MLSP-P44: Deep Unfolding and Model-Based Neural Networks
Poster
Thu, 7 May, 09:00 - 11:00
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-P44.1: USCTNET: A DEEP UNFOLDING NUCLEAR-NORM OPTIMIZATION SOLVER FOR PHYSICALLY CONSISTENT HSI RECONSTRUCTION
Xiaoyang Ma, Xinran Qu, Yiyang Chai, Hong Sun, China Agriculture University, China

MLSP-P44.2: Support-Conditioned Dynamic Convolution for Few-Shot Object Detection
hao ding, wei zhuo, zhiyue tang, linlin shen, shenzhen university, China

MLSP-P44.3: MAVNET: DEEP LEARNING-BASED FMCW RADAR FRAMEWORK FOR MOTION-RESILIENT VITAL SIGN MONITORING ON PYNQ SOC
Adeeba Khan, MOHD WAJID, Aligarh Muslim University, India; Hemant Kumar Meena, MNIT Jaipur, India; Abhishek Srivastava, IIIT Hyderabad, India; Omar Farooq, Aligarh Muslim University, India

MLSP-P44.4: Unified Compression via Adaptive Bits Selection and structural reparameterization
Wenfeng Yin, Gang Dong, IEIT SYSTEMS Co., Ltd., China; Dianzheng An, the First Affiliated Hospital of Shandong First Medical University, China; Binqiang Wang, IEIT SYSTEMS Co., Ltd., China

MLSP-P44.5: SD2-MAMBA: SEMANTIC-DENSITY-DRIVEN MAMBA FOR ROBUST DOMAIN GENERALIZATION UNDERWATER OBJECT DETECTION
ran chen, Yanshan Li, Shenzhen University, China; Pinhao Song, KU Leuven, Belgium; Linhui Dai, Shenzhen University, China

MLSP-P44.6: MIHT-NET: A DEEP-UNROLLED FRAMEWORK FOR SPARSE SIGNAL RECOVERY
Pagoti Reshma, Indian Institute of Petroleum and Energy, India; Pradip Sasmal, Indian Institute of Technology, Jodhpur, India; Ramunaidu Randhi, Indian Institute of Petroleum and Energy, India

MLSP-P44.7: M2DP: A MULTI-SCALE ASSOCIATION LEARNING FRAMEWORK FOR MULTI-CATEGORY DEMAND PREDICTION UNDER PUBLIC HEALTH EMERGENCIES
Xinrui Zhang, Li Lin, Kaiwen Xia, Yue Feng, Qi Zhang, Shuai Wang, Southeast University, China

MLSP-P44.8: AMGHI-CR: ADAPTIVE MASK-GUIDED HIGH-ORDER INTERACTION NETWORK FOR CLOUD REMOVAL
Yinxiang Zhang, Tao Hu, Hongbo Wang, Qingsen Yan, Northwestern Polytechnical University, China

MLSP-P44.9: BRIDGING THE FRONT-END AND BACK-END FOR ROBUST ASR VIA CROSS-ATTENTION-BASED U-NET
Tianqi Ning, Lili Yin, Liting Jiang, Yuye Hu, Ziyuan Chen, Hao Huang, Xinjiang University, China

MLSP-P44.10: Complex-Aware Semi-Supervised Modulation Recognition via Latent Adversarial Training
Xunbin Deng, Xiamen University, China; Keyan Jin, University of Coimbra, Portugal