Qing LIAN
12 papers · 2019–2025 · 8 venues · across top CS/AI venues
Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.
Achievements
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🌉 Interdisciplinary Bridge · Bronze 🌍 Conference Polyglot · Silver 🏃 Academic Marathon · Sprint 🗺️ Taxonomy Completionist (28) 🐣 Hot Topic Early Bird
💎
Century Club · Bronze
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Research topics
Machine Learning
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Computer Vision
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Deep Learning
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Analysis
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Application Areas
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Artificial Intelligence
(4)
Core AI
(4)
Domain-Specific
(4)
Learning Types · Machine Learning
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Learning Types · Deep Learning
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Models
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Generation
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Optimization & Theory · Machine Learning
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Optimization & Theory · Deep Learning
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Keywords
3d object detection
(4)
depth estimation
(2)
multimodal large language model
(2)
data augmentation
(2)
uncertainty estimation
(2)
monocular 3d object detection
(2)
domain generalization
(1)
image generation
(1)
benchmark evaluation
(1)
model robustness
(1)
motion estimation
(1)
weakly supervised learning
(1)
object detection
(1)
multimodal learning
(1)
adversarial robustness
(1)
unsupervised domain adaptation
(1)
3d vision
(1)
curriculum learning
(1)
bird's eye view
(1)
autonomous driving
(1)
Papers
Optimal Sample Selection Through Uncertainty Estimation and Its Application in Deep Learning
JMLR 2025
Towards Generalizable Multi-Camera 3D Object Detection via Perspective Rendering
AAAI 2025
MLLM-Protector: Ensuring MLLM’s Safety without Hurting Performance
EMNLP 2024
R-Tuning: Instructing Large Language Models to Say ‘I Don’t Know’
NAACL 2024
The Instinctive Bias: Spurious Images lead to Illusion in MLLMs
EMNLP 2024
DORT: Modeling Dynamic Objects in Recurrent for Multi-Camera 3D Object Detection and Tracking
CoRL 2023
Lift3D: Synthesize 3D Training Data by Lifting 2D GAN to 3D Generative Radiance Field
CVPR 2023
Exploring Geometric Consistency for Monocular 3D Object Detection
CVPR 2022
MonoJSG: Joint Semantic and Geometric Cost Volume for Monocular 3D Object Detection
CVPR 2022
Semi-Supervised Monocular 3D Object Detection by Multi-View Consistency
ECCV 2022
Weakly Supervised Disentangled Generative Causal Representation Learning
JMLR 2022
Constructing Self-Motivated Pyramid Curriculums for Cross-Domain Semantic Segmentation: A Non-Adversarial Approach
ICCV 2019