| Generalized video anomaly event detection: Systematic taxonomy and comparison of deep models Y Liu, D Yang, Y Wang, J Liu, J Liu, A Boukerche, P Sun, L Song ACM Computing Surveys 56 (7), 1-38, 2024 | 74 | 2024 |
| Appearance-motion united auto-encoder framework for video anomaly detection Y Liu, J Liu, J Lin, M Zhao, L Song IEEE Transactions on Circuits and Systems II: Express Briefs 69 (5), 2498-2502, 2022 | 65 | 2022 |
| Emotion recognition for multiple context awareness D Yang, S Huang, S Wang, Y Liu, P Zhai, L Su, M Li, L Zhang European conference on computer vision, 144-162, 2022 | 60 | 2022 |
| Collaborative normality learning framework for weakly supervised video anomaly detection Y Liu, J Liu, M Zhao, S Li, L Song IEEE Transactions on Circuits and Systems II: Express Briefs 69 (5), 2508-2512, 2022 | 55 | 2022 |
| Learning appearance-motion normality for video anomaly detection Y Liu, J Liu, M Zhao, D Yang, X Zhu, L Song 2022 IEEE International Conference on Multimedia and Expo (ICME), 1-6, 2022 | 50 | 2022 |
| Spatio-temporal domain awareness for multi-agent collaborative perception K Yang, D Yang, J Zhang, M Li, Y Liu, J Liu, H Wang, P Sun, L Song Proceedings of the IEEE/CVF International Conference on Computer Vision …, 2023 | 48 | 2023 |
| AMP-Net: Appearance-Motion Prototype Network Assisted Automatic Video Anomaly Detection System Y Liu, J Liu, K Yang, B Ju, S Liu, Y Wang, D Yang, P Sun, L Song IEEE Transactions on Industrial Informatics, 2023 | 47 | 2023 |
| Target and source modality co-reinforcement for emotion understanding from asynchronous multimodal sequences D Yang, Y Liu, C Huang, M Li, X Zhao, Y Wang, K Yang, Y Wang, P Zhai, ... Knowledge-Based Systems 265, 110370, 2023 | 45 | 2023 |
| Contextual and cross-modal interaction for multi-modal speech emotion recognition D Yang, S Huang, Y Liu, L Zhang IEEE Signal Processing Letters 29, 2093-2097, 2022 | 45 | 2022 |
| AIDE: A Vision-Driven Multi-View, Multi-Modal, Multi-Tasking Dataset for Assistive Driving Perception D Yang, S Huang, Z Xu, Z Li, S Wang, M Li, Y Wang, Y Liu, K Yang, ... Proceedings of the IEEE/CVF International Conference on Computer Vision …, 2023 | 41 | 2023 |
| DSDCLA: Driving style detection via hybrid CNN-LSTM with multi-level attention fusion J Liu, Y Liu, D Li, H Wang, X Huang, L Song Applied Intelligence 53 (16), 19237-19254, 2023 | 38 | 2023 |
| Learning task-specific representation for video anomaly detection with spatial-temporal attention Y Liu, J Liu, X Zhu, D Wei, X Huang, L Song ICASSP 2022-2022 IEEE International Conference on Acoustics, Speech and …, 2022 | 37 | 2022 |
| MSAF: Multimodal supervise-attention enhanced fusion for video anomaly detection D Wei, Y Liu, X Zhu, J Liu, X Zeng IEEE Signal Processing Letters 29, 2178-2182, 2022 | 28 | 2022 |
| Look, listen and pay more attention: Fusing multi-modal information for video violence detection DL Wei, CG Liu, Y Liu, J Liu, XG Zhu, XH Zeng ICASSP 2022-2022 IEEE International Conference on Acoustics, Speech and …, 2022 | 27 | 2022 |
| Learning Causality-inspired Representation Consistency for Video Anomaly Detection Y Liu, Z Xia, M Zhao, D Wei, Y Wang, L Siao, B Ju, G Fang, J Liu, L Song Proceedings of the 31st ACM International Conference on Multimedia, 203-212, 2023 | 25 | 2023 |
| Improving Generalization in Visual Reinforcement Learning via Conflict-aware Gradient Agreement Augmentation S Liu, Z Chen, Y Liu, Y Wang, D Yang, Z Zhao, Z Zhou, X Yi, W Li, ... Proceedings of the IEEE/CVF International Conference on Computer Vision …, 2023 | 22 | 2023 |
| Adversarial contrastive distillation with adaptive denoising Y Wang, Z Chen, D Yang, Y Liu, S Liu, W Zhang, L Qi ICASSP 2023-2023 IEEE International Conference on Acoustics, Speech and …, 2023 | 22 | 2023 |
| Distributional and spatial-temporal robust representation learning for transportation activity recognition J Liu, Y Liu, W Zhu, X Zhu, L Song Pattern Recognition 140, 109568, 2023 | 21 | 2023 |
| Adaptive weighted losses with distribution approximation for efficient consistency-based semi-supervised learning D Li, Y Liu, L Song IEEE Transactions on Circuits and Systems for Video Technology 32 (11), 7832 …, 2022 | 16 | 2022 |
| LGN-Net: Local-Global Normality Network for Video Anomaly Detection M Zhao, X Zeng, Y Liu, J Liu, D Li, X Hu, C Pang arXiv preprint arXiv:2211.07454, 2022 | 14 | 2022 |
Jing LiuUniversity of British Columbia / Fudan UniversityVerified email at ece.ubc.ca
