1k citations
- Tsinghua UniversityCN56 papers
- Chinese Academy of SciencesCN53 papers
- University of Chinese Academy of SciencesCN31 papers
- Nanyang Technological UniversitySG27 papers
- Beijing Institute of TechnologyCN23 papers
- Beijing Normal UniversityCN21 papers
- Tianjin UniversityCN21 papers
- Peking UniversityCN18 papers
- University of Electronic Science and Technology of ChinaCN18 papers
- Peng Cheng LaboratoryCN16 papers
- University of Science and Technology of ChinaCN16 papers
- Beijing University of Posts and TelecommunicationsCN14 papers
772 papers
IntentQA: Intent Question Answering in Videos by Cognitive Context Reasoning
Jiapeng Li, Ping Wei, Wenjuan Han +2
Video understanding requires intelligent agents to transcend mere recognition of visual facts and comprehend the underlying intents behind human actions (often termed the "dark mat…
Domain Knowledge Based Temporal-Spatial Graph Convolution Network for ECG Recognition
Wenting Ma, Zhipeng Zhang, Xiaohang Yuan +6
In light of strides in Arti cial Intelligence (AI) and its wide spread application, challenges persist in the interpretability of AI models, particularly within specialized domains…
From Pixels to Temporal Correlations: Learning Informative Representations for Reinforcement Learning Pre-training
Jinwen Wang, Youfang Lin, Xiaobo Hu +4
Unsupervised pre-training on large-scale datasets has demonstrated significant potential for improving the sample efficiency and performance of Reinforcement Learning (RL). Given t…
Task-Relevant Representation Decoupling for Visual Reinforcement Learning Generalization
Jinwen Wang, Youfang Lin, Xiaobo Hu +4
Visual Reinforcement Learning (VRL) has achieved considerable success in solving control tasks. However, generalizing learned policies to new environments remains a major challenge…
Tracking Large-scale Shared Bikes with Inertial Motion Learning in GNSS Blocked Environments
Feng Liu, Kejia Li, Zhiwei Yang +5
Although Global Navigation Satellite Systems (GNSS) provide a general solution for bike tracking outdoors, there still exist complex riding environments where only inertial navigat…
Multi-Objective Submodular Maximization with Differential Privacy
Ting Hou, Yanhao Wang, Yiping Wang +3
In this paper, we study multi-objective submodular maximization (MOSM) subject to a cardinality constraint under differential privacy (DP). Specifically, we aim to select a set of…