Ynnerman, Anders

1. Classifying the classifier: dissecting the weight space of neural\n networks
   2020/02/13 by Gabriel Eilertsen, Daniel Jönsson, Eilertsen, Gabriel +7 · 6 citations
   Computer Science · #Advanced Neural Network Applications #Adversarial Robustness in Machine Learning #Computer Vision and Pattern Recognition (cs.CV) #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning and Data Classification #Neural Networks and Applications
2. A Unified Framework for Multi-Sensor HDR Video Reconstruction
   2013/08/22 by Joel Kronander, Kronander, Joel, Stefan Gustavson +7 · 2 citations
   Computer Science · #Advanced Image Processing Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Graphics (cs.GR) #Image Enhancement Techniques #Image and Signal Denoising Methods #Multimedia (cs.MM)
3. Feature Learning for Nonlinear Dimensionality Reduction toward Maximal Extraction of Hidden Patterns
   2022/06/28 by Fujiwara, Takanori, Kuo, Yun-Hsin, Ynnerman, Anders +1 · 3 citations
   #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
4. VOICE: Visual Oracle for Interaction, Conversation, and Explanation
   2023/04/08 by Donggang Jia, Jia, Donggang, Alexandra Irger +11 · 3 citations
   Computer Science · Decision Sciences · Materials Science · #FOS: Computer and information sciences #Graphics (cs.GR) #Human-Computer Interaction (cs.HC) #Machine Learning in Materials Science #Scientific Computing and Data Management #Topic Modeling
5. Visualization in Astrophysics: Developing New Methods, Discovering Our Universe, and Educating the Earth
   2021/06/01 by Lan, Fangfei, Young, Michael, Anderson, Lauren +6 · 1 citation
   #FOS: Computer and information sciences #FOS: Physical sciences #Human-Computer Interaction (cs.HC) #Instrumentation and Methods for Astrophysics (astro-ph.IM)
6. A Computational Design Pipeline to Fabricate Sensing Network Physicalizations
   2023/08/09 by S. Sandra Bae, Takanori Fujiwara, Bae, S. Sandra +9 · 1 citation
   Computer Science · Decision Sciences · #Data Visualization and Analytics #FOS: Computer and information sciences #Human-Computer Interaction (cs.HC) #Personal Information Management and User Behavior
7. Visual Analytics of Multivariate Networks with Representation Learning and Composite Variable Construction
   2023/03/16 by Lu, Hsiao-Ying, Fujiwara, Takanori, Chang, Ming-Yi +3 · 2 citations
   #FOS: Computer and information sciences #Human-Computer Interaction (cs.HC) #Machine Learning (cs.LG) #Social and Information Networks (cs.SI)
8. Augmenting a Large Language Model with a Combination of Text and Visual Data for Conversational Visualization of Global Geospatial Data
   2025/01/16 by Omar Mena, Mena, Omar, Alexandre Kouyoumdjian +9 · 1 citation
   Social Sciences · #Geographic Information Systems Studies