Alice Xiang
10 papers · 2023–2025 · 7 venues · across top CS/AI venues
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Achievements
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🗺️ Taxonomy Completionist (14) 🐣 Hot Topic Early Bird 🌍 Conference Polyglot · Silver 🌉 Interdisciplinary Bridge · Bronze 👑 Triple Crown
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Prolific Year · Productive
💎
Century Club · Bronze
Top co-authors
Research topics
Keywords
computer vision
(2)
algorithmic fairness
(1)
embedding space
(1)
data augmentation
(1)
image captioning
(1)
multi-label classification
(1)
bias detection
(1)
face recognition
(1)
responsible ai
(1)
machine learning
(1)
gradient updates
(1)
bias mitigation
(1)
synthetic data
(1)
spurious correlation
(1)
model fine-tuning
(1)
bias amplification
(1)
dataset curation
(1)
attribute classification
(1)
data curation
(1)
data filtering
(1)
Papers
GenDataAgent: On-the-fly Dataset Augmentation with Synthetic Data
ICLR 2025
A Taxonomy of Challenges to Curating Fair Datasets
NeurIPS 2024
Efficient Bias Mitigation Without Privileged Information
ECCV 2024
Improving Identically Distributed and Out-of-Distribution Medical Image Classification with Segmentation-Guided Attention in Small Dataset Scenarios
MIDL 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
A View From Somewhere: Human-Centric Face Representations
ICLR 2023
Beyond Skin Tone: A Multidimensional Measure of Apparent Skin Color
ICCV 2023
Ethical Considerations for Responsible Data Curation
NeurIPS 2023
Men Also Do Laundry: Multi-Attribute Bias Amplification
ICML 2023