Jerone Andrews
6 papers · 2023–2025 · 4 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Bronze
🌉
Interdisciplinary Bridge · Bronze
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Taxonomy Completionist
(16)
🐣
Hot Topic Early Bird
Venues
Top co-authors
Research topics
Machine Learning
(5)
Application Areas
(4)
Artificial Intelligence
(2)
Computer Vision
(2)
Deep Learning
(2)
Core AI · Artificial Intelligence
(2)
Analysis
(1)
Core AI · Computer Vision
(1)
Core Methods
(1)
Generation
(1)
Learning Types · Machine Learning
(1)
Learning Types · Deep Learning
(1)
Models
(1)
Processing
(1)
Keywords
bias mitigation
(2)
computer vision
(1)
object detection
(1)
data augmentation
(1)
image captioning
(1)
multi-label classification
(1)
responsible ai
(1)
gradient updates
(1)
synthetic data
(1)
spurious correlation
(1)
vision-language model
(1)
model fine-tuning
(1)
bias amplification
(1)
data curation
(1)
data filtering
(1)
gender bia
(1)
societal bia
(1)
causal mediation analysis
(1)
societal bias mitigation
(1)
text-guided inpainting
(1)
Papers
GenDataAgent: On-the-fly Dataset Augmentation with Synthetic Data
ICLR 2025
Images Speak Louder than Words: Understanding and Mitigating Bias in Vision-Language Model from a Causal Mediation Perspective
EMNLP 2024
Position: Measure Dataset Diversity, Don’t Just Claim It
ICML 2024
Resampled Datasets Are Not Enough: Mitigating Societal Bias Beyond Single Attributes
EMNLP 2024
Ethical Considerations for Responsible Data Curation
NeurIPS 2023
Men Also Do Laundry: Multi-Attribute Bias Amplification
ICML 2023