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Roy Miles

6 papers at tracked venues · 5 at CORE A* · active 2024–2026

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Venues

AAAI ×2BMVC ×1CVPR ×1ICCV ×1NeurIPS ×1

Frequent coauthors

Ismail Elezi
×4
Jiankang Deng
×4
Yin Xie
×2
Kaicheng Yang
×2
Xiang An
×2
Yongle Zhao
×2
Yumeng Wang
×2
Ziyong Feng
×2
Krystian Mikolajczyk
×2
Peirou Liang
×1
Kun Wu
×1
Weimo Deng
×1

Papers

  1. ViCToR: Improving Visual Comprehension via Token Reconstruction for Pretraining LMMs
    AAAI 2026 ·
    Yin Xie
    ,
    Kaicheng Yang
    ,
    Peirou Liang
    ,
    Xiang An
    ,
    Yongle Zhao
    ,
    Yumeng Wang
    ,
    Ziyong Feng
    , Roy Miles,
    Ismail Elezi
    ,
    Jiankang Deng
  2. Region-based Cluster Discrimination for Visual Representation Learning
    ICCV 2025 ·
    Yin Xie
    ,
    Kaicheng Yang
    ,
    Xiang An
    ,
    Kun Wu
    ,
    Yongle Zhao
    ,
    Weimo Deng
    ,
    Zimin Ran
    ,
    Yumeng Wang
    ,
    Ziyong Feng
    , Roy Miles,
    Ismail Elezi
    ,
    Jiankang Deng
  3. $V_{k}D$: Improving Knowledge Distillation Using Orthogonal Projections
    CVPR 2024 · Roy Miles,
    Ismail Elezi
    ,
    Jiankang Deng
  4. Learning to Project for Cross-Task Knowledge Distillation
    BMVC 2024 ·
    Dylan Auty
    , Roy Miles,
    Benedikt Kolbeinsson
    ,
    Krystian Mikolajczyk
  5. Understanding the Role of the Projector in Knowledge Distillation
    AAAI 2024 · Roy Miles,
    Krystian Mikolajczyk
  6. VeLoRA: Memory Efficient Training using Rank-1 Sub-Token Projections
    NeurIPS 2024 · Roy Miles,
    Pradyumna Reddy
    ,
    Ismail Elezi
    ,
    Jiankang Deng