks on mobile devices.
CoRR
Roy Miles, Krystian Mikolajczyk