Guolei Sun
21 papers · 2019–2026 · 5 venues · across top CS/AI venues
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Achievements
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🗺️ Taxonomy Completionist (38) 🏃 Academic Marathon · Sprint 🌍 Conference Polyglot · Silver 🌉 Interdisciplinary Bridge · Bronze 🐣 Hot Topic Early Bird
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Keyword Pioneer
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Dynamic Duo
(12)
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Prolific Year · Productive
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Unstoppable · Bronze
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Century Club · Bronze
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Research topics
Computer Vision
(18)
Analysis
(13)
Machine Learning
(9)
Artificial Intelligence
(8)
Deep Learning
(8)
Learning Types · Machine Learning
(6)
Processing
(6)
Architectures
(5)
Learning Paradigms
(5)
Core AI · Artificial Intelligence
(4)
Application Areas
(3)
Domain-Specific
(3)
Learning Types · Deep Learning
(3)
Core Methods
(2)
Core AI · Computer Vision
(1)
Keywords
semantic segmentation
(7)
few-shot learning
(3)
object counting
(2)
multi-task learning
(2)
prototype learning
(2)
multimodal learning
(2)
density map
(2)
instance segmentation
(2)
video semantic segmentation
(2)
task conditioning
(2)
point cloud segmentation
(2)
state space model
(2)
question answering
(1)
weakly supervised learning
(1)
temporal modeling
(1)
medical imaging
(1)
contrastive learning
(1)
object detection
(1)
pseudo labeling
(1)
density estimation
(1)
Papers
EgoSound: Benchmarking Sound Understanding in Egocentric Videos
CVPR 2026
Exploiting Temporal State Space Sharing for Video Semantic Segmentation
CVPR 2025
Generalized Few-shot 3D Point Cloud Segmentation with Vision-Language Model
CVPR 2025
MedVSR: Medical Video Super-Resolution with Cross State-Space Propagation
ICCV 2025
Multimodality Helps Few-shot 3D Point Cloud Semantic Segmentation
ICLR 2025
ObjectRelator: Enabling Cross-View Object Relation Understanding Across Ego-Centric and Exo-Centric Perspectives
ICCV 2025
SAM-Aware Graph Prompt Reasoning Network for Cross-Domain Few-Shot Segmentation
AAAI 2025
XTrack: Multimodal Training Boosts RGB-X Video Object Trackers
ICCV 2025
Rethinking Few-shot 3D Point Cloud Semantic Segmentation
CVPR 2024
Edge Guided GANs with Contrastive Learning for Semantic Image Synthesis
ICLR 2023
Indiscernible Object Counting in Underwater Scenes
CVPR 2023
Coarse-To-Fine Feature Mining for Video Semantic Segmentation
CVPR 2022
Mining Relations among Cross-Frame Affinities for Video Semantic Segmentation
ECCV 2022
CompositeTasking: Understanding Images by Spatial Composition of Tasks
CVPR 2021
Mutual Affine Network for Spatially Variant Kernel Estimation in Blind Image Super-Resolution
ICCV 2021
Task Switching Network for Multi-Task Learning
ICCV 2021
Camouflaged Object Detection
CVPR 2020
Fine-Grained Recognition: Accounting for Subtle Differences between Similar Classes
AAAI 2020
Fixing Localization Errors to Improve Image Classification
ECCV 2020
Mining Cross-Image Semantics for Weakly Supervised Semantic Segmentation
ECCV 2020
Object Counting and Instance Segmentation With Image-Level Supervision
CVPR 2019