MLSP-P56.4

MM-NO: Learning Physical Operators from Heterogeneous Data via Cross-Modal Attention Fusion

Nuoya Liu, University of Pittsburgh, United States of America; Jiaming Chu, Xilin Yan, Yuqi Li, Institute of Computing Technology Chinese Academy of Sciences, China; Szu-Yu Chen, Stevens Institute of Technology, United States of America; Zeyu Dong, Chuanguang Yang, Institute of Computing Technology Chinese Academy of Sciences, China
Session:
MLSP-P56: Advanced Neural Architectures for Signal and Vision Processing Poster
Track:
Machine Learning for Signal Processing [ML]
Location:
Poster Area 7
Presentation Time:
Thu, 7 May, 14:00 - 16:00
Presentation
Discussion
Resources
No resources available.
Session MLSP-P56
MLSP-P56.1: ASRC-SNN: ADAPTIVE SKIP RECURRENT CONNECTION SPIKING NEURAL NETWORK
Shang Xu, Jiayu Zhang, Ziming Wang, Runhao Jiang, Zhejiang University, China; Rui Yan, Zhejiang University of Technology, China; Huajin Tang, Zhejiang University, China
MLSP-P56.2: DES: A MULTI-STAGE FRAMEWORK FOR ACCURATE FABRIC PRINTED PATTERN SEGMENTATION
Yicheng Xia, Rong Pan, Min Dang, Zihao Li, Jingqi Zhao, Gang Liu, Xidian University, China
MLSP-P56.3: MASK-FREE THANGKA RESTORATION VIA RETRIEVAL-GUIDED DIFFUSION WITH SEMANTIC AND STRUCTURAL ALIGNMENT
yukai xian, Te Shen, yunjie xiang, Yurui Lee, Dingguo Gao, Tibet University, China
MLSP-P56.4: MM-NO: Learning Physical Operators from Heterogeneous Data via Cross-Modal Attention Fusion
Nuoya Liu, University of Pittsburgh, United States of America; Jiaming Chu, Xilin Yan, Yuqi Li, Institute of Computing Technology Chinese Academy of Sciences, China; Szu-Yu Chen, Stevens Institute of Technology, United States of America; Zeyu Dong, Chuanguang Yang, Institute of Computing Technology Chinese Academy of Sciences, China
MLSP-P56.5: A MODIFIED YOLO WITH DUAL-BRANCH ATTENTION FOR HIGH-ACCURACY DETECTION OF CORN SEEDLINGS IN UAV IMAGES
Haiqing Gou, Di Su, Guangxi Normal University, China; Jianjun Du, Beijing Academy of Agriculture and Forestry Sciences, China; Xiaoze Jia, Yanyan Su, Yiyang Li, Shengze Yang, Shenglian Lu, Guangxi Normal University, China
MLSP-P56.6: VISION KAN: TOWARDS AN ATTENTION-FREE BACKBONE FOR VISION WITH KOLMOGOROV-ARNOLD NETWORKS
Zhuoqin Yang, Jiansong Zhang, Xiaoling Luo, Xu Wu, Shenzhen University, China; Zheng Lu, University of Nottingham Ningbo China, China; Linlin Shen, Shenzhen University, China
MLSP-P56.7: The Stability-Plasticity Dilemma Revisited: A Brain-Inspired Continual Learning Method with Representation-Function Separation
Yuyang Han, Beijing Normal University, China; Ziyu Li, Beijing Institute of Technology, China; Zhiying Long, Beijing Normal University, China; Xia Wu, Beijing Institute of Technology, China
MLSP-P56.8: Channel, Trend and Periodic-Wise Representation Learning for Multivariate Long-term Time Series Forecasting
Zhangyao Song, Nanqing Jiang, Miaohong He, Xiaoyu Zhao, Tao Guo, Southeast University, China
MLSP-P56.9: LLM-GUIDED SAM FOR LEFT VENTRICLE SEGMENTATION AND FUNCTIONAL ANALYSIS IN ECHOCARDIOGRAPHY
Xiaokang Deng, Yu Lu, Wei Zhang, Xianghua Fu, Shenzhen Technology University, China
MLSP-P56.10: Directly Trained Spiking Neural Networks with Adaptive Phase Coding
Huaxu He, Guangdong Institute of Intelligence Science and Technology， Henan University, China; Zhixing Hou, Mingkun Xu, Yongsheng Huang, Guangdong Institute of Intelligence Science and Technology, China; Yang Liu, Henan University, China; Chio-In IEONG, Guangdong Institute of Intelligence Science and Technology, China
Contacts