MLSP-P31: Explainable Machine Learning for Signal Processing II
Poster
Wed, 6 May, 14:00 - 16:00
Location: Poster Area 9
Session Type: Poster
Track: Machine Learning for Signal Processing [ML]
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MLSP-P31.1: GLORIA: GATED LOW-RANK INTERPRETABLE ADAPTATION FOR DIALECTAL ASR

Pouya Mehralian, KU Leuven, Belgium; Melissa Farasyn, Anne Breitbarth, Anne-Sophie Ghyselen, Ghent University, Belgium; Hugo Van hamme, KU Leuven, Belgium

MLSP-P31.2: Parameter Localization and Relearning for Safety Disalignment in Large Language Models

Yi Zhou, South China University of Technology, China; Wenpeng Xing, Changting Lin, Dezhang Kong, Binjiang Institute of Zhejiang University, China; Chunqiang Hu, Chongqing University, China; Meng Han, Binjiang Institute of Zhejiang University, China

MLSP-P31.3: Understanding the Improvement in Model Quantization

Boyang Zhang, Institute of Computing Technology, University of Chinese Academy of Sciences and Pengcheng Laboratory, China; Daning Cheng, Yunquan Zhang, Institute of Computing Technology, China; Wenguang Chen, Tsinghua University, China

MLSP-P31.4: COFE: A FRAMEWORK GENERATING COUNTERFACTUAL ECG FOR EXPLAINABLE CARDIAC AI-DIAGNOSTICS

Jong-Hwan Jang, Junho Song, Yong-Yeon Jo, MedicalAI Co., Ltd., Korea, Republic of

MLSP-P31.5: A TEXT-TO-TEXT ALIGNMENT ALGORITHM FOR BETTER EVALUATION OF MODERN SPEECH RECOGNITION SYSTEMS

Lasse Borgholt, Jakob Havtorn, Corti, Denmark; Christian Igel, University of Copenhagen, Denmark; Lars Maaløe, Corti, Denmark; Zheng-Hua Tan, Aalborg University, Denmark

MLSP-P31.6: CONCEPT ACTIVATION VECTORS: A UNIFYING VIEW AND ADVERSARIAL ATTACKS

Ekkehard Schnoor, Aalto University, Finland; Malik Tiomoko, Huawei Technologies, France; Jawher Said, Fraunhofer Heinrich Hertz Institute HHI, Germany; Alexander Jung, Aalto University, Finland; Wojciech Samek, Fraunhofer Heinrich Hertz Institute HHI, Germany

MLSP-P31.7: FAO-FORMER: LEARNING DISENTANGLED SEMANTIC REPRESENTATIONS WITH FREQUENCY-AWARE ORTHOGONAL TRANSFORMER

Kun Yang, Southwest University, China; Zhizhong Niu, Guizhou University of Commerce, China; Mingchen Deng, Ziyao Tang, Guoqiang Xiao, Southwest University, China

MLSP-P31.8: LLMEKEREC: EXPLAINABLE RECOMMENDATION VIA KNOWLEDGE GRAPH PATH REASONING WITH LLMS

Yachao Cui, Yuli Liu, Zheng-Jun Du, Dong Li, Qinghai University, China

MLSP-P31.9: INVESTIGATING MODALITY CONTRIBUTION IN AUDIO LLMS FOR MUSIC

Giovana Morais, Magdalena Fuentes, New York University, United States of America

MLSP-P31.10: IDENTIFYING CRITICAL STATES VIA ACTION CONSENSUS

Shi Peng, East China Normal University, China; Si Liu, ETH Zurich, Switzerland; Peixin Wang, Dapeng Zhi, Min Zhang, East China Normal University, China