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Multivariate and Propagation Graph Attention Network for Spatial-Temporal Prediction with Outdoor Cellular Traffic
Spatial-temporal prediction is a critical problem for intelligent transp...
08/18/2021 ∙ by Chung-Yi Lin, et al. ∙
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TrUMAn: Trope Understanding in Movies and Animations
Understanding and comprehending video content is crucial for many real-w...
08/10/2021 ∙ by Hung-Ting Su, et al. ∙
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ReDAL: Region-based and Diversity-aware Active Learning for Point Cloud Semantic Segmentation
Despite the success of deep learning on supervised point cloud semantic ...
07/25/2021 ∙ by Tsung-Han Wu, et al. ∙
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Learning from 2D: Pixel-to-Point Knowledge Transfer for 3D Pretraining
Most of the 3D networks are trained from scratch owning to the lack of l...
04/10/2021 ∙ by Yueh-Cheng Liu, et al. ∙
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OCID-Ref: A 3D Robotic Dataset with Embodied Language for Clutter Scene Grounding
To effectively apply robots in working environments and assist humans, i...
03/13/2021 ∙ by Ke-Jyun Wang, et al. ∙
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S^3: Learnable Sparse Signal Superdensity for Guided Depth Estimation
Dense Depth estimation plays a key role in multiple applications such as...
03/03/2021 ∙ by Yu-Kai Huang, et al. ∙
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Should I Look at the Head or the Tail? Dual-awareness Attention for Few-Shot Object Detection
While recent progress has significantly boosted few-shot classification ...
02/24/2021 ∙ by Tung-I Chen, et al. ∙
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Situation and Behavior Understanding by Trope Detection on Films
The human ability of deep cognitive skills are crucial for the developme...
01/19/2021 ∙ by Chen-Hsi Chang, et al. ∙
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End-to-End Video Question-Answer Generation with Generator-Pretester Network
We study a novel task, Video Question-Answer Generation (VQAG), for chal...
01/05/2021 ∙ by Hung-Ting Su, et al. ∙
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A Coarse-To-Fine (C2F) Representation for End-To-End 6-DoF Grasp Detection
We proposed an end-to-end grasp detection network, Grasp Detection Netwo...
10/21/2020 ∙ by Kuang-Yu Jeng, et al. ∙
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Video Question Generation via Cross-Modal Self-Attention Networks Learning
Video Question Answering (Video QA) is a critical and challenging task i...
07/05/2019 ∙ by Yu-Siang Wang, et al. ∙
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