MLSP-P26: Representation Learning for Multimodal Signals
Poster
Wed, 6 May, 14:00 - 16:00
Location: Poster Area 4
Session Type: Poster
Track: Machine Learning for Signal Processing [ML]
Click the to view the manuscript on IEEE Xplore Open Preview

MLSP-P26.1: CARE: Multi-Task Pretraining for Latent Continuous Action Representation in Robot Control
Jiaqi Shi, University of Science and Technology of China, China; Xulong Zhang, Xiaoyang Qu, Jianzong Wang, Ping An Technology (Shenzhen) Co.,Ltd., China

MLSP-P26.2: LiDAR-based Human Activity Recognition through Laplacian Spectral Analysis
Sasan Sharifipour, Constantino Alvarez Casado, Le Nguyen, Tharindu Ekanayake, Manuel Lage Cañellas, Nhi Nguyen, Miguel Bordallo López, University of Oulu, Finland

MLSP-P26.3: K-FUNCTION: JOINT PRONUNCIATION TRANSCRIPTION AND FEEDBACK FOR EVALUATING KIDS LANGUAGE FUNCTION
Shuhe Li, Chenxu Guo, Zhejiang University, China; Jiachen Lian, Cheol Jun Cho, UC Berkeley, United States of America; Wenshuo Zhao, Xiner Xu, Ruiyu Jin, Zhejiang University, China; Xiaoyu Shi, Independent Researcher, United States of America; Xuanru Zhou, UC Berkeley Assistant, United States of America; Dingkun Zhou, South China University of Technology, China; Sam Wang, Grance Wang, UC Berkeley, United States of America; Jingze Yang, Jingyi Xu, Ruohan Bao, Zhejiang University, China; Xingrui Chen, Tarbut V'Torah Community Day School, United States of America; Elise Brenner, Brandon In, Francesca Pei, Maria Luisa Gorno-Tempini, UCSF, United States of America; Gopala Anumanchipalli, UC Berkeley, United States of America

MLSP-P26.4: Improving Representation Learning for Long-tailed Visual Recognition
Yufei Peng, Yiu-ming Cheung, Hong Kong Baptist University, Hong Kong

MLSP-P26.5: FWF-NET: A LEARNABLE FOURIER-WAVELET FUSION NETWORK FOR PDE OPERATOR LEARNING
Xiaofeng Meng, Fudan University, China; Minhao Zou, Peking University, China; Zhongxue Gan, Siyang Leng, Fudan University, China

MLSP-P26.6: RANKNB: RANKING-AWARE DIRECT PREFERENCE OPTIMIZATION FOR ALIGNMENT OF A NANOBODY DIFFUSION MODEL
Yikai Wu, Fudan University, China; Dezhi Wu, Jia Shu, Shanghai Jiao Tong University, China; Stephanie M Linker, Karin Hrovatin, Mathias Winkel, Feng Tan, Merck KGaA, Germany

MLSP-P26.7: DEOPT: SYNERGIZING LARGE LANGUAGE MODELS AND DIFFERENTIAL EVOLUTION FOR JOIN ORDER OPTIMIZATION
Qiuhong Zhang, Jianwen Yang, Yurong Wu, Xinrun Xu, Institute of Software, Chinese Academy of Sciences;University of Chinese Academy of Sciences, China; Shuo Zhang, Zhiming Ding, Institute of Software, Chinese Academy of Sciences, China

MLSP-P26.8: MARCO-VOICE: A UNIFIED FRAMEWORK FOR EXPRESSIVE SPEECH SYNTHESIS WITH VOICE CLONING
Fengping Tian, Peng Bai, Xuanfan Ni, Haoqin Sun, Qingjuan Li, Zhiqiang Qian, Chenyang Lyu, Haijun Li, Longyue Wang, Zhao Xu, Weihua Luo, Kaifu Zhang, Alibaba International Digital Commerce, China

MLSP-P26.9: Learning Fill-in Reduction Ordering via Graph Policy Optimization for Sparse Matrices
Ziwei Li, Institute of Software, Chinese Academy of Sciences; University of Chinese Academy of Sciences, China; Shuzi Niu, Huiyuan Li, Tao Yuan, Wenjia Wu, Institute of Software, Chinese Academy of Sciences, China

MLSP-P26.10: ASTCA: A NOVEL MOTION PREDICTION FRAMEWORK FOR ROBUST TARGET TRACKING ADDRESSING HIGH MANEUVERABILITY AND FALSE ALARMS
Yue Li, Benzhou Jin, Nanjing University of Aeronautics and Astronautics, China; Yingyan Gu, Jiangsu Automation Research Institute, China; Anzhou Liang, Qihui Wu, Nanjing University of Aeronautics and Astronautics, China