A review on deep learning techniques for video prediction
S Oprea, P Martinez-Gonzalez… - … on Pattern Analysis …, 2020 - ieeexplore.ieee.org
The ability to predict, anticipate and reason about future outcomes is a key component of
intelligent decision-making systems. In light of the success of deep learning in computer …
intelligent decision-making systems. In light of the success of deep learning in computer …
A review of visual memory capacity: Beyond individual items and toward structured representations
Traditional memory research has focused on identifying separate memory systems and
exploring different stages of memory processing. This approach has been valuable for …
exploring different stages of memory processing. This approach has been valuable for …
Unsupervised deep learning for optical flow estimation
Recent work has shown that optical flow estimation can be formulated as a supervised
learning problem. Moreover, convolutional networks have been successfully applied to this …
learning problem. Moreover, convolutional networks have been successfully applied to this …
Spatio-temporal video autoencoder with differentiable memory
We describe a new spatio-temporal video autoencoder, based on a classic spatial image
autoencoder and a novel nested temporal autoencoder. The temporal encoder is …
autoencoder and a novel nested temporal autoencoder. The temporal encoder is …
Visual long-term memory has a massive storage capacity for object details
One of the major lessons of memory research has been that human memory is fallible,
imprecise, and subject to interference. Thus, although observers can remember thousands …
imprecise, and subject to interference. Thus, although observers can remember thousands …
Working memory is not fixed-capacity: More active storage capacity for real-world objects than for simple stimuli
TF Brady, VS Störmer… - Proceedings of the …, 2016 - National Acad Sciences
Visual working memory is the cognitive system that holds visual information active to make it
resistant to interference from new perceptual input. Information about simple stimuli—colors …
resistant to interference from new perceptual input. Information about simple stimuli—colors …
Conceptual distinctiveness supports detailed visual long-term memory for real-world objects.
Humans have a massive capacity to store detailed information in visual long-term memory.
The present studies explored the fidelity of these visual long-term memory representations …
The present studies explored the fidelity of these visual long-term memory representations …
[图书][B] Human factors in simple and complex systems
RW Proctor, T Van Zandt - 2018 - taylorfrancis.com
Recently, there have been a number of advances in technology, including in mobile devices,
globalization of companies, display technologies and healthcare, all of which require …
globalization of companies, display technologies and healthcare, all of which require …
Scene memory is more detailed than you think: The role of categories in visual long-term memory
Observers can store thousands of object images in visual long-term memory with high
fidelity, but the fidelity of scene representations in long-term memory is not known. Here, we …
fidelity, but the fidelity of scene representations in long-term memory is not known. Here, we …
Going beyond LTM in the MTL: a synthesis of neuropsychological and neuroimaging findings on the role of the medial temporal lobe in memory and perception
Studies in rats and non-human primates suggest that medial temporal lobe (MTL) structures
play a role in perceptual processing, with the hippocampus necessary for spatial …
play a role in perceptual processing, with the hippocampus necessary for spatial …