Roy Miles
7 papers · 2023–2026 · 4 venues · across top CS/AI venues
Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.
Achievements
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Conference Polyglot · Bronze
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Interdisciplinary Bridge · Bronze
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Taxonomy Completionist
(20)
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The Questioner
Venues
Top co-authors
Research topics
Machine Learning
(5)
Application Areas
(4)
Deep Learning
(3)
Learning Types · Deep Learning
(3)
Artificial Intelligence
(2)
Computer Vision
(2)
Core AI
(2)
Core Methods
(2)
Analysis
(1)
Applications
(1)
Architectures
(1)
Domain-Specific
(1)
Learning Types · Machine Learning
(1)
Optimization & Theory · Deep Learning
(1)
Optimization & Theory · Machine Learning
(1)
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)
multimodal large language model
(1)
dense prediction
(1)
real-time inference
(1)
visual comprehension
(1)
feature distillation
(1)
student model
(1)
Papers
Do You See What I Am Pointing At? Gesture-Based Egocentric Video Question Answering
CVPR 2026
ViCToR: Improving Visual Comprehension via Token Reconstruction for Pretraining LMMs
AAAI 2026
Region-based Cluster Discrimination for Visual Representation Learning
ICCV 2025
Understanding the Role of the Projector in Knowledge Distillation
AAAI 2024
VeLoRA: Memory Efficient Training using Rank-1 Sub-Token Projections
NeurIPS 2024
VkD: Improving Knowledge Distillation using Orthogonal Projections
CVPR 2024
MobileVOS: Real-Time Video Object Segmentation Contrastive Learning Meets Knowledge Distillation
CVPR 2023