| 2025 | Stochastic Covariance Regularization for Imbalanced Datasets. | Ahmet Erdem, Faik Boray Tek |
| 2025 | Dopamine-Modulated Learning and Decision-Making with Neuromorphic Computing. | Pavan Kumar Enuganti, Basabdatta Sen Bhattacharya |
| 2025 | Time Series Generation for Augmenting Multi-channel Automotive Audio Data. | Philipp Engler, Ludger van Elst, Peter Schichtel, Andreas Dengel, Sheraz Ahmed |
| 2025 | MENGLAN: Multiscale Enhanced Nonparametric Gas Analyzer with Lightweight Architecture and Networks. | Zhenke Duan, Jiani Tu, Jiqun Pan |
| 2025 | Uniform Representation of Parametric CAD Models for Generative Application. | Shengling Duan, Jiali Feng, Yue Qi |
| 2025 | GPIS: Geometric Informed Polygon Prompt for Incision Segmentation. | Keran Ding, Peng Qiao, Wenyu Li, Xi Wang, Zhenglun Sun, Yong Dou |
| 2025 | Can LLM-Generated Textual Explanations Enhance Model Classification Performance? An Empirical Study. | Mahdi Dhaini, Juraj Vladika, Ege Erdogan, Zineb Attaoui, Gjergji Kasneci |
| 2025 | Effect of Neuromodulation on the Brain Dynamical Repertoire. | Damien Depannemaecker, Gabriele Casagrande, Augustinas Povilas Fedaravicius, Ausra Saudargiene, Pierpaolo Sorrentino, Viktor K. Jirsa, Maria Luisa Saggio |
| 2025 | Region Expansion: Optimization of Patch-Fetching Method for Point Cloud Denoising. | Tao Deng, Shengtao Li, Jiadun Wang, Daosong Hu, Kai Huang |
| 2025 | DFU-Net: A Diffusion-Based Fourier Neural Operator-Aided U-Net Model for Medical Image Segmentation in Edge Devices. | Sanchita Das, Asfak Ali, Dmitrii I. Kaplun, Sergei Antonov, Ram Sarkar |
| 2025 | MTL-SIMNAS: Task Similarity-Driven Neural Architecture Search for Enhanced Multi-task Learning. | Quinten Danneels, Mathias Verbeke |
| 2025 | Keypoint-Based Diffusion for Robotic Motion Planning on the NICOL Robot. | Lennart Clasmeier, Jan-Gerrit Habekost, Connor Gde, Philipp Allgeuer, Stefan Wermter |
| 2025 | Towards Bio-inspired Robotic Trajectory Planning via Self-supervised RNN. | Miroslav Cibula, Kristna Malinovsk, Matthias Kerzel |
| 2025 | Robustness Verification for Object Detectors Using Set-Based Reachability Analysis. | Sayak Chowdhury, Hardik Khandelwal, Meenakshi D'Souza |
| 2025 | MRT-NAS: Boosting Training-Free NAS via Manifold Regularization. | Pengjun Chen, Yanqiao Zhu, Jian Gao, Haidong Kang, Lianbo Ma |
| 2025 | HeteroCap: Hierarchical Visual-Semantic Fusion with Heterogeneous Graphs for Image Captioning. | Yuxi Chen, Xiaohua Wu, Zheng Luo, Yuhang Liu |
| 2025 | Epilepsy Prediction Based onIntra- and Inter-channel Feature Mixing. | Guang Chen, Ziheng Sui, Meng Xu, Chenglou Zou, Jianhui Liu, Jian Cao, Xixin Cao, Yuan Wang, Xing Zhang |
| 2025 | SAMTNU: Adaptive Segment Anything Model for Thyroid and Nodule Ultrasound Image Segmentation. | Dong Chen, Xiaonan Li, Haibin Ma, Yunrong Zhang, Lei Li |
| 2025 | Characterizing Trainability, Expressivity and Generalization of Neural Architecture with Metrics from Neural Tangent Kernel. | Xinyu Chen, Jinlong Li, Faiza Amin, Huanhuan Chen |
| 2025 | SMART-RetroNet: A Framework for Chemical Retrosynthesis Prediction. | Xiaobo Cheng, Yi Ding, Yi Cao, Yuehui Chen |
| 2025 | Federated Privacy-Preserving for Cross-Domain Sequential Recommendation. | Su Chen, Yan Dong, Yanmin Shang, Xiaolin Xu, Xixun Lin |
| 2025 | Swin-DAG-VNet for Fetal Head Segmentation and Elliptical Parameter Regression for Circumference Measurement. | Liyan Chen, Ye Ding, Zhihao Li, Li Lu |
| 2025 | PGD: Probe Guided Decoding for Alignment. | Changxin Chen |
| 2025 | Perpetual Generation: Online Learning of Linear State-Space Models from a Single Stream. | Michele Casoni, Tommaso Guidi, Stefano Melacci, Alessandro Betti, Marco Gori |
| 2025 | Dynamic Ensembles Towards Out-of-Distribution Generalization of Affect Models. | Sean Vella Caruana, Athanasios Papathanasiou, Konstantinos Makantasis |