Alexander Freytag
6 papers · 2013–2023 · 2 conferences · across top CS/AI conferences
Achievements
Jump to papers ↓+5 more ↓ Show less ↑
π£ Hot Topic Early Bird π Cross-Pollinator (15) π Academic Marathon (10) π Renaissance Researcher (5) π Interdisciplinary Bridge
π
Conference Polyglot
(2)
πΊοΈ
Taxonomy Completionist
(14)
π§
Keyword Pioneer
π
Trend Setter
π
Conference Pioneer
Conferences
CVPR (5)
ECCV (1)
Top co-authors
Keywords
object recognition
(2)
semi-weakly supervised learning
(2)
semantic segmentation
(1)
semi-supervised learning
(1)
domain adaptation
(1)
medical imaging
(1)
category discovery
(1)
medical image segmentation
(1)
visual recognition
(1)
part detection
(1)
multi-class classification
(1)
label transfer
(1)
novelty detection
(1)
object categorization
(1)
expected model change
(1)
fine-grained recognition
(1)
nonparametric method
(1)
annotation efficiency
(1)
prototypical learning
(1)
kernel methods
(1)
Papers
Decoupled Semantic Prototypes Enable Learning From Diverse Annotation Types for Semi-Weakly Segmentation in Expert-Driven Domains
CVPR 2023
Graph-Constrained Contrastive Regularization for Semi-Weakly Volumetric Segmentation
ECCV 2022
Every Annotation Counts: Multi-Label Deep Supervision for Medical Image Segmentation
CVPR 2021
Active Learning and Discovery of Object Categories in the Presence of Unnameable Instances
CVPR 2015
Nonparametric Part Transfer for Fine-grained Recognition
CVPR 2014
Kernel Null Space Methods for Novelty Detection
CVPR 2013