Liyuan Pan
26 papers · 2017–2026 · 7 venues · across top CS/AI venues
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Achievements
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πΊοΈ Taxonomy Completionist (59) π Academic Marathon Β· Sprint π Conference Polyglot Β· Silver π Interdisciplinary Bridge Β· Silver π£ Hot Topic Early Bird
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Renaissance Researcher
(6)
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Century Club Β· Bronze
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Keyword Collector
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Top co-authors
Research topics
Computer Vision
(14)
Deep Learning
(14)
Machine Learning
(12)
Processing
(10)
Learning Types Β· Deep Learning
(9)
Artificial Intelligence
(7)
Analysis
(7)
Core AI
(6)
Learning Types Β· Machine Learning
(5)
Optimization & Theory
(5)
Core Methods
(4)
Architectures
(3)
Healthcare & Medicine
(2)
Mathematics & Optimization
(2)
Natural Language Processing
(2)
Keywords
image restoration
(6)
event camera
(5)
neural network
(3)
cross-modal learning
(2)
connection optimization
(2)
structure learning
(2)
defocus deblurring
(2)
image reconstruction
(2)
unsupervised learning
(2)
vision-language model
(2)
neural network architecture
(2)
representation learning
(2)
computer vision
(2)
motion deblurring
(2)
self-supervised learning
(2)
image deblurring
(2)
point cloud
(2)
vision transformer
(1)
non-convex optimization
(1)
zero-shot learning
(1)
Papers
DarkShake-DVS: Event-based Human Action Recognition under Low-light and Shaking Camera Conditions
CVPR 2026
EmoThinker: Advancing Visual-Acoustic Emotion Analysis via Structural Token Selection and Chain-of-Thought Reasoning
CVPR 2026
From Spots to Pixels: Dense Spatial Gene Expression Prediction from Histology Images
CVPR 2026
GeoFree-CoSeg: Unsupervised Point Cloud-Image Cross-Modal Co-Segmentation Without Geometric Alignment
CVPR 2026
Language-Guided One-Step Diffusion Model for Nighttime Flare Removal
CVPR 2026
Oligodendrocyte-Driven Spiking Neural Model
AAAI 2026
DynFocus: Dynamic Cooperative Network Empowers LLMs with Video Understanding
CVPR 2025
EZSR: Event-based Zero-Shot Recognition
CVPR 2025
GliaNet: Adaptive Neural Network Structure Learning with Glia-Driven
CVPR 2025
ProBench: Judging Multimodal Foundation Models on Open-ended Multi-domain Expert Tasks
ACL 2025
Task-Specific Gradient Adaptation for Few-Shot One-Class Classification
CVPR 2025
Convolutional Masked Image Modeling for Dense Prediction Tasks on Pathology Images
WACV 2024
Event Camera Data Dense Pre-training
ECCV 2024
Language-driven All-in-one Adverse Weather Removal
CVPR 2024
LDP: Language-driven Dual-Pixel Image Defocus Deblurring Network
CVPR 2024
MA-Net: Rethinking Neural Unit in the Light of Astrocytes
AAAI 2024
AstroNet: When Astrocyte Meets Artificial Neural Network
CVPR 2023
Event Camera Data Pre-training
ICCV 2023
K3DN: Disparity-Aware Kernel Estimation for Dual-Pixel Defocus Deblurring
CVPR 2023
L2T-DLN: Learning to Teach with Dynamic Loss Network
NeurIPS 2023
Biomass Prediction With 3D Point Clouds From LiDAR
WACV 2022
Dual Pixel Exploration: Simultaneous Depth Estimation and Image Restoration
CVPR 2021
Single Image Optical Flow Estimation With an Event Camera
CVPR 2020
Bringing a Blurry Frame Alive at High Frame-Rate With an Event Camera
CVPR 2019
Phase-Only Image Based Kernel Estimation for Single Image Blind Deblurring
CVPR 2019
Simultaneous Stereo Video Deblurring and Scene Flow Estimation
CVPR 2017