Robuta

https://deepai.org/publication/gta-global-temporal-attention-for-video-action-understanding GTA: Global Temporal Attention for Video Action Understanding | DeepAI Dec 15, 2020 - 12/15/20 - Self-attention learns pairwise interactions via dot products to model long-range dependencies, yielding great improvements for vid... temporal attentionfor videogtaglobalaction https://deepai.org/publication/spatio-temporal-attention-model-for-tactile-texture-recognition Spatio-temporal Attention Model for Tactile Texture Recognition | DeepAI Aug 10, 2020 - 08/10/20 - Recently, tactile sensing has attracted great interest in robotics, especially for facilitating exploration of unstructured enviro... temporal attentiontexture recognitionspatiomodeltactile https://openreview.net/forum?id=aoluHsy5Kk&referrer=%5Bthe%20profile%20of%20Junho%20Koh%5D(%2Fprofile%3Fid%3D~Junho_Koh1) MGTANet: Encoding Sequential LiDAR Points Using Long Short-Term Motion-Guided Temporal Attention... Most scanning LiDAR sensors generate a sequence of point clouds in real-time. While conventional 3D object detectors use a set of unordered LiDAR points... https://deepai.org/publication/learning-monocular-depth-in-dynamic-environment-via-context-aware-temporal-attention Learning Monocular Depth in Dynamic Environment via Context-aware Temporal Attention | DeepAI May 12, 2023 - 05/12/23 - The monocular depth estimation task has recently revealed encouraging prospects, especially for the autonomous driving task. To ta... dynamic environment https://www.mdpi.com/2072-4292/16/21/3956 MBFE-UNet: A Multi-Branch Feature Extraction UNet with Temporal Cross Attention for Radar Echo... Radar echo extrapolation is a critical technique for short-term weather forecasting. Timely warnings of severe convective weather events can be provided... https://www.mdpi.com/1424-8220/21/24/8468 Cross-Attention Fusion Based Spatial-Temporal Multi-Graph Convolutional Network for Traffic Flow... Accurate traffic flow prediction is essential to building a smart transportation city. Existing research mainly uses a given single-graph structure as a model,... graph convolutional network https://openreview.net/forum?id=XhqoDBouWS Why Attention Patterns Exist: A Unifying Temporal Perspective Analysis | OpenReview Attention patterns play a crucial role in both training and inference of large language models (LLMs). Prior works have identified individual patterns such as... why attentionpatternsexistunifyingtemporal https://huggingface.co/papers/2312.00845 Paper page - VMC: Video Motion Customization using Temporal Attention Adaption for Text-to-Video... Join the discussion on this paper page https://deepai.org/publication/where-and-when-to-look-spatio-temporal-attention-for-action-recognition-in-videos Where and When to Look? Spatio-temporal Attention for Action Recognition in Videos | DeepAI Oct 1, 2018 - 10/01/18 - Inspired by the observation that humans are able to process videos efficiently by only paying attention when and where it is neede... where and when https://www.preprints.org/manuscript/202504.1623 Enhanced Spatio-Temporal Attention Mechanism for Video Anomaly Event Detection[v1] | Preprints.org Video anomaly detection has emerged as an important research topic in computer vision and analysis. This paper presents an improved spatio-temporal color... https://aclanthology.org/2023.bionlp-1.28/ End-to-end clinical temporal information extraction with multi-head attention - ACL Anthology Timothy Miller, Steven Bethard, Dmitriy Dligach, Guergana Savova. Proceedings of the 22nd Workshop on Biomedical Natural Language Processing and BioNLP Shared... multi head attentioninformation extraction https://www.preprints.org/manuscript/202503.2247 Multimodal Fall Detection Using Spatial-Temporal Attention and Bi-LSTM Based Feature Fusion[v1] |... Human fall detection is a significant healthcare concern, particularly among the elderly, due to its links to muscle weakness, cardiovascular issues, and... https://deepai.org/publication/4d-attention-comprehensive-framework-for-spatio-temporal-gaze-mapping 4D Attention: Comprehensive Framework for Spatio-Temporal Gaze Mapping | DeepAI Jul 8, 2021 - 07/08/21 - This study presents a framework for capturing human attention in the spatio-temporal domain using eye-tracking glasses. Attention ... 4dattentioncomprehensiveframeworkspatio https://openreview.net/forum?id=BkZFV-MO-H&referrer=%5Bthe%20profile%20of%20Bin%20Liu%5D(%2Fprofile%3Fid%3D~Bin_Liu5) Online Multi-object Tracking Using CNN-Based Single Object Tracker with Spatial-Temporal Attention... In this paper, we propose a CNN-based framework for online MOT. This framework utilizes the merits of single object trackers in adapting appearance models and... https://www.frontiersin.org/journals/human-neuroscience/articles/10.3389/fnhum.2013.00480/full Frontiers | Attention in the temporal domain: a phase-coding mechanism controls the gain of sensory... [not enough space for our comment...] https://deepai.org/publication/tsam-temporal-link-prediction-in-directed-networks-based-on-self-attention-mechanism TSAM: Temporal Link Prediction in Directed Networks based on Self-Attention Mechanism | DeepAI Aug 23, 2020 - 08/23/20 - The development of graph neural networks (GCN) makes it possible to learn structural features from evolving complex networks. Even...