Xuran Pan
12 papers · 2019–2024 · 5 venues · across top CS/AI venues
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Achievements
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π£ Hot Topic Early Bird π Conference Polyglot Β· Silver π Academic Marathon Β· Sprint π Interdisciplinary Bridge Β· Silver πΊοΈ Taxonomy Completionist (30)
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Dynamic Duo
(12)
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(53)
Venues
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Research topics
Deep Learning
(10)
Architectures
(9)
Computer Vision
(6)
Machine Learning
(6)
Techniques
(5)
Core AI Β· Computer Vision
(4)
Analysis
(3)
Core Methods
(3)
Artificial Intelligence
(2)
Natural Language Processing
(2)
Application Areas
(2)
Core AI Β· Artificial Intelligence
(2)
Learning Types
(2)
Optimization & Theory
(2)
Resources & Methods
(2)
Keywords
vision transformer
(5)
linear attention
(2)
neural network optimization
(2)
contrastive learning
(1)
feature extraction
(1)
computer vision
(1)
feature learning
(1)
data augmentation
(1)
multimodal learning
(1)
point cloud
(1)
model architecture
(1)
visual grounding
(1)
semantic alignment
(1)
efficient computing
(1)
computational complexity
(1)
attention mechanism
(1)
theoretical analysis
(1)
covariance matrix
(1)
feature space
(1)
image classification
(1)
Papers
Bridging the Divide: Reconsidering Softmax and Linear Attention
NeurIPS 2024
GSVA: Generalized Segmentation via Multimodal Large Language Models
CVPR 2024
Budgeted Training for Vision Transformer
ICLR 2023
Dynamic Perceiver for Efficient Visual Recognition
ICCV 2023
FLatten Transformer: Vision Transformer using Focused Linear Attention
ICCV 2023
Slide-Transformer: Hierarchical Vision Transformer With Local Self-Attention
CVPR 2023
ActiveNeRF: Learning Where to See with Uncertainty Estimation
ECCV 2022
Contrastive Language-Image Pre-Training with Knowledge Graphs
NeurIPS 2022
On the Integration of Self-Attention and Convolution
CVPR 2022
Vision Transformer With Deformable Attention
CVPR 2022
3D Object Detection With Pointformer
CVPR 2021
Implicit Semantic Data Augmentation for Deep Networks
NeurIPS 2019