MLSP-P13: Unsupervised and Self-Supervised Learning Methods I
Poster
Tue, 5 May, 16:30 - 18:30
Location: Poster Area 8
Session Type: Poster
Track: Machine Learning for Signal Processing [ML]
Click the to view the manuscript on IEEE Xplore Open Preview

MLSP-P13.1: CADM: Cluster-customized Adaptive Distance Metric for Categorical Data Clustering
Taixi Chen, Binghamton University, United States of America; Yiu-ming Cheung, Hong Kong Baptist University, Hong Kong; Yiqun Zhang, Guangdong University of Technology, China

MLSP-P13.2: FEDERATED IMAGE CLUSTERING WITH KNOWLEDGE INTERACTION
Feijiang Li, Jinhao Jiang, Jieting Wang, Cheng Chen, Shanxi University, China

MLSP-P13.3: Sequence-Level Unsupervised Training in Speech Recognition: A Theoretical Study
Zijian Yang, Jörg Barkoczi, RWTH Aachen University, Germany; Ralf Schlüter, Hermann Ney, RWTH Aachen University; Apptek GmbH, Germany

MLSP-P13.4: MULTI-VIEW SPECTRAL CLUSTERING WITH ADAPTIVE REGRESSION
Qianyao Qiang, Xi'an University of Posts and Telecommunications, China; Bin Zhang, Yunjia Hua, Xi'an Jiaotong University, China

MLSP-P13.5: GRAPH-GUIDED CONTRASTIVE LEARNING FOR INCOMPLETE MULTI-VIEW CLUSTERING WITH CONSISTENT GLOBAL GRAPH
Zhepeng Wang, Tsinghua University, China; Zhenghao Zhang, Tianyu Zong, University of the Chinese Academy of Sciences, China; Feng Chen, Jun Xie, Lenovo Research, China

MLSP-P13.6: TEXT-GUIDED DOMAIN ADAPTATION VIA DEEP MANIFOLD CONSTRAINTS AND NEIGHBORHOOD PROPAGATION
Jieting Wang, Yue Sun, Feijiang Li, Huimei Shi, Shanxi University, China

MLSP-P13.7: Neighborhood-Aware Self-Paced Graph Clustering for Robust Data Partitioning
Jianhao Zhu, Huanye Xie, Shanxi University, China; Yan Chen, Yuanbo Hao, Jianhua Wang, Taiyuan University of Technology, China; Liang Du, Shanxi University, China

MLSP-P13.8: GRANULAR-BALL BASED MULTI-VIEW OUTLIER DETECTION
Ning Wang, Zhiguo Hu, Shanxi University, China; Yan Chen, Taiyuan University of Technology, China; Xinye Wang, Tiangong University, China; Cheng Wang, Tongji University, China; Liang Du, Shanxi University, China

MLSP-P13.9: A NEW ADAPTIVE HYBRID REPRESENTATION METHOD FOR SINGLE-CELL DATA
Binyue Weng, Ruizhang Huang, Lina Ren, Ruina Bai, Rong Han, Hang Yang, Guizhou University, China

MLSP-P13.10: PGDiff: Prior-Consistency Guided Diffusion for Unsupervised Image Restoration under Adverse Weather Conditions
Tianhang Tang, Jie Chen, Shun Lv, Ling Lei, Yiguang Liu, Sichuan University, China