Kobs, Konstantin

1. Do Different Deep Metric Learning Losses Lead to Similar Learned Features?
   2022/05/05 by Kobs, Konstantin, Steininger, Michael, Dulny, Andrzej +1 · 2 citations
   #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
2. InDiReCT: Language-Guided Zero-Shot Deep Metric Learning for Images
   2022/11/23 by Konstantin Kobs, Michael Steininger, Kobs, Konstantin +3 · 2 citations
   Biochemistry, Genetics and Molecular Biology · Computer Science · #Artificial Intelligence (cs.AI) #Cancer-related molecular mechanisms research #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Multimodal Machine Learning Applications
3. SimLoss: Class Similarities in Cross Entropy
   2020/03/06 by Kobs, Konstantin, Steininger, Michael, Zehe, Albin +2 · 1 citation
   #FOS: Computer and information sciences #I.2.6 #Machine Learning (cs.LG) #Machine Learning (stat.ML)
4. Versatile User Identification in Extended Reality using Pretrained Similarity-Learning
   2023/02/15 by Konstantin Kobs, Rack, Christian, Kobs, Konstantin +6 · 2 citations
   Computer Science · Engineering · #FOS: Computer and information sciences #Gait Recognition and Analysis #Human Pose and Action Recognition #Human-Computer Interaction (cs.HC) #Machine Learning (cs.LG) #Video Surveillance and Tracking Methods