Jiayu Xiao
6 papers · 2021–2025 · 4 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Bronze
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Interdisciplinary Bridge · Bronze
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Taxonomy Completionist
(15)
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Unstoppable · Bronze
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Research topics
Machine Learning
(5)
Computer Vision
(4)
Application Areas
(4)
Learning Types · Machine Learning
(3)
Deep Learning
(2)
Analysis
(2)
Generation
(2)
Learning Types · Deep Learning
(2)
Artificial Intelligence
(1)
Core Methods
(1)
Domain-Specific
(1)
Learning Paradigms
(1)
Models
(1)
Optimization & Theory
(1)
Keywords
semantic segmentation
(2)
few-shot learning
(2)
image generation
(2)
transfer learning
(2)
domain adaptation
(2)
instance segmentation
(1)
saliency detection
(1)
generative model
(1)
diffusion model
(1)
generative adversarial network
(1)
discriminative representation
(1)
class activation map
(1)
spatial layout
(1)
spatial feature
(1)
class activation mapping
(1)
text-driven generation
(1)
spatial feature learning
(1)
satellite image time series
(1)
cross-model guidance
(1)
spectral consistency
(1)
Papers
Exact: Exploring Space-Time Perceptive Clues for Weakly Supervised Satellite Image Time Series Semantic Segmentation
CVPR 2025
MISA: MIning Saliency-Aware Semantic Prior for Box Supervised Instance Segmentation
IJCAI 2024
R&B: Region and Boundary Aware Zero-shot Grounded Text-to-image Generation
ICLR 2024
Text-Driven Generative Domain Adaptation with Spectral Consistency Regularization
ICCV 2023
Few Shot Generative Model Adaption via Relaxed Spatial Structural Alignment
CVPR 2022
Towards Learning Spatially Discriminative Feature Representations
ICCV 2021