Martin N. Hebart
- Getting aligned on representational alignment
2023/10/18 by Ilia Sucholutsky, Sucholutsky, Ilia, Lukas Muttenthaler +66 · 10 voices · 48 citations
Biochemistry, Genetics and Molecular Biology · Computer Science · 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
- Dimensions underlying the representational alignment of deep neural networks with humans
2024/06/27 by Florian P. Mahner, Florian P Mahner, Lukas Muttenthaler +6 · 2 voices · 13 citations
Biochemistry, Genetics and Molecular Biology · 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) #cs.AI #cs.CV #cs.LG #q-bio.QM
- VICE: Variational Interpretable Concept Embeddings
2022/05/02 by Lukas Muttenthaler, Muttenthaler, Lukas, Charles Zheng +9 · 7 citations
Computer Science · #Domain Adaptation and Few-Shot Learning #Gaussian Processes and Bayesian Inference #Bayesian Modeling and Causal Inference
- Revealing the multidimensional mental representations of natural objects underlying human similarity judgements
2020/10/12 by Martin N. Hebart, Charles Zheng, Charles Y. Zheng +2 · 1 voice · 3 citations
Neuroscience · Psychology · #Categorization, perception, and language #Child and Animal Learning Development #Face Recognition and Perception
- Semantic Tuning of Single Neurons in the Human Medial Temporal Lobe
2025/10/27 by Katharina Karkowski, M. S. Kehl, Yingjie Qin +9 · 1 voice · 1 citation
Neuroscience · Computer Science · #Neural dynamics and brain function #Neural Networks and Applications