Jingwen Fu
9 papers · 2023–2025 · 5 venues · across top CS/AI venues
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Achievements
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🌍 Conference Polyglot · Silver 🌉 Interdisciplinary Bridge · Silver 🗺️ Taxonomy Completionist (31) ⚡ Prolific Year · Productive 🌈 Renaissance Researcher (5)
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Machine Learning
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Artificial Intelligence
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Computer Vision
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Deep Learning
(4)
Analysis
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Core AI · Artificial Intelligence
(4)
Optimization & Theory
(4)
Mathematics & Optimization
(2)
Core AI · Computer Vision
(2)
Core Methods
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Learning Types · Machine Learning
(2)
Learning Types · Deep Learning
(2)
Natural Language Processing
(1)
Robotics
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Keywords
representation learning
(1)
stochastic gradient descent
(1)
semantic segmentation
(1)
feature extraction
(1)
scene understanding
(1)
image retrieval
(1)
visual similarity
(1)
knowledge distillation
(1)
in-context learning
(1)
video understanding
(1)
transformer
(1)
visual navigation
(1)
generalization error
(1)
3d object detection
(1)
learning rate
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generalization bound
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diffusion model
(1)
convergence guarantee
(1)
iteration complexity
(1)
unsupervised learning
(1)
Papers
DAMap: Distance-aware MapNet for High Quality HD Map Construction
ICCV 2025
Event-Equalized Dense Video Captioning
CVPR 2025
Mind the Gap: Aligning Vision Foundation Models to Image Feature Matching
ICCV 2025
On the Statistical Mechanisms of Distributional Compositional Generalization
ICML 2025
REGNav: Room Expert Guided Image-Goal Navigation
AAAI 2025
Breaking through the learning plateaus of in-context learning in Transformer
ICML 2024
Closing the gap between the upper bound and lower bound of Adam's iteration complexity
NeurIPS 2023
Learning Trajectories are Generalization Indicators
NeurIPS 2023
StructVPR: Distill Structural Knowledge With Weighting Samples for Visual Place Recognition
CVPR 2023