| 2025 | Localizing and Exploiting Concept Areas in LLMs for Downstream Classification Tasks. | Alfredo Nascita, Jonatan Krolikowski, Valerio Persico, Antonio Pescap, Dario Rossi |
| 2025 | Pruning Everything, Everywhere, All at Once. | Gustavo Henrique do Nascimento, Ian Pons, Anna Helena Reali Costa, Artur Jordo |
| 2025 | Optimizing Active Learning in Vision-Language Models via Parameter-Efficient Uncertainty Calibration. | Athmanarayanan Lakshmi Narayanan, Amrutha Machireddy, Ranganath Krishnan |
| 2025 | Dual-Domain Model for Enhanced Visual Grounding with Cross-Modal Interaction. | Hai Nan, Chaoyue Li |
| 2025 | Surrogate Modeling of Refrigerant Circuits Using Machine Learning. | Naoto Naka, Bisser Raytchev, Takumi Uemura, Mikimasa Kawaguchi, Kenta Kobayashi, Yoshiharu Ueki, Yoshitaka Wada, Toru Higaki, Kazufumi Kaneda |
| 2025 | Enhancing Alzheimer's Disease Detection Using LLM-Generated Synthetic Data and Multi-Level Embeddings. | Venkata Sai Bhargav Mutala, Seyedamin Pouriyeh, Reza M. Parizi, Chloe Yixin Xie, Alessandro Santopaolo, Ilaria Basile, Giovanna Sannino |
| 2025 | Deep Joint Distribution Optimal Transport for Universal Domain Adaptation on Time Series. | Romain Mussard, Fannia Pacheco, Maxime Berar, Gilles Gasso, Paul Honeine |
| 2025 | Optimized Local Updates in Federated Learning via Reinforcement Learning. | Ali Murad, Bo Hui, Wei-Shinn Ku |
| 2025 | Stochastic Pruning for Neural Networks. | Luis Alfredo Avendao Muoz, Netta Cohen, Nabi Omidvar |
| 2025 | Dynamic Knowledge Elicitation: Leveraging Student Feedback for Improved Language Model Distillation. | Reuven Muller, Ying Xie, Linh Le, Shaoen Wu |
| 2025 | Obj3Dify: Occlusion-Invariant 3D Reconstruction of Hand-Held Objects. | David Mulero-Prez, Pablo Ruiz-Ponce, Manuel Benavent-Lled, David Ortiz-Perez, Jos Garca Rodrguez |
| 2025 | Fulcrum Rebalancing and Hybrid Classification for Multi-Class Multi-Labeled ECG. | Ayan Mukherjee, Varsha Sharma, Anirban Dutta Choudhury, Chirayata Bhattacharyya, Aniruddha Sinha |
| 2025 | Effect of Obfuscation on Human Pose Estimation Models: Can We Balance Privacy and Accuracy? | Matteo Mugnai, Francesco Pistolesi, Beatrice Lazzerini |
| 2025 | Efficient LLMs with AMP: Attention Heads and MLP Pruning. | Leandro Giusti Mugnaini, Bruno Yamamoto, Lucas Lauton de Alcantara, Victor Zacarias, Edson Bollis, Lucas F. A. O. Pellicer, Anna Helena Reali Costa, Artur Jordo |
| 2025 | VMS2-UNet: A Lightweight Non-Causal Vision Mamba2 Model with State Space Duality for Medical Image Segmentation. | Jiawei Mo, Chaoqun Wang |
| 2025 | Augmentation of EEG and ECG Time Series for Machine Learning Applications: Integrating Changepoint Detection into the iAAFT Surrogates. | Nina Moutonnet, Gregory Scott, Danilo P. Mandic |
| 2025 | ProARD: Progressive Adversarial Robustness Distillation: Provide Wide Range of Robust Students. | Seyedhamidreza Mousavi, Seyed Ali Mousavi, Masoud Daneshtalab |
| 2025 | Synchronization of embedded FitzHugh-Nagumo motor-neurons through phase reduction theory. | Alberto Motta, Luca Patan, Alessia Li Noce, Paolo Arena |
| 2025 | Enhanced Interpretability for Conditional Coordinated Behavior in Multi-Agent Reinforcement Learning. | Yoshinari Motokawa, Toshiharu Sugawara |
| 2025 | Self-Refining Language Models to Assess Insurance Claims. | Rayno Willem Mostert, Abdulrahman Altahhan |
| 2025 | On the Privacy-Preserving Properties of Spiking Neural Networks with Unique Surrogate Gradients and Quantization Levels. | Ayana Moshruba, Shay Snyder, Hamed Poursiami, Maryam Parsa |
| 2025 | Distill the Best, Ignore the Rest: A Study in Latent Dataset Distillation on Core-Sets. | Brian B. Moser, Federico Raue, Tobias Christian Nauen, Stanislav Frolov, Andreas Dengel |
| 2025 | Input Resolution Downsizing as a Compression Technique for Vision Deep Learning Systems. | Jrmy Morlier, Mathieu Lonardon, Vincent Gripon |
| 2025 | Predicting behaviors with minimal units elucidates neural coding. | Risako Morikawa, Takuya Hiroshima, Hokto Kazama, Keiji Miura |
| 2025 | Federated Unlearning in Healthcare: Why It Matters. | Alessio Mora, Carlo Mazzocca, Rebecca Montanari, Paolo Bellavista |