Timothy Q. Gentner

1. Parametric UMAP embeddings for representation and semi-supervised\n learning
   2020/09/27 by Tim Sainburg, Leland McInnes, Sainburg, Tim +3 · 33 citations
   Computer Science · #Advanced Graph Neural Networks #Computational Geometry (cs.CG) #Domain Adaptation and Few-Shot Learning #FOS: Biological sciences #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Quantitative Methods (q-bio.QM) #Topological and Geometric Data Analysis
2. Generative adversarial interpolative autoencoding: adversarial training on latent space interpolations encourage convex latent distributions
   2018/07/17 by Tim Sainburg, Sainburg, Tim, Marvin Thielk +7 · 12 citations
   Computer Science · Engineering · #Advanced Image Processing Techniques #Digital Media Forensic Detection #FOS: Computer and information sciences #Image Processing Techniques and Applications #Machine Learning (cs.LG) #Machine Learning (stat.ML)
3. Finding, visualizing, and quantifying latent structure across diverse animal vocal repertoires
   2020/10/15 by Tim Sainburg, Marvin Thielk, Timothy Q. Gentner · 1 voice · 3 citations
   Biochemistry, Genetics and Molecular Biology · Computer Science · Environmental Science · #Animal Vocal Communication and Behavior #Marine animal studies overview #Music and Audio Processing
4. Recursive syntactic pattern learning by songbirds
   2006/04/01 by Timothy Q. Gentner, Kimberly M. Fenn, Daniel Margoliash +1 · 1 citation
   Biochemistry, Genetics and Molecular Biology · Environmental Science · Social Sciences · #Animal Vocal Communication and Behavior #Language and cultural evolution #Marine animal studies overview