MLSP-P59: Explainable Machine Learning for Signal Processing III
Poster
Thu, 7 May, 14:00 - 16:00
Location: Poster Area 10
Session Type: Poster
Track: Machine Learning for Signal Processing [ML]
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MLSP-P59.1: PHOTO SHIELDING: ROBUST PROTECTION AGAINST AI MANIPULATION OF IMAGES
Amit Chaulwar, Mohammad Haseeb, Vanraj Vala, Ravi Sankar Guntur, Samsung, India

MLSP-P59.2: Explaining Face Verification Decisions with Pairwise Facial Feature Explanation
Sheng Li, Qingfeng Du, Jixian Zhang, Jiaqi Lv, Tongji University, China

MLSP-P59.3: Exploring How Audio Effects Alter Emotion with Foundation Models
Stelios Katsis, Vassilis Lyberatos, Spyridon Kantarelis, Edmund Dervakos, Giorgos Stamou, National Technical University of Athens, Greece

MLSP-P59.4: Interpretable CNN-based Enhancement for Nighttime Driving Image Perception
Huiping Su, Hongbo Gao, Xinmiao Wang, Chao Tang, Lin Zhou, University of Science and Technology of China, China

MLSP-P59.5: LEARNING CLASS SIMILARITIES FOR ENHANCED IMAGE OUT-OF-DISTRIBUTION DETECTION
Dimitrios Spanos, Nikolaos Passalis, Anastasios Tefas, Aristotle University of Thessaloniki, Greece

MLSP-P59.6: E-RRC: ENHANCED RANGE RESTRICTION CLIPPING FOR ROBUST VISION TRANSFORMERS ON EDGE DEVICES
Yun-Hao Yang, Wan-Jung Chen, Ya-Chi Peng, An-Yeu (Andy) Wu, National Taiwan University, Taiwan; Shih-Hsu Huang, Chung Yuan Christian University, Taiwan; Mladen Berekovic, University of Lübeck, Germany

MLSP-P59.7: Distribution-Aware Neural Additive Models: Robust Interpretable Deep Learning with Feature Selection
Jingyi Chen, Xuelin Zhang, Huazhong Agricultural University, China; Peipei Yuan, Jianghan University, China; Liyuan Liu, Hong Chen, Huazhong Agricultural University, China

MLSP-P59.8: Adversarial Detection via Multi-Layer Contrastive Learning and Cross-Layer Stability Analysis
Haoran Fu, Tianjin University of Technology, China; Wenhui Cheng, University of Minnesota，Twin Cities, China; Chundong Wang, TianJin Police Institute, China; Lijun Shu, Jiangxi University of Applied Science, China; Zhiyong Zhang, Tianjin University of Technology, China

MLSP-P59.9: STATE SPACE CLUSTERING FOR INTERPRETABLE FETAL HEART RATE CHARACTERIZATION
Tong Chen, Guanchao Feng, Stony Brook University, United States of America; Kurt Butler, The University of Edinburgh, United Kingdom of Great Britain and Northern Ireland; Cassandra Heiselman, Cleveland Clinic Foundation, United States of America; Petar Djuric, Stony Brook University, United States of America