Ailin Deng
8 papers · 2021–2025 · 6 venues · across top CS/AI venues
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Achievements
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π Conference Polyglot Β· Silver π Interdisciplinary Bridge Β· Bronze πΊοΈ Taxonomy Completionist (22) π£ Hot Topic Early Bird π₯ Unstoppable Β· Bronze
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Research topics
Keywords
uncertainty estimation
(2)
anomaly detection
(2)
face recognition
(2)
probabilistic modeling
(1)
structure learning
(1)
model calibration
(1)
ensemble learning
(1)
attention mechanism
(1)
knowledge distillation
(1)
multimodal learning
(1)
confidence calibration
(1)
diffusion model
(1)
reconstruction error
(1)
multivariate time series
(1)
generative model
(1)
model robustness
(1)
foundation model
(1)
latent space
(1)
vision-language model
(1)
image generation
(1)
Papers
Words or Vision: Do Vision-Language Models Have Blind Faith in Text?
CVPR 2025
ID^3: Identity-Preserving-yet-Diversified Diffusion Models for Synthetic Face Recognition
NeurIPS 2024
Great Models Think Alike: Improving Model Reliability via Inter-Model Latent Agreement
ICML 2023
Probabilistic Knowledge Distillation of Face Ensembles
CVPR 2023
Proximity-Informed Calibration for Deep Neural Networks
NeurIPS 2023
CADET: Calibrated Anomaly Detection for Mitigating Hardness Bias
IJCAI 2022
"Trust, but Verify: Using Self-Supervised Probing to Improve Trustworthiness"
ECCV 2022
Graph Neural Network-Based Anomaly Detection in Multivariate Time Series
AAAI 2021