MLSP-P34: Deep Learning Models for Signal Understanding
Poster
Wed, 6 May, 16:30 - 18:30
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-P34.1: CPTFORMER: SELF-SUPERVISED CHANGE-POINT-AWARE TRANSFORMER FRAMEWORK FOR NON-STATIONARY TIME SERIES FORECASTING
Jie Zhang, Peng Wang, Wei Wang, Fudan University, China

MLSP-P34.2: A Query-based End-to-End Transformer for Third-person Human Gaze Analysis via Joint Fine-tuning Strategy
Shengcheng Ye, Yaomin Huang, Ziyi Wang, Faming Fang, Guixu Zhang, Haichuan Song, East China Normal University, China

MLSP-P34.3: FREQKAN: FREQUENCY-DOMAIN KOLMOGOROV-ARNOLD NETWORK FOR ADAPTIVE MODULATION RECOGNITION
zhiwen zhang, Jianghe Zhai, Longlong Zhang, Yuanxi Peng, Tong Zhou, National University of Defense Technology, China

MLSP-P34.4: CBR-DETR: AN ENHANCED RT-DETR WITH MULTI-LEVEL CONTEXT FUSION AND BI-LEVEL ROUTING
Zhihan Li, Xiang Tian, Ziyang Zhang, South China University of Technology, China

MLSP-P34.5: OGRA-YOLOv8: Overlapping Gridded and Rhombus Attention for Underwater Object Detection
Huanhuan Lv, Yuanjing Luo, Songru Jiang, Yuhao Bai, Haiyang Bai, Lijun Chen, Nanjing University, China

MLSP-P34.6: Content-Aware Model Slimming for Image Super-Resolution with Large Input
Senmao Tian, Beijing Jiaotong University, China; Gangyi Hong, Tsinghua University, China; Shuyun Wang, Xin Yu, The University of Queensland, Australia; Shunli Zhang, Beijing Jiaotong University, China

MLSP-P34.7: AN ADAPTIVE SAMPLING METHOD BASED ON REINFORCEMENT LEARNING FOR WIND POWER FORECASTING UNDER EXTREME WEATHER
Ruibo Guo, Lei Liu, Mengjun Xu, Rui Yang, Hongwei Zhao, Tengyuan Liu, Bin Li, University of Science and Technology of China, China

MLSP-P34.8: BPMF: BIDIRECTIONAL PREDICTION BY MULTI-SCALE FEATURES FOR MULTIMODAL INDUSTRIAL ANOMALY DETECTION
Yupeng Zhao, Xufei Zhuang, Yuanyuan Zhi, Jie Lv, Xishuang Yang, Ningyu Zhang, Inner Mongolia University of Technology, China

MLSP-P34.9: GUI-ARP: ENHANCING GROUNDING WITH ADAPTIVE REGION PERCEPTION FOR GUI AGENTS
Xianhang Ye, Wuhan University, China; Yiqing Li, Sun Yat-sen University, China; Wei Dai, Alibaba Group, China; Miancan Liu, Sun Yat-sen University, China; Ziyuan Chen, East China Normal University, China; Zhangye Han, University of Electronic Science and Technology of China, China; Hongbo Min, Jinkui Ren, Xiantao Zhang, Alibaba Group, China; Wen Yang, Wuhan University, China; Zhi Jin, Sun Yat-sen University, China

MLSP-P34.10: FGSANet: A Frequency-Guided and Structure-Aware Framework for Robust Sheep Breed Recognition
Weijie Xie, Taipeng Gao, Ruifeng Lu, Meili Wang, Northwest A&F University, China