Xiaosu Zhu
6 papers · 2019–2024 · 4 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Bronze
🏃
Academic Marathon · Sprint
🌉
Interdisciplinary Bridge · Bronze
🗺️
Taxonomy Completionist
(14)
📈
Trend Setter
Venues
Top co-authors
Research topics
Machine Learning
(5)
Core Methods
(3)
Computer Science
(2)
Computer Vision
(2)
Deep Learning
(2)
Applications
(2)
Optimization & Theory
(2)
Processing
(2)
Artificial Intelligence
(1)
Application Areas
(1)
Bayesian & Probabilistic
(1)
Core AI
(1)
Learning Types · Machine Learning
(1)
Learning Types · Deep Learning
(1)
Models
(1)
Keywords
image retrieval
(3)
probabilistic modeling
(2)
variational inference
(1)
feature quantization
(1)
uncertainty quantification
(1)
prototype learning
(1)
cross-modal retrieval
(1)
deep learning
(1)
gaussian mixture model
(1)
latent variable
(1)
convolutional neural network
(1)
recurrent neural network
(1)
evidence theory
(1)
aleatoric uncertainty
(1)
gaussian mixture
(1)
hash code
(1)
dempster-shafer theory
(1)
binary coding
(1)
compact representation
(1)
neural image compression
(1)
Papers
RoScenes: A Large-scale Multi-view 3D Dataset for Roadside Perception
ECCV 2024
Prototype-based Aleatoric Uncertainty Quantification for Cross-modal Retrieval
NeurIPS 2023
A Lower Bound of Hash Codes' Performance
NeurIPS 2022
Unified Multivariate Gaussian Mixture for Efficient Neural Image Compression
CVPR 2022
Beyond Product Quantization: Deep Progressive Quantization for Image Retrieval
IJCAI 2019
Deep Recurrent Quantization for Generating Sequential Binary Codes
IJCAI 2019