Siying Liu
6 papers · 2015–2026 · 5 venues · across top CS/AI venues
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Achievements
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Conference Polyglot ยท Silver
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Academic Marathon ยท Half
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Interdisciplinary Bridge ยท Bronze
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Research topics
Keywords
unsupervised learning
(2)
dimensionality reduction
(1)
representation learning
(1)
image generation
(1)
anomaly detection
(1)
cluster analysis
(1)
style transfer
(1)
outlier detection
(1)
image clustering
(1)
reconstruction error
(1)
markov random field
(1)
clustering algorithm
(1)
diffusion model
(1)
high-dimensional data
(1)
law of large number
(1)
distribution clustering
(1)
dimensionality curse
(1)
particle belief propagation
(1)
frequency manipulation
(1)
recursive attention
(1)
Papers
StyleFM: Frequency Manipulation Empowered by Recursive Attention on Diffusion Models for Arbitrary Style Transfer
AAAI 2026
WiMANS: A Benchmark Dataset for WiFi-based Multi-user Activity Sensing
ECCV 2024
Locally Varying Distance Transform for Unsupervised Visual Anomaly Detection
ECCV 2022
Deep Unsupervised Anomaly Detection
WACV 2021
Dimensionality's Blessing: Clustering Images by Underlying Distribution
CVPR 2018
PatchMatch-Based Automatic Lattice Detection for Near-Regular Textures
ICCV 2015