2 papers
cs.LG2026
Beyond topography: Topographic regularization improves robustness and reshapes representations in convolutional neural networks
Nhut Truong, Uri Hasson
Topographic convolutional neural networks (TCNNs) are computational models that can simulate aspects of the brain's spatial and functional organization. However, it is unclear whet…
cs.CV2024
Explaining Human Comparisons using Alignment-Importance Heatmaps
Nhut Truong, Dario Pesenti, Uri Hasson
We present a computational explainability approach for human comparison tasks, using Alignment Importance Score (AIS) heatmaps derived from deep-vision models. The AIS reflects a f…