Rafid Mahmood
10 papers · 2018–2026 · 6 venues · across top CS/AI venues
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Achievements
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π Academic Marathon Β· Sprint π Interdisciplinary Bridge Β· Silver πΊοΈ Taxonomy Completionist (31) π Conference Polyglot Β· Silver β The Questioner (2)
π
Century Club Β· Bronze
π
Renaissance Researcher
(5)
Top co-authors
Research topics
Machine Learning
(7)
Computer Vision
(5)
Optimization & Theory
(5)
Artificial Intelligence
(4)
Deep Learning
(4)
Core AI
(4)
Learning Types
(4)
Models
(3)
Analysis
(2)
Application Areas
(2)
Domain-Specific
(2)
Data Science & Analytics
(1)
Mathematics & Optimization
(1)
Natural Language Processing
(1)
Applications
(1)
Keywords
neural scaling law
(4)
active learning
(2)
vision-language model
(2)
semi-supervised learning
(2)
data collection
(2)
computer vision
(1)
game theory
(1)
benchmark evaluation
(1)
iterative refinement
(1)
treatment planning
(1)
label transfer
(1)
integer programming
(1)
data selection
(1)
generative adversarial network
(1)
sample complexity
(1)
generative ai
(1)
data efficiency
(1)
coreset selection
(1)
cost minimization
(1)
object detection
(1)
Papers
Scaling-Aware Data Selection for End-to-End Autonomous Driving Systems
CVPR 2026
Can Large Vision-Language Models Correct Semantic Grounding Errors By Themselves?
CVPR 2025
Optimizing Data Collection for Machine Learning
JMLR 2025
Pricing and Competition for Generative AI
NeurIPS 2024
Reasoning Paths with Reference Objects Elicit Quantitative Spatial Reasoning in Large Vision-Language Models
EMNLP 2024
Transferring Labels to Solve Annotation Mismatches Across Object Detection Datasets
ICLR 2024
How Much More Data Do I Need? Estimating Requirements for Downstream Tasks
CVPR 2022
Low-Budget Active Learning via Wasserstein Distance: An Integer Programming Approach
ICLR 2022
Optimizing Data Collection for Machine Learning
NeurIPS 2022
Automated Treatment Planning in Radiation Therapy using Generative Adversarial Networks
MLHC 2018