Yewen Li
8 papers · 2021–2025 · 4 venues · across top CS/AI venues
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Achievements
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🌍 Conference Polyglot · Bronze 🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (20) 👥 Mega-Team · Squad 🔥 Unstoppable · Bronze
🌈
Renaissance Researcher
(5)
Venues
Top co-authors
Research topics
Machine Learning
(5)
Deep Learning
(4)
Core Methods
(4)
Models
(4)
Learning Types
(3)
Computer Vision
(2)
Natural Language Processing
(2)
Applications · Natural Language Processing
(2)
Artificial Intelligence
(1)
Computer Science
(1)
Reinforcement Learning
(1)
Analysis
(1)
Application Areas
(1)
Applications · Computer Science
(1)
Architectures
(1)
Keywords
variational autoencoder
(3)
posterior collapse
(2)
variational inference
(2)
policy gradient
(2)
latent representation
(2)
document representation
(2)
image-to-image translation
(1)
motion generation
(1)
reinforcement learning
(1)
likelihood ratio
(1)
deep generative model
(1)
gaussian mixture model
(1)
dirichlet distribution
(1)
hierarchical model
(1)
out-of-distribution detection
(1)
topic model
(1)
deep learning
(1)
denoising diffusion
(1)
image generation
(1)
representation learning
(1)
Papers
Cradle: Empowering Foundation Agents towards General Computer Control
ICML 2025
OpticalNet: An Optical Imaging Dataset and Benchmark Beyond the Diffraction Limit
CVPR 2025
Improving Unsupervised Hierarchical Representation with Reinforcement Learning
CVPR 2024
HumanMAC: Masked Motion Completion for Human Motion Prediction
ICCV 2023
Alleviating "Posterior Collapse'' in Deep Topic Models via Policy Gradient
NeurIPS 2022
Out-of-Distribution Detection with An Adaptive Likelihood Ratio on Informative Hierarchical VAE
NeurIPS 2022
Pluralistic Image Completion with Gaussian Mixture Models
NeurIPS 2022
Sawtooth Factorial Topic Embeddings Guided Gamma Belief Network
ICML 2021