MLSP-P3: Adaptation and Trustworthy Machine Learning
Poster
Tue, 5 May, 14:00 - 16:00
Location: Poster Area 6
Session Type: Poster
Track: Machine Learning for Signal Processing [ML]
Click the to view the manuscript on IEEE Xplore Open Preview

MLSP-P3.1: Test-Time Adaptation for Speech Enhancement via Domain Invariant Embedding Transformation
Tobias Raichle, Niels Edinger, Bin Yang,

MLSP-P3.2: SUSTAIN-VLM: COORDINATED DATA AND COMPUTE FOR LOW-CARBON VISION LANGUAGE MODEL FINE-TUNING
Hassan Khan, University of Galway, Ireland; Sunbal Iftikhar, Steven Davy, Technological University Dublin, Ireland; John Breslin, University of Galway, Ireland

MLSP-P3.3: BEYOND CLEAN DATA: NOISE ROBUST DATASET PRUNING WITH FLIP-SENSITIVITY FILTERING
Chenyue Yu, National University of Singapore, Singapore; Joey Zhou, Agency for Science, Technology and Research (A*STAR), Singapore

MLSP-P3.4: CROSS-CULTURAL BIAS IN MEL-SCALE REPRESENTATIONS: EVIDENCE AND ALTERNATIVES FROM SPEECH AND MUSIC
Shivam Chauhan, Ajay Pundhir, Presight, United Arab Emirates

MLSP-P3.5: LEARNING FAIR DOMAIN ADAPTATION WITH VIRTUAL LABEL DISTRIBUTION
Yuguang Zhang, School of Artificial Intelligence, University of the Chinese Academy of Sciences; NLPR & MAIS, Institute of Automation, Chinese Academy of Sciences; China Electronics Standardization Insitute, China; Lijun Sheng, University of Science and Technology of China; NLPR & MAIS, Institute of Automation, Chinese Academy of Sciences, China; Jian Liang, Ran He, NLPR & MAIS, Institute of Automation, Chinese Academy of Sciences; School of Artificial Intelligence, University of Chinese Academy of Sciences, China

MLSP-P3.6: CLASS-INVARIANT TEST-TIME AUGMENTATION FOR DOMAIN GENERALIZATION
Zhicheng Lin, Xiaolin Wu, Southwest Jiaotong University, China; Xi Zhang, Tongji University, China

MLSP-P3.7: LOW-RESOURCE SPEECH-BASED EARLY ALZHEIMERS DETECTION VIA CROSS-LINGUAL AND FEW-SHOT TRANSFER LEARNING
Yongqi Shao, Bingxin Mei, Hong Huo, Tao Fang, Shanghai Jiao Tong University, China

MLSP-P3.8: SIGNED GRAPH UNLEARNING
Zhifei Luo, Lin Li, Wuhan University of Technology, China; Xiaohui Tao, Kaize Shi, University of Southern Queensland, Australia

MLSP-P3.9: Homomorphic Convolution Reimagined: Eliminating Rotation Bottlenecks for Practical Privacy-Preserving CNN Inference
Chenglong Li, Shandong University, China; Xirong Ma, University of Wollongong, Australia; Dongrui Fan, Shandong University, China; Yunting Tao, Yan Song, Fudan University, China; Fanyu Kong, Fengyu Wang, Shandong University, China

MLSP-P3.10: DFF-CGT: Frequency-Domain Feature Fusion with Class-Guided Thresholding for UniSSDA
Zixiao Zhou, Yue Ma, Zhixi Feng, Xidian University, China