Rafid Mahmood
9 papers · 2018–2025 · 6 conferences · across top CS/AI conferences
Achievements
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πΊοΈ Taxonomy Completionist (29) π Interdisciplinary Bridge π§ Keyword Pioneer π Conference Polyglot (6) π Academic Marathon (7)
π
Cross-Pollinator
(10)
π
Renaissance Researcher
(7)
β
The Questioner
(2)
Conferences
CVPR (2)
ICLR (2)
NIPS (2)
EMNLP (1)
JMLR (1)
MLHC (1)
Top co-authors
Keywords
neural scaling law
(3)
data collection
(2)
semi-supervised learning
(2)
vision-language model
(2)
sample complexity
(1)
iterative refinement
(1)
generative adversarial network
(1)
cost minimization
(1)
generative ai
(1)
treatment planning
(1)
pricing strategy
(1)
multi-agent competition
(1)
market competition
(1)
spatial reasoning
(1)
zero-shot prompting
(1)
quantitative reasoning
(1)
performance target
(1)
error correction
(1)
classification task
(1)
performance prediction
(1)
Papers
Optimizing Data Collection for Machine Learning
JMLR 2025
Can Large Vision-Language Models Correct Semantic Grounding Errors By Themselves?
CVPR 2025
Pricing and Competition for Generative AI
NIPS 2024
Transferring Labels to Solve Annotation Mismatches Across Object Detection Datasets
ICLR 2024
Reasoning Paths with Reference Objects Elicit Quantitative Spatial Reasoning in Large Vision-Language Models
EMNLP 2024
Optimizing Data Collection for Machine Learning
NIPS 2022
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
Automated Treatment Planning in Radiation Therapy using Generative Adversarial Networks
MLHC 2018