MLSP-P16: Optimization and Training of Deep Neural Networks
Poster
Wed, 6 May, 09:00 - 11:00
Location: Poster Area 3
Session Type: Poster
Track: Machine Learning for Signal Processing [ML]
Click the to view the manuscript on IEEE Xplore Open Preview

MLSP-P16.1: RESIDUAL-ENHANCED ADAPTIVE KOOPMAN AUTOENCODER: A DEEP LATENT DYNAMICS MODEL FOR STOCK PREDICTION
Lei Liao, Yang Zhang, Jun Wang, Southwestern University of Finance and Economics, China; Jinghua Tan, Sichuan Agricultural University, China; Yinchao Liao, Southwestern University of Finance and Economics, China

MLSP-P16.2: PITH-Former: A Hierarchical Motion Prediction Framework Guided by Latent Goals and Driving Habits
Jiashun Lin, Ganjun Zheng, Xiamen University, China; Zhihui Liu, Truesight Research, China; Wenhao Wang, Zongqing Li, Songzhi Su, Xiamen University, China

MLSP-P16.3: SIMBA: DISENTANGLING GLOBAL-LOCAL AND DYNAMIC DEPENDENCIES FOR TIME SERIES FORECASTING
Limin Liu, Yiran Qian, Jun Long, Yueyi Luo, Central South University, China

MLSP-P16.4: A DEEP LEARNING-BASED APPROACH TO TRAFFIC ACCIDENT EVIDENCE EXTRACTION
MeiJu Yu, ChenKai Wang, Qi An, Inner Mongolia University, China

MLSP-P16.5: CONSENSUS, CONFLICT, AND COORDINATION: THE C3 -MKD FRAMEWORK FOR RELIABLE MULTI-TEACHER KNOWLEDGE DISTILLATION
Ke You, Yu Wang, Qinghua Hu, Tianjin University, China

MLSP-P16.6: RSCC-Diff: A Novel Generative Paradigm Empowers Differential-Loss-Guided MLLM for Remote Sensing Change Captioning
Sunzhe Yang, Junkang Zhang, Wenbin Yin, Faming Fang, Guixu Zhang, Haichuan Song, East China Normal University, China

MLSP-P16.7: GRAPH-MAMBA COLLABORATIVE LEARNING NETWORK FOR CAMOUFLAGED OBJECT DETECTION
Jingming Wang, Qing Zhang, Qiang Yu, Jiayun Wu, Shanghai Institute of Technology, China; Sheng-hua Zhong, Shenzhen University, China

MLSP-P16.8: TRAINING-FREE PROMPT COMPRESSION VIA SHALLOW-LAYER STRUCTURAL–SEMANTIC FUSION
Junhao Zhou, Peize Li, Yuqing Li, Chenxu Yang, Guoxuan Ding, Institute of Information Engineering, Chinese Academy of Sciences, China; Yang Mo, School of Statistics, University of International Business and Economics, China; Zheng Lin, Institute of Information Engineering, Chinese Academy of Sciences, China

MLSP-P16.9: UNIGEO: A UNIFIED 3D INDOOR OBJECT DETECTION FRAMEWORK INTEGRATING GEOMETRY-AWARE LEARNING AND DYNAMIC CHANNEL GATING
Xing Yi, Jinyang Huang, Feng-Qi Cui, Anyang Tong, Ruimin Wang, Liu Liu, Dan Guo, Hefei University of Technology, China

MLSP-P16.10: AGRIDOCTOR: A MULTIMODAL INTELLIGENT ASSISTANT FOR AGRICULTURE
Mingqing Zhang, Zhuoning Xu, Peijie Wang, Rongji Li, Liang Wang, Qiang Liu, Jian Xu, Xuyao Zhang, Shu Wu, Liang Wang, Institute of Automation, Chinese Academy of Sciences, China