Kexue Fu
11 papers · 2021–2026 · 4 venues · across top CS/AI venues
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Achievements
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🌍 Conference Polyglot · Bronze 🏃 Academic Marathon · Sprint 🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (23) 💎 Century Club · Bronze
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Computer Vision
(9)
Machine Learning
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Deep Learning
(7)
Analysis
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Learning Types · Machine Learning
(7)
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Learning Types · Deep Learning
(4)
Artificial Intelligence
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Domain-Specific
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Computer Science
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Core AI
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Keywords
weakly supervised learning
(4)
point cloud registration
(3)
class activation map
(3)
whole slide image
(3)
few-shot learning
(2)
weakly supervised semantic segmentation
(2)
semantic segmentation
(2)
feature extraction
(1)
medical imaging
(1)
transfer learning
(1)
outlier detection
(1)
attention mechanism
(1)
graph matching
(1)
knowledge distillation
(1)
medical image classification
(1)
image retrieval
(1)
prompt learning
(1)
feature correspondence
(1)
3d vision
(1)
multi-instance learning
(1)
Papers
Image Content Matters: An Image Content Aware State Space Model for Accelerated MRI Reconstruction
AAAI 2026
Dual Focus-Attention Transformer for Robust Point Cloud Registration
CVPR 2025
Exploring CLIP's Dense Knowledge for Weakly Supervised Semantic Segmentation
CVPR 2025
Focus on Local: Finding Reliable Discriminative Regions for Visual Place Recognition
AAAI 2025
MoRe: Class Patch Attention Needs Regularization for Weakly Supervised Semantic Segmentation
AAAI 2025
FAST: A Dual-tier Few-Shot Learning Paradigm for Whole Slide Image Classification
NeurIPS 2024
Separate and Conquer: Decoupling Co-occurrence via Decomposition and Representation for Weakly Supervised Semantic Segmentation
CVPR 2024
Transformer-Based Video-Structure Multi-Instance Learning for Whole Slide Image Classification
AAAI 2024
PointMBF: A Multi-scale Bidirectional Fusion Network for Unsupervised RGB-D Point Cloud Registration
ICCV 2023
The Rise of AI Language Pathologists: Exploring Two-level Prompt Learning for Few-shot Weakly-supervised Whole Slide Image Classification
NeurIPS 2023
Robust Point Cloud Registration Framework Based on Deep Graph Matching
CVPR 2021