Shaoan Xie
17 papers · 2018–2026 · 7 venues · across top CS/AI venues
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🗺️ Taxonomy Completionist (24) 🏃 Academic Marathon · Sprint 🌍 Conference Polyglot · Silver 🌉 Interdisciplinary Bridge · Bronze 🐣 Hot Topic Early Bird
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Deep Learning
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Learning Types · Machine Learning
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Learning Types · Deep Learning
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Bayesian & Probabilistic
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Optimization & Theory · Deep Learning
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Keywords
domain adaptation
(5)
image-to-image translation
(4)
generative model
(3)
unsupervised learning
(2)
representation learning
(2)
causal inference
(2)
latent variable model
(2)
contrastive learning
(2)
directed acyclic graph
(2)
latent causal variable
(2)
identifiability
(2)
image translation
(2)
causal representation learning
(2)
text-to-image generation
(1)
adversarial training
(1)
vision-language alignment
(1)
transfer learning
(1)
multimodal learning
(1)
concept learning
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causal discovery
(1)
Papers
Advancing Reasoning in Diffusion Language Models with Denoising Process Rewards
ACL 2026
Learning by Analogy: A Causal Framework for Compositional Generalization
CVPR 2026
Causal Representation Learning from General Environments under Nonparametric Mixing
AISTATS 2025
Learning Vision and Language Concepts for Controllable Image Generation
ICML 2025
Nonparametric Identification of Latent Concepts
ICML 2025
SmartCLIP: Modular Vision-language Alignment with Identification Guarantees
CVPR 2025
Synergy Between Sufficient Changes and Sparse Mixing Procedure for Disentangled Representation Learning
ICLR 2025
Causal Representation Learning from Multiple Distributions: A General Setting
ICML 2024
Multi-domain image generation and translation with identifiability guarantees
ICLR 2023
Semi-Implicit Denoising Diffusion Models (SIDDMs)
NeurIPS 2023
SmartBrush: Text and Shape Guided Object Inpainting With Diffusion Model
CVPR 2023
Unpaired Image-to-Image Translation With Shortest Path Regularization
CVPR 2023
Maximum Spatial Perturbation Consistency for Unpaired Image-to-Image Translation
CVPR 2022
Partial disentanglement for domain adaptation
ICML 2022
Unsupervised Image-to-Image Translation with Density Changing Regularization
NeurIPS 2022
Unaligned Image-to-Image Translation by Learning to Reweight
ICCV 2021
Learning Semantic Representations for Unsupervised Domain Adaptation
ICML 2018