Lumin Xu
13 papers · 2020–2025 · 6 venues · across top CS/AI venues
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🗺️ Taxonomy Completionist (29) 🏃 Academic Marathon · Sprint 🐣 Hot Topic Early Bird 🌍 Conference Polyglot · Silver 🌉 Interdisciplinary Bridge · Bronze
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Dynamic Duo
(13)
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Prolific Year · Productive
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Century Club · Bronze
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Deep Learning
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Machine Learning
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Computer Vision
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Architectures
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Artificial Intelligence
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Analysis
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Learning Types · Machine Learning
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Learning Types · Deep Learning
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Application Areas
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Core AI · Artificial Intelligence
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Learning Paradigms
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Optimization & Theory
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Processing
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Core AI · Computer Vision
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Core Methods
(1)
Keywords
domain adaptation
(2)
image segmentation
(2)
semantic segmentation
(2)
multimodal learning
(2)
vision transformer
(1)
temporal modeling
(1)
continual learning
(1)
neural architecture search
(1)
pose estimation
(1)
object detection
(1)
prototype learning
(1)
attention mechanism
(1)
knowledge distillation
(1)
chain-of-thought reasoning
(1)
test-time adaptation
(1)
vision-language alignment
(1)
image generation
(1)
video understanding
(1)
contrastive learning
(1)
unsupervised learning
(1)
Papers
F-LMM: Grounding Frozen Large Multimodal Models
CVPR 2025
Harmonizing Visual Representations for Unified Multimodal Understanding and Generation
ICCV 2025
Ultra-High Resolution Segmentation via Boundary-Enhanced Patch-Merging Transformer
AAAI 2025
Unsupervised Continual Domain Shift Learning with Multi-Prototype Modeling
CVPR 2025
CLIM: Contrastive Language-Image Mosaic for Region Representation
AAAI 2024
CLIPSelf: Vision Transformer Distills Itself for Open-Vocabulary Dense Prediction
ICLR 2024
GKGNet: Group K-Nearest Neighbor based Graph Convolutional Network for Multi-Label Image Recognition
ECCV 2024
KptLLM: Unveiling the Power of Large Language Model for Keypoint Comprehension
NeurIPS 2024
PROGRAM: PROtotype GRAph Model based Pseudo-Label Learning for Test-Time Adaptation
ICLR 2024
UniFS: Universal Few-shot Instance Perception with Point Representations
ECCV 2024
Pose for Everything: Towards Category-Agnostic Pose Estimation
ECCV 2022
ViPNAS: Efficient Video Pose Estimation via Neural Architecture Search
CVPR 2021
Whole-Body Human Pose Estimation in the Wild
ECCV 2020