Güçlü, Umut

1. Dimensions underlying the representational alignment of deep neural networks with humans
   2024/06/27 by Florian P Mahner, Mahner, Florian P., Lukas Muttenthaler +5 · 1 voice · 13 citations
   Computer Science · Neuroscience · #Artificial Intelligence (cs.AI) #Cognitive Science and Education Research #Computer Vision and Pattern Recognition (cs.CV) #FOS: Biological sciences #FOS: Computer and information sciences #Machine Learning (cs.LG) #Neural Networks and Applications #Quantitative Methods (q-bio.QM)
2. The Kernel Mixture Network: A Nonparametric Method for Conditional\n Density Estimation of Continuous Random Variables
   2017/05/19 by Luca Ambrogioni, Ambrogioni, Luca, Umut Güçlü +5 · 4 citations
   Computer Science · Mathematics · #Bayesian Methods and Mixture Models #FOS: Computer and information sciences #Gaussian Processes and Bayesian Inference #Generative Adversarial Networks and Image Synthesis #Human Pose and Action Recognition #Machine Learning (stat.ML) #Morphological variations and asymmetry
3. Brains on Beats
   2016/06/08 by Güçlü, Umut, Thielen, Jordy, Hanke, Michael +1 · 2 citations
   #FOS: Biological sciences #Neurons and Cognition (q-bio.NC)
4. Forward Amortized Inference for Likelihood-Free Variational Marginalization
   2018/05/29 by Ambrogioni, Luca, Güçlü, Umut, Berezutskaya, Julia +5 · 2 citations
   #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
5. First Impressions: A Survey on Vision-Based Apparent Personality Trait Analysis
   2018/04/21 by Julio C. S. Jacques Junior, Junior, Julio C. S. Jacques, Yağmur Güçlütürk +19 · 2 citations
   Psychology · #Computer Vision and Pattern Recognition (cs.CV) #Evolutionary Psychology and Human Behavior #FOS: Computer and information sciences #Personality Disorders and Psychopathology #Personality Traits and Psychology
6. Wasserstein Variational Inference
   2018/05/29 by Ambrogioni, Luca, Güçlü, Umut, Güçlütürk, Yağmur +3 · 1 citation
   #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
7. Deep adversarial neural decoding
   2017/05/19 by Yağmur Güçlütürk, Güçlütürk, Yağmur, Umut Güçlü +9 · 1 voice
   Biochemistry, Genetics and Molecular Biology · Computer Science · Engineering · Mathematics · Neuroscience · #Digital Media Forensic Detection #FOS: Biological sciences #FOS: Computer and information sciences #Face Recognition and Perception #Image Processing Techniques and Applications #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Neurons and Cognition (q-bio.NC) #cs.LG #q-bio.NC #stat.ML
8. Neural encoding with affine feature response transforms
   2025/01/07 by Lynn Le, Nils Kimman, Le, Lynn +17 · 1 citation
   Computer Science · #FOS: Biological sciences #Neural Networks and Applications #Neurons and Cognition (q-bio.NC)