MLSP-P5: Supervised and Semi-Supervised Learning Methods II
Poster
Tue, 5 May, 14:00 - 16:00
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-P5.1: MoE-AMC: Enhancing Automatic Modulation Classification Using Mixture-of-Experts
Jiaxin Gao, Qinglong Cao, Shanghai Jiao Tong University, China; Yuntian Chen, Eastern Institute of Technology, Ningbo, China

MLSP-P5.2: LEVERAGING LABEL PROPORTION PRIOR FOR CLASS-IMBALANCED SEMI-SUPERVISED LEARNING
Kohki Akiba, Shinnosuke Matsuo, Shota Harada, Ryoma Bise, Kyushu University, Japan

MLSP-P5.3: Learnable Mel-frontend for Robust Underwater Acoustic Target Detection under Non-Target Interference
Lu Chen, Southeast University; National University of Singapore, China; Xinwei Luo, Southeast University, China; Kenji Kawaguchi, National University of Singapore, Singapore; Hanlu Zhou, Southeast University, China

MLSP-P5.4: Deco3D: Decoupled Semantic and Geometric Learning for Sparse Supervision in 3D Object Detection
Yubo Ai, Xujing Tao, Lifan Wu, Tianzhu Zhang, University of Science and Technology of China, China

MLSP-P5.5: MDBoost: A Multi-Dimensional Reweighting Framework for Robust Gradient Boosting
Runxin Zhang, guanxiong He, Jie Wang, Rong Wang, Zheng Wang, Feiping Nie, Northwestern Polytechnical University, Xian 710072, P.R. China, China

MLSP-P5.6: Exploring the Existence of Over-Squashing in Directed Networks
Kejia Zhu, Minglai Shao, Wenjun Wang, Yueheng Sun, Tianjin University, China

MLSP-P5.7: ClearGCD: Mitigating Shortcut Learning For Robust Generalized Category Discovery
Kailin Lyu, Jianwei He, Long Xiao, Jianing Zeng, Institute of Automation, Chinese Academy of Sciences, China; Liang Fan, Loughborough University, United Kingdom of Great Britain and Northern Ireland; Lin Shu, Jie Hao, Institute of Automation, Chinese Academy of Sciences, China

MLSP-P5.8: SEMANTIC-AWARE 3D SCENE DECOMPOSITION USING SUPERQUADRICS
Siqi Liu, Cewu Lu, Shanghai Jiao Tong University, China

MLSP-P5.9: LATENT VARIABLE ESTIMATION VIA KERNEL AND GRAPH FOR GAUSSIAN PROCESS REGRESSION
Xiaoyu Miao, JiangSu Shipping College, China; Ning Xu, Aimin Jiang, Hohai University, China; Xu Sun, JiangSu Shipping College, China; Xintong Shi, Hohai University, China; Xuefen Kan, Jiejia Wang, JiangSu Shipping College, China

MLSP-P5.10: LGFNet: Local Correlation and Global Context Fusion for Multivariate Time Series Forecasting
Jiyanglin Li, Guizhou University of Finance and Economics, China; Heming Du, The University of Queensland, Australia; Yiming Tang, Shanghai Lixin University of Accounting and Finance, China; Jinhong You, Shanghai University of Finance and Economics, China; Shouguo Du, Shanghai Municipal Big Data Center, China; Wenjun Yu, Wen Li, Shanghai University of International Business and Economics, China