Simon Reiß
11 papers · 2022–2025 · 8 venues · across top CS/AI venues
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Achievements
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🌍 Conference Polyglot · Silver 🌉 Interdisciplinary Bridge · Silver 🗺️ Taxonomy Completionist (29) 🐣 Hot Topic Early Bird 🤝 Dynamic Duo (11)
🌈
Renaissance Researcher
(6)
❓
The Questioner
🚀
Conference Pioneer
💎
Century Club · Bronze
🗃️
Keyword Collector
(58)
Top co-authors
Research topics
Computer Vision
(7)
Machine Learning
(7)
Analysis
(7)
Learning Types · Machine Learning
(6)
Artificial Intelligence
(5)
Core AI
(5)
Deep Learning
(4)
Healthcare & Medicine
(3)
Clinical
(3)
Domain-Specific
(3)
Learning Types · Deep Learning
(3)
Architectures
(2)
Data Science & Analytics
(1)
Interdisciplinary
(1)
Natural Language Processing
(1)
Keywords
semantic segmentation
(6)
medical imaging
(3)
semi-supervised learning
(2)
domain adaptation
(2)
multilingual nlp
(1)
multimodal learning
(1)
multi-task learning
(1)
medical image analysis
(1)
scene understanding
(1)
multi-instance learning
(1)
feature extraction
(1)
human pose estimation
(1)
pose estimation
(1)
depth estimation
(1)
benchmark evaluation
(1)
image translation
(1)
bird's eye view
(1)
sensor fusion
(1)
sequence modeling
(1)
transformer architecture
(1)
Papers
Every Component Counts: Rethinking the Measure of Success for Medical Semantic Segmentation in Multi-Instance Segmentation Tasks
AAAI 2025
Is Visual in-Context Learning for Compositional Medical Tasks within Reach?
ICCV 2025
360BEV: Panoramic Semantic Mapping for Indoor Bird's-Eye View
WACV 2024
Anatomy-guided Pathology Segmentation
MICCAI 2024
Muscles in Time: Learning to Understand Human Motion In-Depth by Simulating Muscle Activations
NeurIPS 2024
SciEx: Benchmarking Large Language Models on Scientific Exams with Human Expert Grading and Automatic Grading
EMNLP 2024
Decoupled Semantic Prototypes Enable Learning From Diverse Annotation Types for Semi-Weakly Segmentation in Expert-Driven Domains
CVPR 2023
Delivering Arbitrary-Modal Semantic Segmentation
CVPR 2023
Bending Reality: Distortion-Aware Transformers for Adapting to Panoramic Semantic Segmentation
CVPR 2022
Graph-Constrained Contrastive Regularization for Semi-Weakly Volumetric Segmentation
ECCV 2022
Reference-Guided Pseudo-Label Generation for Medical Semantic Segmentation
AAAI 2022