Shan Zhang
19 papers · 2022–2026 · 10 conferences · across top CS/AI conferences
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Keywords
contrastive learning
(4)
semantic segmentation
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visual representation learning
(3)
representation learning
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few-shot learning
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self-supervised learning
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zero-shot learning
(2)
transfer learning
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attention mechanism
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feature augmentation
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visual representation
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object detection
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named entity recognition
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multiple clustering
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text classification
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feature extraction
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image segmentation
(1)
variational inference
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image classification
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domain generalization
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Papers
MLLM Enriched Explainable Multiple Clustering
AAAI 2026
Open-World Objectness Modeling Unifies Novel Object Detection
CVPR 2025
Empowering Educators in AI: Insights from Co-Designing an AI Microcredential with and for K-12 Educators
AAAI 2025
Primitive Vision: Improving Diagram Understanding in MLLMs
ICML 2025
Aligning Contrastive Multiple Clusterings with User Interests
IJCAI 2025
KCL: Few-shot Named Entity Recognition with Knowledge Graph and Contrastive Learning
COLING 2024
VRP-SAM: SAM with Visual Reference Prompt
CVPR 2024
PACE: Marrying generalization in PArameter-efficient fine-tuning with Consistency rEgularization
NIPS 2024
Semantic Transfer From Head to Tail: Enlarging Tail Margin for Long-Tailed Visual Recognition
WACV 2024
Semantic-Aware Autoregressive Image Modeling for Visual Representation Learning
AAAI 2024
DeTeCtive: Detecting AI-generated Text via Multi-Level Contrastive Learning
NIPS 2024
Task-adaptive Label Dependency Transfer for Few-shot Named Entity Recognition
ACL 2023
Multi-Mode Online Knowledge Distillation for Self-Supervised Visual Representation Learning
CVPR 2023
Group DETR: Fast DETR Training with Group-Wise One-to-Many Assignment
ICCV 2023
s-Adaptive Decoupled Prototype for Few-Shot Object Detection
ICCV 2023
Semantics-Consistent Feature Search for Self-Supervised Visual Representation Learning
ICCV 2023
CATrans: Context and Affinity Transformer for Few-Shot Segmentation
IJCAI 2022
Time-rEversed diffusioN tEnsor Transformer: A New TENET of Few-Shot Object Detection
ECCV 2022
Kernelized Few-Shot Object Detection With Efficient Integral Aggregation
CVPR 2022