| 2025 | Label Anything: Multi-Class Few-Shot Semantic Segmentation with Visual Prompts. | Pasquale De Marinis, Nicola Fanelli, Raffaele Scaringi, Emanuele Colonna, Giuseppe Fiameni, Gennaro Vessio, Giovanna Castellano |
| 2025 | Adversarial Pretrained Language Model for Multivariate Time Series Anomaly Detection. | Jianhuan Mao, Mengxiao Zhu, Lei Li, Haogang Zhu |
| 2025 | Sequencing in the Run-Time Event Calculus. | Periklis Mantenoglou, Alexander Artikis |
| 2025 | Evaluating and Fine-Tuning Vision-Language Models for Industrial Manufacturing in Low-Data Regimes. | Giorgio Manganini, Giulia Vilone, Mark Langtry, Prashanth Viswanath, Jim Gibbons, Paul Heraty |
| 2025 | Minimizing Surrogate Losses for Decision-Focused Learning Using Differentiable Optimization. | Jayanta Mandi, Ali Irfan Mahmutogullari, Senne Berden, Tias Guns |
| 2025 | Replay to Remember (R2R): An Efficient Uncertainty-Driven Unsupervised Continual Learning Framework Using Generative Replay. | Sriram Mandalika, Harsha Vardhan, Athira Nambiar |
| 2025 | Classifier-Free Guidance with Adaptive Scaling. | Dawid Malarz, Artur Kasymov, Maciej Zieba, Jacek Tabor, Przemyslaw Spurek |
| 2025 | A Unified View of Bijective Transformations for Optimizing Permutation Problems. | Mikel Malagn, Aimar Barrena, Hugo Iigo, Ekhie Irurozki, Jose A. Lozano, Josu Ceberio |
| 2025 | Pirates of the RAG: Adaptively Attacking LLMs to Leak Knowledge Bases. | Christian Di Maio, Cristian Cosci, Marco Maggini, Valentina Poggioni, Stefano Melacci |
| 2025 | Efficient Context Propagating Perceiver Architectures for Auto-Regressive Language Modeling. | Kaleel Mahmood, Shaoyi Huang |
| 2025 | Mask-Based Diffusion for Music Generation from Everyday Sounds. | Ananya Mahishi, Aayush Senapati, Shreya Halgeri, Aayush Nagar, Surabhi Narayan |
| 2025 | N for Parameter: Efficient Multi-Scale Neural Audio Super Resolution with GAN. | Mark Magumba, Steven Davy, Owais Bin Zuber |
| 2025 | Actively Learning EL Terminologies from Large Language Models. | Matteo Magnini, Riccardo Squarcialupi, Martin T. Sterri, Ana Ozaki |
| 2025 | TabResFlow: A Normalizing Spline Flow Model for Probabilistic Univariate Tabular Regression. | Kiran Madhusudhanan, Vijaya Krishna Yalavarthi, Jonas Sonntag, Maximilian Stubbemann, Lars Schmidt-Thieme |
| 2025 | Cascaded Large-Scale TSP Solving with Unified Neural Guidance: Bridging Local and Population-Based Search. | Haoze Lv, Wenjie Chen, Zhiyuan Wang, Shengcai Liu |
| 2025 | On Robustness and Reliability of Benchmark-Based Evaluation of LLMs. | Riccardo Lunardi, Vincenzo Della Mea, Stefano Mizzaro, Kevin Roitero |
| 2025 | Contrastive Representation Modeling for Anomaly Detection. | Willian T. Lunardi, Abdulrahman Banabila, Dania Herzalla, Martin Andreoni |
| 2025 | An Interpretable Quantum-Inspired Model for Multi-Task Natural Language Understanding. | Peng Lu, Jerry Huang, Xinyu Wang, Philippe Langlais |
| 2025 | Attention-Preserving Feature Distortion Method for Highly Transferable Adversarial Attack on Vision Transformers. | Haobo Lu, Hanwen Cao, Kun He |
| 2025 | OFTEN-DEEPRL: On-the-Fly Teaching of Ethical Norms to Deep Reinforcement Learning Agents. | Ignacio D. Lopez-Miguel, Sebastian P. Adam, Ezio Bartocci, Thomas Eiter, Martin Tappler |
| 2025 | Context-Aware Adaptive Visualizations for Critical Decision Making. | ngela Lpez-Cardona, Mireia Masias Bruns, Nuwan T. Attygalle, Sebastian Idesis, Matteo Salvatori, Konstantinos Raftopoulos, Konstantinos Oikonomou, Saravanakumar Duraisamy, Parvin Emami, Nacera Latreche, Alaa Eddine Anis Sahraoui, Michalis Vakalellis, Jean Vanderdonckt, Ioannis Arapakis, Luis A. Leiva |
| 2025 | Meta-Reasoning Agents Based on Narrative-Driven Inference for Mitigating Privacy Risks in Multimodal Settings. | Carmelo Fabio Longo, Misael Mongiov, Daniele Francesco Santamaria |
| 2025 | A Conditional Generative Diffusion Model for Spatio-Temporal Data. | Giulio Loddi, Alessandro Betti, Fabio Pinelli |
| 2025 | Improving Cross-Task Applicability of Parameter Sharing in Cooperative Multi-Agent Reinforcement Learning. | Yurui Li, Jianyu Zhang, Li Zhang, Shijian Li, Gang Pan |
| 2025 | Cross-Modal Semantic Alignment for Efficient Unsupervised Multimodal Anomaly Detection. | Baoqiang Li, Tengyu Zhang, Zuo Zuo, Zongze Wu |