no code implementations • ECCV 2020 • Lele Chen, Guofeng Cui, Celong Liu, Zhong Li, Ziyi Kou, Yi Xu, Chenliang Xu
Monocular 3D object detection is a challenging task due to unreliable depth, resulting in a distinct performance gap between monocular and LiDAR-based approaches.
1 code implementation • 19 Jul 2022 • Zhenrui Yue, Huimin Zeng, Ziyi Kou, Lanyu Shang, Dong Wang
Additionally, we design an adversarial training method tailored for sequential recommender systems.
no code implementations • 29 Mar 2022 • Zhenrui Yue, Huimin Zeng, Ziyi Kou, Lanyu Shang, Dong Wang
Modern smart sensor-based energy management systems leverage non-intrusive load monitoring (NILM) to predict and optimize appliance load distribution in real-time.
1 code implementation • 16 Jul 2020 • Lele Chen, Guofeng Cui, Celong Liu, Zhong Li, Ziyi Kou, Yi Xu, Chenliang Xu
When people deliver a speech, they naturally move heads, and this rhythmic head motion conveys prosodic information.
no code implementations • 7 Jun 2020 • Weiguo Pian, Yingbo Wu, Xiangmou Qu, Junpeng Cai, Ziyi Kou
However, existing GCN-based ride-hailing demand prediction methods only assign the same importance to different neighbor regions, and maintain a fixed graph structure with static spatial relationships throughout the timeline when extracting the irregular non-Euclidean spatial correlations.
no code implementations • 7 Jun 2020 • Weiguo Pian, Yingbo Wu, Ziyi Kou
As an economical and healthy mode of shared transportation, Bike Sharing System (BSS) develops quickly in many big cities.
1 code implementation • 7 May 2020 • Lele Chen, Guofeng Cui, Ziyi Kou, Haitian Zheng, Chenliang Xu
In this work, we present a carefully-designed benchmark for evaluating talking-head video generation with standardized dataset pre-processing strategies.
no code implementations • 17 Nov 2019 • Ziyi Kou, Guofeng Cui, Shaojie Wang, Wentian Zhao, Chenliang Xu
In this paper, we propose a confidence segmentation (ConfSeg) module that builds confidence score for each pixel in CAM without introducing additional hyper-parameters.
no code implementations • 9 Sep 2019 • Ziyi Kou, Wentian Zhao, Guofeng Cui, Shaojie Wang
Weakly Supervised Object Localization (WSOL) methodsusually rely on fully convolutional networks in order to ob-tain class activation maps(CAMs) of targeted labels.
no code implementations • 2 Dec 2018 • Shaojie Wang, Wentian Zhao, Ziyi Kou, Chenliang Xu
Furthermore, we study multiple modalities including description and transcripts for the purpose of boosting video understanding.