Xiaoran Chen
5 papers · 2019–2025 · 3 venues · across top CS/AI venues
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Achievements
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π£ Hot Topic Early Bird π Academic Marathon Β· Sprint π Conference Polyglot Β· Bronze π Interdisciplinary Bridge Β· Bronze πΊοΈ Taxonomy Completionist (18)
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Mega-Team Β· Squad
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Conference Pioneer
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Research topics
Keywords
depth prediction
(2)
medical imaging
(2)
magnetic resonance imaging
(2)
image restoration
(1)
anomaly detection
(1)
video prediction
(1)
self-supervised learning
(1)
autoregressive generation
(1)
multimodal learning
(1)
monocular depth estimation
(1)
image translation
(1)
adversarial training
(1)
convolutional neural network
(1)
variational autoencoder
(1)
synthetic data
(1)
out-of-distribution detection
(1)
world model
(1)
deep generative model
(1)
unsupervised anomaly detection
(1)
encoder-decoder architecture
(1)
Papers
GEM: A Generalizable Ego-Vision Multimodal World Model for Fine-Grained Ego-Motion, Object Dynamics, and Scene Composition Control
CVPR 2025
The OOD Blind Spot of Unsupervised Anomaly Detection
MIDL 2021
Towards Good Practice for CNN-Based Monocular Depth Estimation
WACV 2020
Learning Semantic Segmentation From Synthetic Data: A Geometrically Guided Input-Output Adaptation Approach
CVPR 2019
Unsupervised Lesion Detection via Image Restoration with a Normative Prior
MIDL 2019