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MLSP 2025: all accepted papers

143 papers · page 1 of 2 · the most cited first · ← MLSP 2025

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  1. The Sampling-Assisted Pathloss Radio Map Prediction CompetitionÇağkan Yapar, Stefanos Bakirtzis, Andra Lutu et al.7 citations
  2. Few-Shot Radar Signal Recognition Through Self-Supervised Learning and Radio Frequency Domain AdaptationZi Huang, Simon Denman, Akila Pemasiri et al.6 citations
  3. Neural-Anova: Analytical Model Decomposition Using Automatic IntegrationSteffen Limmer, Steffen Udluft, Clemens Otte4 citations
  4. Re-Bottleneck: Latent Re-Structuring for Neural Audio AutoencodersDimitrios Bralios, Jonah Casebeer, Paris Smaragdis4 citations
  5. Shapley-Based Data Valuation with Mutual Information: A Key to Modified K-Nearest NeighborsMohammad Ali Vahedifar, Azim Akhtarshenas, Mohammad M. RafatPanah et al.4 citations
  6. Bridging Discrete and Continuous: A Multimodal Strategy for Complex Emotion DetectionJiehui Jia, Huan Zhang, Jinhua Liang3 citations
  7. Diffusion-Based Connectionist Temporal ClassificationJen‐Tzung Chien, Chia-Kai Yeh3 citations
  8. Efficient Indoor Radio Map Prediction with Improved Transformers and Active Sampling StrategiesZhihao Zheng, Limin Xiao, Ming Zhao et al.3 citations
  9. Efficient License Plate Recognition via Pseudo-Labeled Supervision with Grounding DINO and YOLOv8Zahra Ebrahimi Vargoorani, Amir Mohammad Ghoreyshi, Ching Y. Suen3 citations
  10. Radio Map Prediction via Neural Networks with Ground Truth Shortcuts and Selective SamplingMengfan Wu, Marco Skocaj, Mate Boban3 citations
  11. U-Net Based Indoor Radio Map Prediction Under Sparse SamplingTianxiang Xing, Leyi Zou, Tejas Bharadwaj et al.3 citations
  12. AudioMAE++: Learning Better Masked Audio Representations with Swiglu FFNSSarthak Yadav, Sergios Theodoridis, Zheng‐Hua Tan2 citations
  13. Colflor: Towards Bert-Size Vision-Language Document Retrieval ModelsAhmed Masry, Enamul Hoque2 citations
  14. Compression Beyond Pixels: Semantic Compression with Multimodal Foundation ModelsRuiqi Shen, Haotian Wu, Wenjing Zhang et al.2 citations
  15. Embedded Inter-Subject Variability in Adversarial Learning for Inertial Sensor-Based Human Activity RecognitionFrancisco M. Calatrava-Nicolás, S. Miyauchi, Vítor Fortes Rey et al.2 citations
  16. IRM-Net: An Enhanced Attention Networks for Indoor Radio Map EstimationQi Chen, Haidong Tan, Jingjing Yang et al.2 citations
  17. Multi-Agent Interactive Question Generation Framework for Long Document UnderstandingKesen Wang, Daulet Toibazar, Abdulrahman Alfulayt et al.2 citations
  18. Post-Training Quantization for Vision Mamba with K-Scaled Quantization and ReparameterizationBo-Yun Shi, Yi-Cheng Lo, An-Yeu Andy Wu et al.2 citations
  19. Robust Imputation SwinLSTM for Spectrum Map Prediction of Incomplete DataHaikuo Xu, Jie Li, Qihui Wu et al.2 citations
  20. Saipp-Net: A Sampling-Assisted Indoor Pathloss Prediction Method for Wireless Communication SystemsBin Feng, Meng Zheng, Wei Ge Liang et al.2 citations
  21. Semantic Chunking and Chain-Of-Thought Reasoning for Rag-Based Document ProcessingYiğit Ateş, Alperen Sayar, İbrahim Umut Bozlar et al.2 citations
  22. Signal Prediction for Loss Mitigation in Tactile Internet: a Leader-Follower Game-Theoretic ApproachMohammad Ali Vahedifar, Qi Zhang2 citations
  23. Strokevision-Bench: A Multimodal Video and 2D Pose Benchmark for Tracking Stroke RecoveryDavid Robinson, Animesh Gupta, Rizwan Qureshi et al.2 citations
  24. U-Net for Indoor Pathloss Prediction from Sparse Measurements with Physics-Based FeaturesKhoren Petrosyan, Rafayel Mkrtchyan, Hrant Khachatrian et al.2 citations
  25. ABSOLUTENET: A Deep Learning Neural Network to Classify Cerebral Hemodynamic Responses of Auditory ProcessingBehtom Adeli, John McLinden, Pankaj Pandey et al.1 citation
  26. Attention and Edge-Aware Band Selection for Efficient Hyperspectral Classification of Burned VegetationMahmad Isaq Karankot, Bradley M. Whitaker, Xiaobing Zhou et al.1 citation
  27. Compressed and Lightweight CNN for Real-Time Parkinson's Tremor Detection from Wearable IMU DataEge Ozkoc, Tobias Sebastian Zech, Norman Pfeiffer et al.1 citation
  28. Deep Learning for Fine-Grained Classification of Montelupo Majolica: Benchmarking and ExplainabilityFederica Mauro, Franco Cicirelli, Gabriele Gattiglia et al.1 citation
  29. Dfa-Con: A Contrastive Learning Approach for Detecting Copyright Infringement in Deepfake ArtHaroon Wahab, Hassan Ugail, Irfan Mehmood1 citation
  30. Does Language Matter for Early Detection of Parkinson's Disease from Speech?Peter Plantinga, Briac Cordelle, Dominique Louër et al.1 citation
  31. From Aesthetics to Human Preferences: Comparative Perspectives of Evaluating Text-to-Music SystemsHuan Zhang, Jinhua Liang, Huy Phan et al.1 citation
  32. HESS-MC 2 : Sequential Monte Carlo Squared Using Hessian Information and Second Order ProposalsJoshua Murphy, Conor Rosato, Andrew Millard et al.1 citation
  33. Input Conditioned Layer Dropping in Speech Foundation ModelsMohammad Abdul Hannan, Daniele Falavigna, Alessio Brutti1 citation
  34. Interpretability of Riemannian Tools Used in Brain Computer InterfacesThibault de Surrel, Tristan Venot, Marie‐Constance Corsi et al.1 citation
  35. LANM: Learned Atomic Norm Minimization for Superfast Gridless Spectral Compressed SensingZai Yang, Zhuoli Zhang, Wenlong Wang et al.1 citation
  36. Learning Rate Should Scale Inversely with High-Order Data Moments in High-Dimensional Online Independent Component AnalysisM. Oğuzhan Gültekin, Samet Demir, Zafer Doğan1 citation
  37. Meta-Tree: Bayesian Approach to Avoid Overfitting in Decision Trees and Analysis on the Application to BoostingNaoki Ichijo, Toshiyasu Matsushima1 citation
  38. Online Gaussian Process for Dynamic Radio Map UpdatingYuanyuan Deng, Bo Zhou, Fangjie Li et al.1 citation
  39. Ptychographic Image Reconstruction from Limited Data via Score-Based Diffusion Models with Physics-GuidanceRefik Mert Çam, Junjing Deng, Rajkumar Kettimuthu et al.1 citation
  40. RSR-NF: Neural Field Regularization by Static Restoration Priors for Computed Dynamic ImagingBerk Iskender, Yoram Bresler, Sushan Nakarmi et al.1 citation
  41. Radiotrace: Bridging Diffusion Priors and RSS Measurements for Accurate Radio Map EstimationLiu Yang, Qiang Li, Zhuo Cao et al.1 citation
  42. SAGE: Spliced-Audio Generated Data for Enhancing Foundational Models in Low-Resource Arabic-English Code-Switched Speech RecognitionMuhammad Umar Farooq, Óscar Saz1 citation · our summary
  43. SVD Based Least Squares for X-Ray Pneumonia Classification Using Deep FeaturesMete Erdogan, Sebnem Demirtas1 citation
  44. Self-Supervised Learning at the Edge: The Cost of LabelingRoberto Pereira, Fernanda Famá, Asal Rangrazi et al.1 citation
  45. Solving Jigsaw Puzzles in the Wild: Human-Guided Reconstruction of Cultural Heritage FragmentsOmidreza Safaei, Sinem Aslan, Sebastiano Vascon et al.1 citation
  46. Sparse-Guided RadioUNet with Adaptive Sampling for the MLSP 2025 Sampling-Assisted Pathloss Radio Map Prediction Data CompetitionRyoichi Kojima, Satoshi Ito, Tatsuya Nagao et al.1 citation
  47. Tackling Distribution Shift in LLM via KILO: Knowledge-Instructed Learning for Continual AdaptationLing Muttakhiroh, Thomas Fevens1 citation
  48. The Cow of Rembrandt Analyzing Artistic Prompt Interpretation in Text-to-Image ModelsAlfio Ferrara, Sergio Picascia, Elisabetta Rocchetti1 citation
  49. Tiny Noise-Robust Voice Activity Detector for Voice AssistantsHamed Jafarzadeh Asl, Mahsa Ghazvini Nejad, Amin Edraki et al.1 citation
  50. Uniphynet: a Unified Network for Multimodal Physiological Raw Signal ClassificationRenxiang Qiu, Raghavendra Selvan1 citation
  51. prNet: Efficient and Robust Phase Retrieval via Stochastic RefinementMehmet Onurcan Kaya, Figen S. Öktem1 citation
  52. 3D Face Morph Generation Using Geometry-Aware Template InversionHatef Otroshi Shahreza, Laurent Colbois, Sébastien Marcel
  53. APA: Domain Generalization Using Frequency Based AugmentationSina Salehnia, Öznur Taştan, Erchan Aptoula
  54. Adaptable Non-Parametric Approach for Speech-Based Symptom Assessment: Isolating Private Medical Data in a Retrieval DatastoreYu-Wen Chen, Julia Hirschberg
  55. An Alternating Algorithm for Neural Collapse in Deep Classifier Neural Network with Arbitrary Number of ClassesRebero Musana Mayoelton, Thuan Nguyen, Thinh Nguyen
  56. An Analysis of Associations Between Maternal Vocalizations and Infant Stress Recovery Using Speech Emotion Recognition ModelsAlara Tin, Mark Hasegawa‐Johnson
  57. Assessing the Capabilities of Large Brainwave Foundation ModelsNa Lee, Stylianos Bakas, Konstantinos Barmpas et al.
  58. Asymptotic Study of in-Context Learning with Random Transformers Through Equivalent ModelsSamet Demir, Zafer Doğan
  59. Audio Prototypical Network for Controllable Music RecommendationFırat Öncel, Emiliano Penaloza, Haolun Wu et al.
  60. Automated Pronunciation Scoring of Child L2 Learners with Score Calibration for Imbalanced DistributionsYuuki Tachioka
  61. Backdoor Inversion in Neural-Activation SpaceGuangmingmei Yang, Xi Li, Hang Wang et al.
  62. Benchmarking Transfer Learning in Passive Sonar: An Evaluation StudyFelix Ingham, Richard Culwick, Duncan P. Williams et al.
  63. Benefits of Online Tilted Empirical Risk Minimization: A Case Study of Outlier Detection and Robust RegressionYiğit Yıldırım, Samet Demir, Zafer Doğan
  64. Child Speech Assessment Through Large Language Model Speech Synthesis: Preliminary ResultsXinwei Cao, Zijian Fan, Torbjørn Karl Svendsen et al.
  65. Classification Filteringİlker Bayram
  66. Closing the Gap in Multimodal Medical Representation AlignmentEleonora Grassucci, Giordano Cicchetti, Danilo Comminiello
  67. CollabPersona: A Framework for Collaborative Decision Analysis in Persona Driven LLM-Based Multi-Agent SystemsOnat Arda Tamer, Abdurrahman Gümüş
  68. Comparison of End-to-End Speech Assessment Models for the NOCASA 2025 ChallengeAleksei Žavoronkov, Tanel Alumäe
  69. Continuous-Time Signal Decomposition: An Implicit Neural Generalization of PCA and ICAShayan K. Azmoodeh, Krishna Subramani, Paris Smaragdis
  70. Contrastive Disentanglement Learning for Empathetic GenerationJen‐Tzung Chien, Ho–Jhong Liu
  71. Convolutional Spiking-Based GRU Cell for Spatio-Temporal DataYesmine Abdennadher, Eleonora Cicciarella, Michele Rossi
  72. Coordinate Ascent Neural Kalman-MLE for State EstimationBettina Hanlon, Ángel F. García‐Fernández
  73. Cycle-Consistent Diffusion Model With Vessel-Aware Attention for Endoscopic Image TranslationMeryem Amaouche, Ouassim Karrakchou, Mounir Ghogho et al.
  74. DDL: A Dataset for Drone Detection and Localization From Multi-Channel Audio and a Deep Uncertainty-Aware FrameworkSaeid Safavi, Özkan ÇAYLI, Mohammad Amin Safavi et al.
  75. DECIFRA: Deep Extraction of Causally Informed Features via Restricted ArchitecturePavel Popov, Cristian Morasso, Giorgio Dolci et al.
  76. Data Aware Differentiable Neural Architecture Search for Tiny Keyword Spotting ApplicationsYujia Shi, Emil Njor, Pablo Martínez-Nuevo et al.
  77. Deep Learning Based Polyculture Structural PhenotypingArif Yılmaz, Yavuzhan Erdem, H. Işıl Bozma
  78. Deep Learning of Mesoscale Cortical Dynamics for Real-Time Classification of Forelimb Movement in MiceClément Picard, Anton A. Dogadov, Daniel E. Shulz et al.
  79. Demem: Privacy-Enhanced Robust Adversarial Learning via De-MemorizationXiaoyu Luo, Qiongxiu Li
  80. EMORF-II: Adaptive Em-Based Outlier-Robust Filtering with Correlated Measurement NoiseArslan Majal, Aamir Hussain Chughtai, Muhammad Tahir
  81. Efficient Algorithms for Estimating the Parameters of Mixed Linear Regression ModelsBabak Barazandeh, Ali Ghafelebashi, Meisam Razaviyayn et al.
  82. Efficient Algorithms for the Hadamard DecompositionSamuel Wertz, Arnaud Vandaele, Nicolas Gillis
  83. Efficient Mouth Alignment for Visual Speech RecognitionZhe Niu, Brian Kan-Wing Mak
  84. Efficient Representation Learning for Music Via Likelihood Factorisation of a Variational AutoencoderNingzhi Wang, Daniel Stoller, Simon Dixon
  85. Energy-Information Trade-Off in Self-Directed Channel MemristorsWaleed El–Geresy, Dániel Hajtó, György Cserey et al.
  86. Enhanced Arabic Text Retrieval with Attentive Relevance ScoringSalah Eddine Bekhouche, Azeddine Benlamoudi, Yazid Bounab et al.our summary
  87. Experimenting Active and Sequential Learning in a Medieval Music ManuscriptSachin Sharma, Federico Simonetta, Michele Flammini
  88. Fast and Robust Training of Deep Learning Models with Multiplicative AdagradManos Kirtas, Nikolaos Passalis, Anastasios Tefas
  89. Foundation Model-Aided Video Semantic Communication: Framework Design and Prototype ValidationJiarun Ding, Peiwen Jiang, Chao-Kai Wen et al.
  90. GEMS: Group Emotion Profiling Through Multimodal Situational UnderstandingAnubhav Kataria, Surbhi Madan, Shreya Ghosh et al.
  91. Generating Synthetic Face Recognition Datasets Using Brownian Identity Diffusion and a Foundation ModelHatef Otroshi Shahreza, Sébastien Marcel
  92. Graph Structure Learning with Local Connectivity Refinement for Improved Physiological Emotion RecognitionWoan-Shiuan Chien, Mei-Yen Tsai, Chi-Chun Lee
  93. Hankel Surrogate for Model-Bridge Simulation CalibrationLincon Sales de Souza, Maha Mahyub, Bojan Batalo et al.
  94. Hepatic Vessel Segmentation and Classification in CTA Images Using nnU-Net with Centerline RegressionMustafa Ege Şeker, Mustafa Said Kartal, Ariorad Moniri et al.
  95. Hubert-Derived SSL Features and ECAPA-TDNN Matching for Robust Audio Deepfake DetectionGül Tahaoğlu
  96. Hypergraph Overlapping Community Detection for Brain NetworksDuc Vu, Selin Aviyente
  97. Improving Communication-Efficiency for Decentralized Federated ClusteringMirko Nardi, Lorenzo Valerio
  98. Improving Phone Recognition Through Informed Initialization and Path-Aligned CTC LossZijian Fan, Xinwei Cao, Giampiero Salvi et al.
  99. Information Entropy-Based Scheduling for Communication-Efficient Decentralized LearningJaiprakash Nagar, Zheng Chen, Marios Kountouris et al.
  100. Integrating Adaptive Prediction with an Optimization-Based Methodology for Data-Driven Efficiency Evaluation in EducationPriscila Cristina Berbert Rampazzo, Damaris Chieregato Vicentin, Leonardo Tomazeli Duarte et al.

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