Guodong Xu
7 papers · 2017–2022 · 4 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Bronze
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Academic Marathon · Sprint
🌉
Interdisciplinary Bridge · Bronze
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Taxonomy Completionist
(14)
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Hot Topic Early Bird
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Research topics
Deep Learning
(4)
Computer Vision
(3)
Analysis
(3)
Learning Types · Deep Learning
(3)
Artificial Intelligence
(2)
Machine Learning
(2)
Core AI
(2)
Application Areas
(1)
Architectures
(1)
Domain-Specific
(1)
Learning Types · Machine Learning
(1)
Optimization & Theory · Machine Learning
(1)
Optimization & Theory · Deep Learning
(1)
Processing
(1)
Keywords
semantic segmentation
(1)
image segmentation
(1)
certified robustness
(1)
adversarial robustness
(1)
object detection
(1)
multimodal learning
(1)
point cloud
(1)
video understanding
(1)
neural network optimization
(1)
hierarchical model
(1)
scene segmentation
(1)
gaussian kernel
(1)
hierarchical processing
(1)
3d object detection
(1)
convolutional neural network
(1)
interval bound propagation
(1)
model training
(1)
neural network verification
(1)
video dataset
(1)
lidar point cloud
(1)
Papers
Mind the Gap in Distilling StyleGANs
ECCV 2022
Towards Evaluating and Training Verifiably Robust Neural Networks
CVPR 2021
A Local-to-Global Approach to Multi-Modal Movie Scene Segmentation
CVPR 2020
Knowledge Distillation Meets Self-Supervision
ECCV 2020
PI-RCNN: An Efficient Multi-Sensor 3D Object Detector with Point-Based Attentive Cont-Conv Fusion Module
AAAI 2020
Training-Time-Friendly Network for Real-Time Object Detection
AAAI 2020
Estimating Defocus Blur via Rank of Local Patches
ICCV 2017