Temporal Context Mining for Learned Video Compression [PDF]
IEEE transactions on multimedia, 2021 Applying deep learning to video compression has attracted increasing attention in recent few years. In this work, we address end-to-end learned video compression with a special focus on better learning and utilizing temporal contexts.
Xihua Sheng +5 more
semanticscholar +1 more source
E-NeRV: Expedite Neural Video Representation with Disentangled Spatial-Temporal Context [PDF]
European Conference on Computer Vision, 2022 Recently, the image-wise implicit neural representation of videos, NeRV, has gained popularity for its promising results and swift speed compared to regular pixel-wise implicit representations.
Zizhang Li +5 more
semanticscholar +1 more source
TemporalMaxer: Maximize Temporal Context with only Max Pooling for Temporal Action Localization [PDF]
arXiv.org, 2023 Temporal Action Localization (TAL) is a challenging task in video understanding that aims to identify and localize actions within a video sequence. Recent studies have emphasized the importance of applying long-term temporal context modeling (TCM) blocks
Tuan N. Tang, Kwonyoung Kim, K. Sohn
semanticscholar +1 more source
Temporal Context Aggregation Network for Temporal Action Proposal Refinement [PDF]
Computer Vision and Pattern Recognition, 2021 Temporal action proposal generation aims to estimate temporal intervals of actions in untrimmed videos, which is a challenging yet important task in the video understanding field.
Zhiwu Qing +9 more
semanticscholar +1 more source
Neural Responses During Emotion Transitions and Emotion Regulation
Frontiers in Psychology, 2021 Why are some people more susceptible to interference from previous emotional stimuli? Neural mechanisms underlying emotion regulation are typically studied with one-off positive or negative stimuli.
Yu Hao +4 more
doaj +1 more source
No exploitation of temporal sequence context during visual search [PDF]
Royal Society Open Science, 2021 The human visual system can rapidly extract regularities from our visual environment, generating predictive context. It has been shown that spatial predictive context can be used during visual search.
Floortje G. Bouwkamp +2 more
doaj +1 more source
Regularities in temporal context influence the window of temporal integration. [PDF]
J VisPerceptual content is integrated as it unfolds in real time within temporal windows. Understanding the dynamics of temporal integration requires understanding the influence of an ongoing temporal context. Toward this goal, we developed a novel paradigm of temporal integration where two halves of a Kanizsa square are integrated together (seen as a full ...
Mudumba R, Srinivasan N.
europepmc +3 more sources
The effect of temporal context on memory for art
Acta PsychologicaAlthough considerable research has been done on memory for temporal information, as well as on the relationship between context and cognition, not much is known about the influence of temporal context on memory formation and retention.
Sean M. Dageforde +6 more
doaj +3 more sources
Spatialization of Time in the Entorhinal-Hippocampal System
Frontiers in Behavioral Neuroscience, 2022 The functional role of the entorhinal-hippocampal system has been a long withstanding mystery. One key theory that has become most popular is that the entorhinal-hippocampal system represents space to facilitate navigation in one’s surroundings.
Troy M. Houser
doaj +1 more source
Hierarchical Transformer with Spatio-temporal Context Aggregation for Next Point-of-interest Recommendation [PDF]
ACM Trans. Inf. Syst., 2022 Next point-of-interest (POI) recommendation is a critical task in location-based social networks, yet remains challenging due to a high degree of variation and personalization exhibited in user movements.
Jiayi Xie, Zhenzhong Chen
semanticscholar +1 more source