📰 MLSP 2025 — accepted papers

MLSP 2025 is the 2025 edition of the IEEE International Workshop on Machine Learning for Signal Processing (MLSP). OpenAlex lists 143 papers of it; our library holds 2 with our summaries. Below: the most cited papers, every accepted paper, and ours with their topics, authors and institutions.

Most cited papers

By their OpenAlex citations; a paper with our summary links to its page here, the others to the original.

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

All accepted papers (143)

The most cited first; 2 with our summary link to their page here, the others to the original.

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

See all 143 papers in MLSP 2025 — accepted papers →

📄 Papers with our summary in our library (2)

The most cited first (OpenAlex citations plus our library's).

1. Enhanced Arabic Text Retrieval with Attentive Relevance ScoringIEEE International Workshop on Machine Learning for Signal Processing (MLSP)Salah Eddine Bekhouche, Azeddine Benlamoudi, Yazid Bounab, et al.2025 · 2 citations
2. SAGE: Spliced-Audio Generated Data for Enhancing Foundational Models in Low-Resource Arabic-English Code-Switched Speech RecognitionIEEE International Workshop on Machine Learning for Signal Processing (MLSP)Muhammad Umar Farooq, Oscar Saz2025 · 2 citations

🧭 Top topics

Topics of its works in our library, with the number of works on each.

Semitic languages (2)🎙️Speech & spoken language (1)🌱Low-resource languages (1)🔍Information retrieval & search (1)English (1)

📚 Fields

🎭Arts and Humanities (2)🖥️Computer Science (2)

🧑‍🔬 Top authors

Authors with a page who published here most often: their works here, and the citations of those works.

🏛️ Top institutions

Institutions on the bylines of its works here, by the number of works.

🎓University of HelsinkiHelsinki · Finland1 work here🎓University of the Basque CountryLeioa · Spain1 work here

works and citations from OpenAlex and our library.

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