Dongchen Han
11 papers · 2022–2026 · 5 venues · across top CS/AI venues
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Achievements
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🗺️ Taxonomy Completionist (21) 🐣 Hot Topic Early Bird 🌍 Conference Polyglot · Silver 🌉 Interdisciplinary Bridge · Silver 🤝 Dynamic Duo (11)
⚡
Prolific Year · Productive
💎
Century Club · Bronze
Venues
Top co-authors
Research topics
Deep Learning
(7)
Architectures
(6)
Computer Vision
(5)
Machine Learning
(5)
Analysis
(4)
Techniques
(4)
Natural Language Processing
(2)
Core AI · Computer Vision
(2)
Learning Types
(2)
Optimization & Theory
(2)
Resources & Methods
(2)
Artificial Intelligence
(1)
Knowledge & Reasoning
(1)
Application Areas
(1)
Core AI · Artificial Intelligence
(1)
Keywords
vision transformer
(4)
linear attention
(3)
neural network optimization
(2)
visual grounding
(2)
self-attention mechanism
(1)
online learning
(1)
semantic segmentation
(1)
attention mechanism
(1)
image generation
(1)
weakly supervised learning
(1)
multimodal learning
(1)
object detection
(1)
semantic alignment
(1)
theoretical analysis
(1)
computational complexity
(1)
computer vision
(1)
linear complexity
(1)
knowledge graph
(1)
state space model
(1)
contrastive learning
(1)
Papers
Vision Transformers Are Circulant Attention Learners
AAAI 2026
ViT$^3$: Unlocking Test-Time Training in Vision
CVPR 2026
Agent Attention: On the Integration of Softmax and Linear Attention
ECCV 2024
Bridging the Divide: Reconsidering Softmax and Linear Attention
NeurIPS 2024
Demystify Mamba in Vision: A Linear Attention Perspective
NeurIPS 2024
Efficient Diffusion Transformer with Step-wise Dynamic Attention Mediators
ECCV 2024
GSVA: Generalized Segmentation via Multimodal Large Language Models
CVPR 2024
Dynamic Perceiver for Efficient Visual Recognition
ICCV 2023
FLatten Transformer: Vision Transformer using Focused Linear Attention
ICCV 2023
Contrastive Language-Image Pre-Training with Knowledge Graphs
NeurIPS 2022
Pseudo-Q: Generating Pseudo Language Queries for Visual Grounding
CVPR 2022