Deep Learning
FlyView: a bio-informed optical flow truth dataset for visual navigation using panoramic stereo vision
Figure 1: (a) Field of view of the blowfly Calliphora vicina mapped onto a panoramic view of an indoor scene. Blue and red borders outline the visual field of the left and right eyes; tinted area denotes area of binocular overlap.
On the Strong Correlation Between Model Invariance and Generalization
Generalization and invariance are two essential properties of machine learning models. Generalization captures a model's ability to classify unseen data while invariance measures the consistency of model predictions on transformed data.
NAS-Bench-Suite-Zero: Accelerating Research on Zero Cost Proxies
Algorithms for neural architecture search (NAS) seek to automate the design of high-performing neural architectures for a given dataset.
NAS-Bench-Suite-Zero: Accelerating Research on Zero Cost Proxies
Algorithms for neural architecture search (NAS) seek to automate the design of high-performing neural architectures for a given dataset.
