Qiang Nie
14 papers · 2020–2026 · 6 venues · across top CS/AI venues
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Achievements
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🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (29) 🏃 Academic Marathon · Sprint 🌍 Conference Polyglot · Silver 🔥 Unstoppable · Bronze
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Century Club · Bronze
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Research topics
Computer Vision
(7)
Deep Learning
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Machine Learning
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Analysis
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Learning Types · Deep Learning
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Artificial Intelligence
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Core AI
(3)
Core Methods
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Learning Types · Machine Learning
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Domain-Specific
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Mathematics & Optimization
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Optimization
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Keywords
zero-shot generalization
(2)
unsupervised learning
(2)
medical imaging
(2)
one-shot learning
(1)
contrastive learning
(1)
continual learning
(1)
image classification
(1)
metric learning
(1)
anomaly detection
(1)
point cloud registration
(1)
object detection
(1)
prototype learning
(1)
image anomaly detection
(1)
prompt engineering
(1)
feature embedding
(1)
image segmentation
(1)
prompt learning
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parameter efficient
(1)
low-rank approximation
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representation learning
(1)
Papers
EmbryoDiff: A Conditional Diffusion Framework with Multi-Focal Feature Fusion for Fine-Grained Embryo Developmental Stage Recognition
AAAI 2026
SDDF: Specificity-Driven Dynamic Focusing for Open-Vocabulary Camouflaged Object Detection
CVPR 2026
GenM3: Generative Pretrained Multi-path Motion Model for Text Conditional Human Motion Generation
ICCV 2025
One Polyp Identifies All: One-Shot Polyp Segmentation with SAM via Cascaded Priors and Iterative Prompt Evolution
ICCV 2025
Time-Lapse Video-Based Embryo Grading via Complementary Spatial-Temporal Pattern Mining
MICCAI 2025
Beyond Prototypes: Semantic Anchor Regularization for Better Representation Learning
AAAI 2024
LORS: Low-rank Residual Structure for Parameter-Efficient Network Stacking
CVPR 2024
Tuning-Free Image Customization with Image and Text Guidance
ECCV 2024
Unsupervised Continual Anomaly Detection with Contrastively-Learned Prompt
AAAI 2024
HopFIR: Hop-wise GraphFormer with Intragroup Joint Refinement for 3D Human Pose Estimation
ICCV 2023
Deterministic Point Cloud Registration via Novel Transformation Decomposition
CVPR 2022
SoftPatch: Unsupervised Anomaly Detection with Noisy Data
NeurIPS 2022
Weakly Supervised 3D Scene Segmentation with Region-Level Boundary Awareness and Instance Discrimination
ECCV 2022
Unsupervised 3D Human Pose Representation with Viewpoint and Pose Disentanglement
ECCV 2020