Songmin Dai

Publication Activity (10 Years)

Years Active: 2018-2024
Publications (10 Years): 21

Top Topics

Facial Landmark Localization

Semantic Segmentation

Unsupervised Learning

Unsupervised Anomaly Detection

Top Venues

IET Comput. Vis.

Publications

Songmin Dai, Yifan Wu, Xiaoqiang Li, Xiangyang Xue
Generating and Reweighting Dense Contrastive Patterns for Unsupervised Anomaly Detection. AAAI (2024)
Xiaoqiang Li, Yuanchen Wu, Songmin Dai
Semi-supervised medical imaging segmentation with soft pseudo-label fusion. Appl. Intell. 53 (18) (2023)
Xichen Ye, Xiaoqiang Li, Songmin Dai, Tong Liu, Yan Sun, Weiqin Tong
Active Negative Loss Functions for Learning with Noisy Labels. NeurIPS (2023)
Songmin Dai, Yifan Wu, Xiaoqiang Li, Xiangyang Xue
Generating and Reweighting Dense Contrastive Patterns for Unsupervised Anomaly Detection. CoRR (2023)
Songmin Dai, Xiaoqiang Li, Yue Zhou, Xichen Ye, Tong Liu
GradPU: Positive-Unlabeled Learning via Gradient Penalty and Positive Upweighting. AAAI (2023)
Congcong Zhu, Xiaoqiang Li, Jide Li, Songmin Dai, Weiqin Tong
Multi-Sourced Knowledge Integration for Robust Self-Supervised Facial Landmark Tracking. IEEE Trans. Multim. 25 (2023)
Kequan Yang, Jide Li, Songmin Dai, Xiaoqiang Li
Multiscale features integration based multiple-in-single-out network for object detection. Image Vis. Comput. 135 (2023)
Yifan Wu, Songmin Dai, Dengye Pan, Xiaoqiang Li
OEST: Outlier Exposure by Simple Transformations for Out-of-Distribution Detection. ICIP (2023)
Yuanchen Wu, Xiaoqiang Li, Songmin Dai, Jide Li, Tong Liu, Shaorong Xie
Hierarchical Semantic Contrast for Weakly Supervised Semantic Segmentation. IJCAI (2023)
Congcong Zhu, Xiaoqiang Li, Jide Li, Songmin Dai, Weiqin Tong
Reasoning structural relation for occlusion-robust facial landmark localization. Pattern Recognit. 122 (2022)
Congcong Zhu, Xiaoqiang Li, Jide Li, Songmin Dai
Improving Robustness of Facial Landmark Detection by Defending against Adversarial Attacks. ICCV (2021)
Congcong Zhu, Xiaoqiang Li, Jide Li, Songmin Dai, Weiqin Tong
Reasoning Structural Relation for Occlusion-Robust Facial Landmark Localization. CoRR (2021)
Songmin Dai, Jide Li, Lu Wang, Congcong Zhu, Yifan Wu, Xiaoqiang Li
Unsupervised Learning of Multi-level Structures for Anomaly Detection. CoRR (2021)
Xiaoqiang Li, Jitao Liu, Songmin Dai
Point cloud super-resolution based on geometric constraints. IET Comput. Vis. 15 (4) (2021)
Xiaoqiang Li, Chuanwei Liu, Songmin Dai, Huichen Lian, Guangtai Ding
Scale specified single shot multibox detector. IET Comput. Vis. 14 (2) (2020)
Xiaoqiang Li, Qin He, Songmin Dai, Pin Wu, Weiqin Tong
Semi-Supervised Semantic Segmentation Constrained by Consistency Regularization. ICME (2020)
Aoru Xue, Kai Sheng, Songmin Dai, Xiaoqiang Li
Robust landmark-free head pose estimation by learning to crop and background augmentation. IET Image Process. 14 (11) (2020)
Jitao Liu, Songmin Dai, Xiaoqiang Li
PCCN: POINT Cloud Colorization Network. ICIP (2019)
Yue Sun, Songmin Dai, Jide Li, Yin Zhang, Xiaoqiang Li
Tooth-Marked Tongue Recognition Using Gradient-Weighted Class Activation Maps. Future Internet 11 (2) (2019)
Songmin Dai, Xiaoqiang Li, Lu Wang, Pin Wu, Weiqin Tong, Yimin Chen
Learning Segmentation Masks with the Independence Prior. AAAI (2019)
Songmin Dai, Xiaoqiang Li, Lu Wang, Pin Wu, Weiqin Tong, Yimin Chen
Learning Segmentation Masks with the Independence Prior. CoRR (2018)