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| 2025 | Topology of Out-of-Distribution Examples in Deep Neural Networks. | Esha Datta, Johanna Hennig, Eva Domschot, Connor Mattes, Michael R. Smith |
| 2025 | Jailbreaking Large Vision Language Models in Intelligent Transportation Systems. | Badhan Chandra Das, Md. Tasnim Jawad, Md. Jueal Mia, M. Hadi Amini, Yanzhao Wu |
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| 2025 | Monte Carlo-Type Neural Operator for One-Dimensional Differential Equations. | Salah Eddine Choutri, Prajwal Chauhan, Othmane Mazhar, Saif Eddin Jabari |
| 2025 | Neural Oceans: Physics-Informed Deep Learning for Underwater Marine Debris Forecasting. | Abdullah Tariq Choudhry, Vivek K. Pallipuram |
| 2025 | Prompt Learner for Industrial Anomaly Detection: Towards Generalizable Multimodal Defect. | Yen-Han Chiang, Pablo Moll, Yi-Lun Pan, Yi-Ju Tseng, Vincent S. Tseng |
| 2025 | A Transformer-Based Cross-Platform Analysis of Public Discourse on the 15-Minute City Paradigm. | Gaurab Chhetri, Darrell Anderson, Boniphace Kutela, Subasish Das |
| 2025 | Post-training Quantization without BN Statistics: A Data Free Approach. | Akash Chavan, Sumit Kumar Jha, Sunny Raj |
| 2025 | AI-Driven Prediction of Material Deformation: Stress-Strain Curves Faster Than Crystal Plasticity Finite Element Simulation. | Sayak Chakrabarty, Shahriyar Keshavarz, Yuwei Mao, Andrew C. E. Reid, Alok N. Choudhary, Ankit Agrawal |
| 2025 | A Semi-Automated Pipeline for Generating and Annotating Colorectal Polyp Data for Semantic Segmentation Tasks. | Andr Castro, Alexandre Naves, Lucas Neves, Joo Pedro Fernandes, Rian Santos, Caio Oliveira, Ricardo Franco |
| 2025 | Improving Internet Traffic Matrix Prediction via Time Series Clustering. | Martha Cash, Alexander M. Wyglinski |
| 2025 | Iterative Tensorization of Physics-Informed Neural Networks. | Carter Capetz, Ryan Solgi, William Sheppard |
| 2025 | Mamba World Model for RL: Enhancing Long-term Memory in Model-based Reinforcement Learning. | Mingcong Cao, Yucheng Huang, Suat Gumussoy, mit Y. Ogras |
| 2025 | YOLO-Based Object Detection for Automated Identification of IVC Filters in Abdominal CT Imaging. | Mykle Buhrow, Ian Nie, Naeem Seliya, Joseph C. Wildenberg, Rahul Gomes |
| 2025 | Analyzing Code Injection Attacks on LLM-based Multi-Agent Systems in Software Development. | Brian Bowers, Smita Khapre, Jugal Kalita |
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| 2025 | State of Health estimation of Li-ion cells via internal degradation modes identification and physics-informed machine learning. | Quentin Bigouraux, Vincent Heiries, Saifeddine Aloui, Antoine Laurin, Marion Chandesris |
| 2025 | MIGRANT-DE: Scalable Differential Evolution for Large-Scale Machine-Learning Optimization. | Priyanka Haresh Bhatia |
| 2025 | Scientific Crosstalk: Analyzing Sentiment-Topic Alignment in Personal and Scientific Discourse. | Praveshika Bhandari, Connor Z. Young, Jan P. Springer, Aryabrata Basu |
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| 2025 | Survival Analysis for Employee Retention Prediction in Retail and Trade Sector Organizations. | Ariel Gonzalez Batista, Xingquan Zhu |
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