Roy Miles
6 papers · 2023–2026 · 4 conferences · across top CS/AI conferences
Achievements
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π
Conference Polyglot
(4)
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Interdisciplinary Bridge
πΊοΈ
Taxonomy Completionist
(18)
π§
Keyword Pioneer
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Cross-Pollinator
(15)
Conferences
AAAI (2)
CVPR (2)
ICCV (1)
NIPS (1)
Top co-authors
Keywords
knowledge distillation
(3)
model compression
(3)
image classification
(1)
contrastive learning
(1)
metric learning
(1)
transfer learning
(1)
feature extraction
(1)
object detection
(1)
orthogonal projection
(1)
efficient computing
(1)
gradient descent
(1)
visual representation learning
(1)
large multimodal model
(1)
parameter efficient fine-tuning
(1)
dense prediction
(1)
real-time inference
(1)
visual comprehension
(1)
feature distillation
(1)
student model
(1)
optical character recognition
(1)
Papers
ViCToR: Improving Visual Comprehension via Token Reconstruction for Pretraining LMMs
AAAI 2026
Region-based Cluster Discrimination for Visual Representation Learning
ICCV 2025
VeLoRA: Memory Efficient Training using Rank-1 Sub-Token Projections
NIPS 2024
Understanding the Role of the Projector in Knowledge Distillation
AAAI 2024
VkD: Improving Knowledge Distillation using Orthogonal Projections
CVPR 2024
MobileVOS: Real-Time Video Object Segmentation Contrastive Learning Meets Knowledge Distillation
CVPR 2023