Siqi Deng
6 papers · 2021–2024 · 3 venues · across top CS/AI venues
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Achievements
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🌍
Conference Polyglot · Bronze
🌉
Interdisciplinary Bridge · Silver
🗺️
Taxonomy Completionist
(15)
🐣
Hot Topic Early Bird
Top co-authors
Research topics
Keywords
knowledge distillation
(2)
dimensionality reduction
(1)
image classification
(1)
principal component analysis
(1)
model distillation
(1)
face recognition
(1)
text-to-image generation
(1)
latent variable
(1)
deep neural network
(1)
reference image
(1)
regression task
(1)
retrieval-augmented generation
(1)
fair generation
(1)
retrieval augmentation
(1)
demographic fairness
(1)
human annotation
(1)
facial expression recognition
(1)
demographic bia
(1)
model consistency
(1)
emotion perception
(1)
Papers
FairRAG: Fair Human Generation via Fair Retrieval Augmentation
CVPR 2024
Harnessing Unrecognizable Faces for Improving Face Recognition
WACV 2023
Multi-Dimensional, Nuanced and Subjective - Measuring the Perception of Facial Expressions
CVPR 2022
The Caltech Fish Counting Dataset: A Benchmark for Multiple-Object Tracking and Counting
ECCV 2022
Unsupervised and Semi-Supervised Bias Benchmarking in Face Recognition
ECCV 2022
Positive-Congruent Training: Towards Regression-Free Model Updates
CVPR 2021