Lukas Muttenthaler

1. Getting aligned on representational alignment
   2023/10/18 by Ilia Sucholutsky, Sucholutsky, Ilia, Lukas Muttenthaler +66 · 10 voices · 34 citations
   Biochemistry, Genetics and Molecular Biology · Materials Science · Neuroscience · #Bioinformatics and Genomic Networks #Machine Learning in Materials Science #Neural dynamics and brain function #cs.AI #cs.LG #cs.NE #q-bio.NC
2. Human alignment of neural network representations
   2022/11/02 by Lukas Muttenthaler, Jonas Dippel, Muttenthaler, Lukas +7 · 2 voices · 8 citations
   Neuroscience · Computer Science · #Face Recognition and Perception #Domain Adaptation and Few-Shot Learning
3. Dimensions underlying the representational alignment of deep neural networks with humans
   2024/06/27 by Florian P Mahner, Lukas Muttenthaler, Mahner, Florian P. +5 · 8 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)
4. VICE: Variational Interpretable Concept Embeddings
   2022/05/02 by Lukas Muttenthaler, Charles Zheng, Muttenthaler, Lukas +9 · 4 citations
   Computer Science · #Domain Adaptation and Few-Shot Learning #Gaussian Processes and Bayesian Inference #Bayesian Modeling and Causal Inference
5. Objective drives the consistency of representational similarity across datasets
   2024/11/08 by Laure Ciernik, Ciernik, Laure, Lorenz Linhardt +9 · 2 voices · 4 citations
   #cs.CV #cs.AI #cs.LG
6. When Does Perceptual Alignment Benefit Vision Representations?
   2024/10/14 by Shobhita Sundaram, Stephanie Fu, Sundaram, Shobhita +13 · 1 voice · 4 citations
   Neuroscience · #Visual perception and processing mechanisms
7. Improving neural network representations using human similarity judgments
   2023/06/07 by Lukas Muttenthaler, Muttenthaler, Lukas, Lorenz Linhardt +11 · 3 citations
   Computer Science · #Anomaly Detection Techniques and Applications #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Multimodal Machine Learning Applications
8. Dimensions underlying the representational alignment of deep neural networks with humans
   2025/06/23 by Florian P Mahner, Lukas Muttenthaler, Umut Güçlü +1 · 1 voice · 3 citations
   Neuroscience · Biochemistry, Genetics and Molecular Biology · #Neural dynamics and brain function #Face Recognition and Perception #Cell Image Analysis Techniques
9. Attentive multilayer fusion for vision transformers
   2026/01/14 by Laure Ciernik, Marco Morik, Lukas Thede +4 · 3 voices
   #cs.CV