Xinghua Lou
4 papers · 2011–2025 · 2 conferences · across top CS/AI conferences
Achievements
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πΊοΈ Taxonomy Completionist (11) π Interdisciplinary Bridge π Renaissance Researcher (5) π§ Keyword Pioneer π£ Hot Topic Early Bird
π
Conference Polyglot
(2)
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Academic Marathon
(14)
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Cross-Pollinator
(7)
π
Trend Setter
Conferences
ICML (2)
NIPS (2)
Top co-authors
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)
scene text recognition
(1)
intuitive physics
(1)
image sequence
(1)
object-oriented model
(1)
schema network
(1)
causal inference
(1)
character segmentation
(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
NIPS 2016
Structured Learning for Cell Tracking
NIPS 2011