Xinghua Lou
4 papers · 2011–2025 · 2 venues · across top CS/AI venues
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Achievements
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🌍 Conference Polyglot · Bronze 🏃 Academic Marathon · Half 🌉 Interdisciplinary Bridge · Gold 🗺️ Taxonomy Completionist (18) 🐣 Hot Topic Early Bird
🧭
Keyword Pioneer
🏆
Keyword Champion
🌈
Renaissance Researcher
(6)
📈
Trend Setter
Venues
Top co-authors
Research topics
Machine Learning
(3)
Artificial Intelligence
(2)
Computer Vision
(2)
Reinforcement Learning
(2)
Applications · Reinforcement Learning
(2)
Core AI
(2)
Core Methods
(2)
Computer Science
(1)
Deep Learning
(1)
Healthcare & Medicine
(1)
Natural Language Processing
(1)
Analysis
(1)
Applications · Computer Science
(1)
Applications · Natural Language Processing
(1)
Clinical
(1)
Keywords
generative model
(2)
medical imaging
(1)
object tracking
(1)
instance segmentation
(1)
structured learning
(1)
cell tracking
(1)
time-lapse microscopy
(1)
biomedical imaging
(1)
zero-shot transfer
(1)
causal model
(1)
policy architecture
(1)
scene text recognition
(1)
intuitive physics
(1)
image sequence
(1)
affine transformation
(1)
limited training data
(1)
object-oriented model
(1)
schema network
(1)
character segmentation
(1)
cell culture
(1)
Papers
Improving Transformer World Models for Data-Efficient RL
ICML 2025
Schema Networks: Zero-shot Transfer with a Generative Causal Model of Intuitive Physics
ICML 2017
Generative Shape Models: Joint Text Recognition and Segmentation with Very Little Training Data
NeurIPS 2016
Structured Learning for Cell Tracking
NeurIPS 2011