no code implementations • 12 Feb 2021 • Nikolay Dagaev, Brett D. Roads, Xiaoliang Luo, Daniel N. Barry, Kaustubh R. Patil, Bradley C. Love
Furthermore, an LCN's predictions can be used in a two-stage approach to encourage a high-capacity network (HCN) to rely on deeper invariant features that should generalize broadly.
1 code implementation • CVPR 2021 • Brett D. Roads, Bradley C. Love
The Human Similarity Judgments extension to ImageNet (ImageNet-HSJ) is composed of human similarity judgments that supplement the ILSVRC validation set.
no code implementations • 13 Oct 2020 • Maria Attarian, Brett D. Roads, Michael C. Mozer
Deep-learning vision models have shown intriguing similarities and differences with respect to human vision.
1 code implementation • 22 Feb 2020 • Freddie Bickford Smith, Xiaoliang Luo, Brett D. Roads, Bradley C. Love
Is the resulting perceptual boost task-dependent in naturalistic settings?
no code implementations • 6 Feb 2020 • Xiaoliang Luo, Brett D. Roads, Bradley C. Love
Motivated by selective attention in categorisation models, we developed a goal-directed attention mechanism that can process naturalistic (photographic) stimuli.
no code implementations • 21 Jun 2019 • Brett D. Roads, Bradley C. Love
Concept induction requires the extraction and naming of concepts from noisy perceptual experience.
1 code implementation • 19 Nov 2015 • Jake Snell, Karl Ridgeway, Renjie Liao, Brett D. Roads, Michael C. Mozer, Richard S. Zemel
We propose instead to use a loss function that is better calibrated to human perceptual judgments of image quality: the multiscale structural-similarity score (MS-SSIM).