Heigold, Georg
- An Image is Worth 16x16 Words: Transformers for Image Recognition at Scale
2020/10/22 by Alexey Dosovitskiy, Dosovitskiy, Alexey, Lucas Beyer +21 · 6 voices · 4283 citations
Computer Science · #Advanced Neural Network Applications #Domain Adaptation and Few-Shot Learning #Adversarial Robustness in Machine Learning
- ViViT: A Video Vision Transformer
2021/03/29 by Arnab, Anurag, Dehghani, Mostafa, Heigold, Georg +3 · 158 citations
#Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
- Object-Centric Learning with Slot Attention
2020/06/26 by Francesco Locatello, Locatello, Francesco, Dirk Weissenborn +13 · 100 citations
Computer Science · #Multimodal Machine Learning Applications #Domain Adaptation and Few-Shot Learning #Visual Attention and Saliency Detection
- Conditional Object-Centric Learning from Video
2021/11/24 by Kipf, Thomas, Elsayed, Gamaleldin F., Mahendran, Aravindh +6 · 22 citations
#Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
- End-to-End Text-Dependent Speaker Verification
2015/09/27 by Georg Heigold, Heigold, Georg, Ignacio López Moreno +5 · 6 citations
Computer Science · #FOS: Computer and information sciences #Machine Learning (cs.LG) #Natural Language Processing Techniques #Sound (cs.SD) #Speech Recognition and Synthesis #Topic Modeling
- How Robust Are Character-Based Word Embeddings in Tagging and MT Against Wrod Scramlbing or Randdm Nouse?
2017/04/14 by Georg Heigold, Heigold, Georg, Günter Neumann +3 · 1 citation
Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Handwritten Text Recognition Techniques #Natural Language Processing Techniques #Topic Modeling
- Video OWL-ViT: Temporally-consistent open-world localization in video
2023/08/22 by Heigold, Georg, Minderer, Matthias, Gritsenko, Alexey +5 · 2 citations
#Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG)