---
title: "MLSP 2025 — accepted papers — Elamur Research"
description: "MLSP 2025 — accepted papers: 2 papers in the Elamur Research library, with our summaries, ranked by citations."
canonical: "https://research.elamur.ai/free/en/venues/ieee-international-workshop-on-machine-learning-for-signal-processing-mlsp/2025/"
---
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# 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.

[**143** papers in the proceedings](#all) · [**2** works in our library](https://md.research.elamur.ai/free/en/venues/ieee-international-workshop-on-machine-learning-for-signal-processing-mlsp/2025/#works) · [**4** citations of these works](https://md.research.elamur.ai/free/en/venues/ieee-international-workshop-on-machine-learning-for-signal-processing-mlsp/2025/#works)

## 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 Competition](https://doi.org/10.1109/mlsp62443.2025.11204278)**Çağkan Yapar, Stefanos Bakirtzis, Andra Lutu et al.*7 citations*
2. **[Few-Shot Radar Signal Recognition Through Self-Supervised Learning and Radio Frequency Domain Adaptation](https://doi.org/10.1109/mlsp62443.2025.11204280)**Zi Huang, Simon Denman, Akila Pemasiri et al.*6 citations*
3. **[Neural-Anova: Analytical Model Decomposition Using Automatic Integration](https://doi.org/10.1109/mlsp62443.2025.11204302)**Steffen Limmer, Steffen Udluft, Clemens Otte*4 citations*
4. **[Re-Bottleneck: Latent Re-Structuring for Neural Audio Autoencoders](https://doi.org/10.1109/mlsp62443.2025.11204259)**Dimitrios Bralios, Jonah Casebeer, Paris Smaragdis*4 citations*
5. **[Shapley-Based Data Valuation with Mutual Information: A Key to Modified K-Nearest Neighbors](https://doi.org/10.1109/mlsp62443.2025.11204262)**Mohammad Ali Vahedifar, Azim Akhtarshenas, Mohammad M. RafatPanah et al.*4 citations*
6. **[Bridging Discrete and Continuous: A Multimodal Strategy for Complex Emotion Detection](https://doi.org/10.1109/mlsp62443.2025.11204253)**Jiehui Jia, Huan Zhang, Jinhua Liang*3 citations*
7. **[Diffusion-Based Connectionist Temporal Classification](https://doi.org/10.1109/mlsp62443.2025.11204240)**Jen‐Tzung Chien, Chia-Kai Yeh*3 citations*
8. **[Efficient Indoor Radio Map Prediction with Improved Transformers and Active Sampling Strategies](https://doi.org/10.1109/mlsp62443.2025.11204304)**Zhihao Zheng, Limin Xiao, Ming Zhao et al.*3 citations*
9. **[Efficient License Plate Recognition via Pseudo-Labeled Supervision with Grounding DINO and YOLOv8](https://doi.org/10.1109/mlsp62443.2025.11204315)**Zahra Ebrahimi Vargoorani, Amir Mohammad Ghoreyshi, Ching Y. Suen*3 citations*
10. **[Radio Map Prediction via Neural Networks with Ground Truth Shortcuts and Selective Sampling](https://doi.org/10.1109/mlsp62443.2025.11204216)**Mengfan Wu, Marco Skocaj, Mate Boban*3 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 Competition](https://doi.org/10.1109/mlsp62443.2025.11204278)**Çağkan Yapar, Stefanos Bakirtzis, Andra Lutu et al.*7 citations*
2. **[Few-Shot Radar Signal Recognition Through Self-Supervised Learning and Radio Frequency Domain Adaptation](https://doi.org/10.1109/mlsp62443.2025.11204280)**Zi Huang, Simon Denman, Akila Pemasiri et al.*6 citations*
3. **[Neural-Anova: Analytical Model Decomposition Using Automatic Integration](https://doi.org/10.1109/mlsp62443.2025.11204302)**Steffen Limmer, Steffen Udluft, Clemens Otte*4 citations*
4. **[Re-Bottleneck: Latent Re-Structuring for Neural Audio Autoencoders](https://doi.org/10.1109/mlsp62443.2025.11204259)**Dimitrios Bralios, Jonah Casebeer, Paris Smaragdis*4 citations*
5. **[Shapley-Based Data Valuation with Mutual Information: A Key to Modified K-Nearest Neighbors](https://doi.org/10.1109/mlsp62443.2025.11204262)**Mohammad Ali Vahedifar, Azim Akhtarshenas, Mohammad M. RafatPanah et al.*4 citations*
6. **[Bridging Discrete and Continuous: A Multimodal Strategy for Complex Emotion Detection](https://doi.org/10.1109/mlsp62443.2025.11204253)**Jiehui Jia, Huan Zhang, Jinhua Liang*3 citations*
7. **[Diffusion-Based Connectionist Temporal Classification](https://doi.org/10.1109/mlsp62443.2025.11204240)**Jen‐Tzung Chien, Chia-Kai Yeh*3 citations*
8. **[Efficient Indoor Radio Map Prediction with Improved Transformers and Active Sampling Strategies](https://doi.org/10.1109/mlsp62443.2025.11204304)**Zhihao Zheng, Limin Xiao, Ming Zhao et al.*3 citations*
9. **[Efficient License Plate Recognition via Pseudo-Labeled Supervision with Grounding DINO and YOLOv8](https://doi.org/10.1109/mlsp62443.2025.11204315)**Zahra Ebrahimi Vargoorani, Amir Mohammad Ghoreyshi, Ching Y. Suen*3 citations*
10. **[Radio Map Prediction via Neural Networks with Ground Truth Shortcuts and Selective Sampling](https://doi.org/10.1109/mlsp62443.2025.11204216)**Mengfan Wu, Marco Skocaj, Mate Boban*3 citations*
11. **[U-Net Based Indoor Radio Map Prediction Under Sparse Sampling](https://doi.org/10.1109/mlsp62443.2025.11204227)**Tianxiang Xing, Leyi Zou, Tejas Bharadwaj et al.*3 citations*
12. **[AudioMAE++: Learning Better Masked Audio Representations with Swiglu FFNS](https://doi.org/10.1109/mlsp62443.2025.11204339)**Sarthak Yadav, Sergios Theodoridis, Zheng‐Hua Tan*2 citations*
13. **[Colflor: Towards Bert-Size Vision-Language Document Retrieval Models](https://doi.org/10.1109/mlsp62443.2025.11204231)**Ahmed Masry, Enamul Hoque*2 citations*
14. **[Compression Beyond Pixels: Semantic Compression with Multimodal Foundation Models](https://doi.org/10.1109/mlsp62443.2025.11204229)**Ruiqi Shen, Haotian Wu, Wenjing Zhang et al.*2 citations*
15. **[Embedded Inter-Subject Variability in Adversarial Learning for Inertial Sensor-Based Human Activity Recognition](https://doi.org/10.1109/mlsp62443.2025.11204225)**Francisco M. Calatrava-Nicolás, S. Miyauchi, Vítor Fortes Rey et al.*2 citations*
16. **[IRM-Net: An Enhanced Attention Networks for Indoor Radio Map Estimation](https://doi.org/10.1109/mlsp62443.2025.11204298)**Qi Chen, Haidong Tan, Jingjing Yang et al.*2 citations*
17. **[Multi-Agent Interactive Question Generation Framework for Long Document Understanding](https://doi.org/10.1109/mlsp62443.2025.11204232)**Kesen Wang, Daulet Toibazar, Abdulrahman Alfulayt et al.*2 citations*
18. **[Post-Training Quantization for Vision Mamba with K-Scaled Quantization and Reparameterization](https://doi.org/10.1109/mlsp62443.2025.11204250)**Bo-Yun Shi, Yi-Cheng Lo, An-Yeu Andy Wu et al.*2 citations*
19. **[Robust Imputation SwinLSTM for Spectrum Map Prediction of Incomplete Data](https://doi.org/10.1109/mlsp62443.2025.11204306)**Haikuo Xu, Jie Li, Qihui Wu et al.*2 citations*
20. **[Saipp-Net: A Sampling-Assisted Indoor Pathloss Prediction Method for Wireless Communication Systems](https://doi.org/10.1109/mlsp62443.2025.11204326)**Bin Feng, Meng Zheng, Wei Ge Liang et al.*2 citations*
21. **[Semantic Chunking and Chain-Of-Thought Reasoning for Rag-Based Document Processing](https://doi.org/10.1109/mlsp62443.2025.11204203)**Yiğit Ateş, Alperen Sayar, İbrahim Umut Bozlar et al.*2 citations*
22. **[Signal Prediction for Loss Mitigation in Tactile Internet: a Leader-Follower Game-Theoretic Approach](https://doi.org/10.1109/mlsp62443.2025.11204284)**Mohammad Ali Vahedifar, Qi Zhang*2 citations*
23. **[Strokevision-Bench: A Multimodal Video and 2D Pose Benchmark for Tracking Stroke Recovery](https://doi.org/10.1109/mlsp62443.2025.11204266)**David Robinson, Animesh Gupta, Rizwan Qureshi et al.*2 citations*
24. **[U-Net for Indoor Pathloss Prediction from Sparse Measurements with Physics-Based Features](https://doi.org/10.1109/mlsp62443.2025.11204276)**Khoren Petrosyan, Rafayel Mkrtchyan, Hrant Khachatrian et al.*2 citations*
25. **[ABSOLUTENET: A Deep Learning Neural Network to Classify Cerebral Hemodynamic Responses of Auditory Processing](https://doi.org/10.1109/mlsp62443.2025.11204295)**Behtom Adeli, John McLinden, Pankaj Pandey et al.*1 citation*

[See all 143 papers in MLSP 2025 — accepted papers →](https://md.research.elamur.ai/free/en/venues/ieee-international-workshop-on-machine-learning-for-signal-processing-mlsp/2025/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 Scoring](https://md.research.elamur.ai/free/en/papers/bekhouche-2025-enhanced-arabic-text-retrieval-attentive/) [IEEE International Workshop on Machine Learning for Signal Processing (MLSP)](https://md.research.elamur.ai/free/en/venues/ieee-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 Recognition](https://md.research.elamur.ai/free/en/papers/farooq-2025-sage-spliced-audio-generated-data/) [IEEE International Workshop on Machine Learning for Signal Processing (MLSP)](https://md.research.elamur.ai/free/en/venues/ieee-international-workshop-on-machine-learning-for-signal-processing-mlsp/)**Muhammad Umar Farooq, Oscar Saz*2025 · 2 citations*

## Top topics

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

[Semitic languages (2)](https://md.research.elamur.ai/free/en/topics/semitic-languages/) · [Speech & spoken language (1)](https://md.research.elamur.ai/free/en/topics/speech/) · [Low-resource languages (1)](https://md.research.elamur.ai/free/en/topics/low-resource-languages/) · [Information retrieval & search (1)](https://md.research.elamur.ai/free/en/topics/information-retrieval/) · [English (1)](https://md.research.elamur.ai/free/en/topics/english/)

## Fields

[Arts and Humanities (2)](https://md.research.elamur.ai/free/en/shelves/arts-and-humanities/) · [Computer Science (2)](https://md.research.elamur.ai/free/en/shelves/computer-science/)

## Top authors

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

[🧑‍🔬**Abdenour Hadid**1 work here · 2 citations](https://md.research.elamur.ai/free/en/authors/abdenour-hadid/) · [🧑‍🔬**Muhammad Umar Farooq**1 work here · 2 citations](https://md.research.elamur.ai/free/en/authors/muhammad-umar-farooq/) · [🧑‍🔬**Oscar Saz**1 work here · 2 citations](https://md.research.elamur.ai/free/en/authors/oscar-saz/) · [🧑‍🔬**Salah Eddine Bekhouche**1 work here · 2 citations](https://md.research.elamur.ai/free/en/authors/salah-eddine-bekhouche/)

## Top institutions

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

[🎓**University of Helsinki** Helsinki · Finland 1 work here](https://md.research.elamur.ai/free/en/universities/university-of-helsinki/) · [🎓**University of the Basque Country** Leioa · Spain 1 work here](https://md.research.elamur.ai/free/en/universities/university-of-the-basque-country/)

works and citations from OpenAlex and our library.

- [↑ back to MLSP](https://md.research.elamur.ai/free/en/venues/ieee-international-workshop-on-machine-learning-for-signal-processing-mlsp/)