| 1 | Accurate MRI-free PET Quantification and Reliability Assessment via CT-to-MRI Synthesis and Conformal Prediction | Jungwoo Seo, Seung Yun Choi, Kun Ho Lee +3 | cs.CV | 2026-10-29 |
| 2 | A Pretrained Model for Bayesian Filtering in Heterogeneous Dynamical Systems | Ke Fan, Wen Wu, Haitao Su +3 | cs.LG | 2026-10-29 |
| 3 | Uncertainty-aware Feedback Loop Diagnosis: integrating reinforcement learning and conformal prediction for reliable wafer defect classification | Aleksandr Dekhovich, Carlas Smith, Oleg Soloviev | cs.LG | 2026-10-29 |
| #4 | OCCAMS: A Multi-Task Learning-Based Investigation of the CMB Power Spectra | Ankit Mandal, Rahul Shah, Md. Wali Hossain +3 | astro-ph.CO | 2026-10-29 |
| #5 | Neighborhood Elites: Quality-Diversity Search for Uncertainty Quantification in Question Answering | Mesut Ceylan, Arda Baris Basaran, Elgar Fleisch +1 | cs.AI | 2026-10-29 |
| #6 | From MS/MS evidence to adaptive spectroscopic characterization: Reinforcement learning guided by candidate molecular structures | Bowen Gao, Lei Zhu, Yiying Wang +1 | cs.LG | 2026-10-29 |
| #7 | DYNAS: A Dynamic Network Penetration Testing Framework Using Deep Hierarchical Reinforcement Learning | Md. Rakibul Hassan, Majedul Islam, Md. Ashraful Alam +2 | cs.CR | 2026-10-29 |
| #8 | A Deep Learning Framework for Quantile Demand Forecasting in E-commerce with Doubly Censored Data | Ziwen Ye, Jiawen Wei, Teng Song +2 | cs.LG | 2026-10-29 |
| #9 | Does System Size Matter in Uncertainty Quantification for Machine Learning Interatomic Potentials? | Chayaphol Lortaraprasert, Nontawat Charoenphakdee, Wenwen Li +2 | cs.LG | 2026-10-29 |
| #10 | Uncertainty-aware Coarse-to-Fine Main Pancreatic Duct Segmentation for Width Measurement in 3D MRCP | Zipei Zhang, Jaakko Sahlsten, Mikko Saukkoriipi +5 | cs.CV | 2026-10-29 |
| #11 | A physics-informed uncertainty-aware surrogate for $p$-$n$ junction diodes | Suchita Kulkarni | cs.LG | 2026-10-29 |
| #12 | Observability-Aligned Evidential Masked Pretraining for Reliable VRU Motion Prediction | Shang Gao, Franz Götz-Hahn, Konrad Doll +1 | cs.LG | 2026-10-29 |
| #13 | Aligning Medical Vision Language Models at the Capability Boundary with Entropy Adaptive Rubric Grounding | Hongyu Bai, Jiaqi Zeng, Chunzheng Zhu | cs.CV | 2026-10-29 |
| #14 | Possibility-based Inference: A Deterministic Framework for Robust and Reliable Uncertainty Quantification in Decision-Making | Seyedfakhredin Musavishavazi, Maryam Alipour | cs.LG | 2026-10-29 |
| #15 | Grounding Predictive Reliability through Masked Observability | Shang Gao, Bernhard Sick, Franz Götz-Hahn | cs.LG | 2026-10-29 |
| #16 | TabCUQ: Context-Uncertainty Quantification for Tabular Foundation Models | Yuebei Shi, Molei Liu, Zijian Guo | stat.ML | 2026-10-29 |
| #17 | Compile Away Uncertainty: Self-Evolving Agent Skills via Programmatic Compilation | Chengyu Yang, Yunxiang Zheng, Zongzheng Li +6 | cs.AI | 2026-10-29 |
| #18 | Where to Learn and How Far to Roll Out: Efficient Adaptive Training for GUI Agents | Yuxiang Chai, Quyu Kong, Panrong Tong +2 | cs.AI | 2026-10-29 |
| #19 | Multi-level Constrained Learning for Underwater Image Enhancement | Wangtao Bao, Liping Xie, Kanjian Zhang +1 | cs.CV | 2026-10-29 |
| #20 | Uncertainty-Guided Cross-Modal Alignment for Diffusion-Based IoT Intrusion Detection | Mahdi Arab Loodaricheh, Anita Raja, Mohammad Hossein Manshaei | cs.LG | 2026-10-29 |
| #21 | BASILISC: Bayesian Alignment of Siamese-Integrated Latents for Inferring Single-cell Correspondence | Sepideh Saran, Mahsa Ghanbari, Uwe Ohler | cs.LG | 2026-10-28 |
| #22 | When Should AI Decide, Defer, and Deviate? Responsible Automation for Deceased Donor Kidney Allocation | Madeleine Pollack, Thomas Daillak, Mehmet Toner +3 | cs.AI | 2026-10-28 |
| #23 | Modular Bayesian Foundation Models: Bayesian time series encoders for OOD detection, routing and forecasting | Mame Diarra Toure, Quang Hung Pham, Mohamed Ryad Zemouri +3 | stat.ML | 2026-10-28 |
| #24 | Distilling the Shape of Uncertainty: What On-Policy Distillation Learns and How to Predict It | Shiping Yang, Chuanqi Tang, Hossein Hajimirsadeghi +3 | cs.CL | 2026-10-28 |
| #25 | Optimization-based lane-changing trajectory planning in mixed traffic with embedded input convex neural networks | Yuanxiang Yang, Yu Liu, Fabricio Oliveira +2 | math.OC | 2026-10-28 |
| #26 | AskStream: When and What to Ask Proactively under Uncertainty in Streaming Video Understanding | Lu Wang, Zhuoran Jin, Longxiang Wang +8 | cs.CV | 2026-10-28 |
| #27 | Curriculum-Based Deep Reinforcement Learning for Robust Autonomous Rocket Landing under Atmospheric Uncertainty | Atin Chowdhury, Piyush Joshi | cs.AI | 2026-10-28 |
| #28 | Robust Active Learning for More Efficient and Reliable Paths to Optimal Design | Hayriye Pehlivan Solak, Francesco Di Fiore, Jeroen Wackers +4 | cs.CE | 2026-10-28 |
| #29 | REVBRAIN: Real-time Probabilistic EEG Forecasting Using Residual Vector Quantization | Hanna Pankka, Jaakko Lehtinen, Timo Roine | cs.LG | 2026-10-28 |
| #30 | What Hallucinations Have We Measured? Semantic Illusion, Confabulation, and Expressed Uncertainty | Hazel H. Kim, Jakub Binkowski, Ekaterina Fadeeva +22 | cs.CL | 2026-10-28 |
| #31 | Progressive Coupling Method for Diffusion Posterior Sampling in Ptychography | Yihan Qiu, Mingtao Huang, Tianyuan Li +2 | cs.LG | 2026-10-28 |
| #32 | From Error Prediction to Causal Influence: Auditing SAE Features in Multiple-Choice QA | Aria Nourbakhsh, Adelaide Danilov, Oleksandr Marchenko Breneur +1 | cs.CL | 2026-10-27 |
| #33 | Cooperative EV Charging Assignment Using Multi-Agent Reinforcement Learning: A Comparison of QMIX and Independent Q-Learning Under Urban Traffic Uncertainty | Nour-Eddine Moumni, Rachid Alaoui, Driss Kiouach | cs.MA | 2026-10-27 |
| #34 | Conformal Predictive Distributions for Contextual Order Fulfillment Optimization | Tinghan Ye, Amira Hijazi, Pascal Van Hentenryck | math.OC | 2026-10-27 |
| #35 | Where Can We Fool the Model's Mind? Response-Guided Semantic Probing and Adaptive Routing for Transferable Attacks on Black-Box MLLMs | Ahmed Abdelnaby, Mohamed Elmahallawy | cs.CV | 2026-10-27 |
| #36 | Spokes, not a Ring: Revisiting the Weekday Manifold in Language Models | Diksha Gupta, Rieke Fruengel, Stefan Heimersheim | cs.LG | 2026-10-27 |
| #37 | When uncertainty quantification fails: structural vulnerabilities and corrections for selective prediction under clinical class imbalance | Walter Endrizzi, Flavio Ragni, Raffaele Marchesi +4 | cs.LG | 2026-10-27 |
| #38 | The Structure Gap: When More Data Cannot Replace Structured Reasoning | Kheer Sagar Patel, Mojtaba Soltanalian | cs.LG | 2026-10-27 |
| #39 | QD-PINN:A Physics-Informed Neural Network Approach to Bayesian Quickest Detection in High-Dimensional Diffusions | Hang Ye, Yi Liu, Haipeng Xing | stat.ML | 2026-10-27 |
| #40 | Segmentation Confidence for Arbitrary CNNs | Baris Oguz, Xing Yao, Claudia Tawil +5 | cs.CV | 2026-10-27 |
| #41 | An end-to-end framework for uncertainty-aware validation of generative models | Giada Badaracco, Sean Benevedes, Christina Reissel +2 | stat.ML | 2026-10-27 |
| #42 | ReForest: Interpretability Meets Reasoning in Isolation Forest | Juyoung Seo, Geonwoo Bang, Dongho Kim +1 | cs.AI | 2026-10-27 |
| #43 | TCM-DiagCommit: A TCM-SD-Derived Benchmark for Evidence-Conditioned Syndrome Selection and Commitment | Erwei Hou, Yue Hu | cs.AI | 2026-10-27 |
| #44 | Uncovering Shortcut Amplification in Video RLVR through the Lens of Perceptual Uncertainty Collapse | Jiafeng Liang, Xianhao Ou, Tao Ren +6 | cs.CV | 2026-10-27 |
| #45 | Amortized Localized Posterior Inference for Model Calibration with Application to an Ocean Turbulence Closure | Exaucé Luweh Adjim Ngarti, Élise Arnaud, Léo Nicoletti +2 | cs.AI | 2026-10-27 |
| #46 | SetGRPO: Calibrating Grader-Induced Policy Optimization | Jiale Huang, Zixu Li, Zhiwei Chen +3 | cs.LG | 2026-10-27 |
| #47 | From Biological Curves to Soft Modular Robots: Learning-Based Inverse Design with Uncertainty-Guided Refinement | Dixiang Wang, Minghao Zha, Arifur Rahman +6 | cs.RO | 2026-10-27 |
| #48 | Learning Graph Beliefs for Active Radio Mapping With Decision-Certified Multi-Step Sensing | Wangqian Chen, Hao Wang, Yumeng Zhang +3 | cs.NI | 2026-10-27 |
| #49 | Deep Bayesian Approaches for Interpretable Nonlinear Structural System Identification | Wei Liu, Konstantinos Vlachas, Eleni Chatzi | cs.LG | 2026-10-27 |
| #50 | The uneven rise of AI-generated web content | Adam Visokay, Soumyakanti Pan, Molly Griston +10 | cs.AI | 2026-10-27 |