Lukas Hoyer
15 papers · 2019–2026 · 5 venues · across top CS/AI venues
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Achievements
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🗺️ Taxonomy Completionist (24) 🏃 Academic Marathon · Sprint 🌍 Conference Polyglot · Silver 🌉 Interdisciplinary Bridge · Bronze 🧬 Topic Evolution
🤝
Dynamic Duo
(11)
⚡
Prolific Year · Productive
💎
Century Club · Bronze
Venues
Top co-authors
Research topics
Computer Vision
(10)
Machine Learning
(8)
Analysis
(8)
Deep Learning
(7)
Learning Types · Machine Learning
(6)
Learning Types · Deep Learning
(6)
Application Areas
(5)
Artificial Intelligence
(2)
Core Methods
(2)
Learning Paradigms
(2)
Processing
(2)
Architectures
(1)
Domain-Specific
(1)
Optimization & Theory
(1)
Keywords
semantic segmentation
(8)
domain adaptation
(5)
weakly supervised learning
(3)
knowledge distillation
(2)
depth estimation
(2)
data augmentation
(2)
self-supervised learning
(2)
semi-supervised learning
(2)
unsupervised domain adaptation
(2)
transformer encoder
(2)
point cloud
(1)
feature extraction
(1)
feature correlation
(1)
knowledge transfer
(1)
pseudo labeling
(1)
context understanding
(1)
object detection
(1)
instance segmentation
(1)
image segmentation
(1)
3d reconstruction
(1)
Papers
Rewis3d: Reconstruction Improves Weakly-Supervised Semantic Segmentation
CVPR 2026
Robust Promptable Video Object Segmentation
CVPR 2026
2D Feature Distillation for Weakly- and Semi-Supervised 3D Semantic Segmentation
WACV 2024
DGInStyle: Domain-Generalizable Semantic Segmentation with Image Diffusion Models and Stylized Semantic Control
ECCV 2024
MICDrop: Masking Image and Depth Features via Complementary Dropout for Domain-Adaptive Semantic Segmentation
ECCV 2024
Scribbles for All: Benchmarking Scribble Supervised Segmentation Across Datasets
NeurIPS 2024
SemiVL: Semi-Supervised Semantic Segmentation with Vision-Language Guidance
ECCV 2024
SILC: Improving Vision Language Pretraining with Self-Distillation
ECCV 2024
EDAPS: Enhanced Domain-Adaptive Panoptic Segmentation
ICCV 2023
MIC: Masked Image Consistency for Context-Enhanced Domain Adaptation
CVPR 2023
DAFormer: Improving Network Architectures and Training Strategies for Domain-Adaptive Semantic Segmentation
CVPR 2022
HRDA: Context-Aware High-Resolution Domain-Adaptive Semantic Segmentation
ECCV 2022
Domain Adaptive Semantic Segmentation With Self-Supervised Depth Estimation
ICCV 2021
Three Ways To Improve Semantic Segmentation With Self-Supervised Depth Estimation
CVPR 2021
Grid Saliency for Context Explanations of Semantic Segmentation
NeurIPS 2019