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LIVE · 2026-09-15 05:40 UTC

uncertainty 15 papers this week · +60% WoW

papers mentioning "uncertainty" in title/abstract · 30d window

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Latest Papers

#TitleAuthorsCatDate
1Pilot Early, Commit Late: A Real-Options Model of Enterprise AI Adoption under Rapid Technological ProgressGaurav Tewarics.AI2026-09-14
2SURE-Map: Self-Correcting Streaming Geometric Foundation ModelMingkai Liu, Hao Zhao, Xingxing Zuocs.CV2026-09-14
3Backward SDEs-based Diffusion for Physics-Constrained GenerationZihao Wangcs.LG2026-09-14
#4More Than Just Access: Generative AI as Communication Intermediary for Blind and Low-Vision UsersProtik Dey, Mohd Saifuzzaman, Taslima Aktercs.HC2026-09-14
#5Bayesian Optimisation Using Product-of-Experts Gaussian Process Models with Uncertainty CalibrationYean Hoon Ongcs.LG2026-09-14
#6GSLAD: Prototype-Regularized Graph Structure Learning for Multivariate Time Series Anomaly DetectionZepeng Zhang, Fuad Khuri, Keivan Faghih Niresi +1cs.LG2026-09-14
#7Robust and Efficient Communication for Multi-Agent LearningRafael Pina, Varuna De Silva, Corentin Artaudcs.LG2026-09-14
#8MAPS: Memory-Aware Predictive Scheduling Framework for Large Language Model ServingTiancheng Zhang, Yulin Chen, Yunfeng Zhao +3cs.AI2026-09-14
#9Draining Fictitious Knots: Restoring Distance-Awareness Guarantees for High-Dimensional Spline NetworksMasoud Ataei, Mohammad Javad Khojasteh, Vikas Dhimancs.LG2026-09-14
#10BioDCASE: Active Learning for BioacousticsBen McEwen, Rupa Kurinchi-Vendhan, Shiqi Zhang +3cs.LG2026-09-14
#11Closed-form Bayesian homography estimation from noisy point correspondencesHanne Beuter, Sebastian Dorncs.CV2026-09-14
#12Rethinking Correctness for Uncertainty Estimation in Clinical Prediction with Vision-Language ModelsMingcheng Zhu, Jinning Liang, Tingting Zhucs.LG2026-09-14
#13EECTracker: Swarm Motion Prior-Guided Feature Compensation for Airborne Optical UAV Swarm TrackingZhaochen Chu, Tao Song, Ren Jin +2cs.CV2026-09-14
#14DepthBenchCAD: When Does Deeper Auditing Yield More Reliable Conclusions?Hongye Yang, Zhihao Xie, Shengjun Xiong +1cs.SE2026-09-14
#15Legislating World-Model-Based Planning with Legal ReasoningDylan Waldner, Yiannis Kantaros, Guido Governatori +2cs.RO2026-09-14
#16DA-DLM: Explicitly Modeling Token Dependencies in Diffusion Language ModelsPengyu Ji, Zichen Zhang, Xiang Hu +1cs.CL2026-09-14
#17Sensory Precision Inference for Multimodal Arbitration under UncertaintyTin Mišić, Takato Horiics.LG2026-09-14
#18ABSOL: Aggregated Bayesian Subsampling Orchestrated with LLMsJackson Hassell, Chen Shen, Estevam Hruschkacs.CL2026-09-14
#19Interpolation Is Not Invariance: Pair Count Is Not Coverage in Transformation AuditsMohammed Ahnouch, Lotfi Elaachakcs.LG2026-09-14
#20ANASSA: An Agentic AI Orchestration Framework for Spatial IntelligenceConstantinos Papantoniou, Brian Hiltoncs.AI2026-09-13
#21MedTRACE: Tool-Augmented Multimodal Clinical Reasoning Agents for Evidence-Grounded Decision-MakingJi Lu, Lifei Liu, Haoran Yu +5cs.CL2026-09-13
#22Decision-Oriented Uncertainty Quantification for Risk Control in Earth System Spatiotemporal Foundation ModelsJi Lu, Huiran Duan, Bo Zhao +5cs.LG2026-09-13
#23From matrix inversion to constraints: provably tighter confidence regions for importance weights in label shiftMushan Li, Kihyun Han, Yanyuan Mastat.ML2026-09-13
#24SCOUT-SLAM: Structurally-Coupled Dual Uncertainty-Aware 3DGS SLAM in the WildKumaran Karthik, Pramat Shastri Jois, Suresh Sundaramcs.CV2026-09-13
#25Evaluation of optimisation and Bayesian inference methods for reaction rates in atmospheric chemical mechanismsValery Ashu, Wenqing Peng, Zhi-Song Liu +7stat.ML2026-09-13
#26Neyshekar: An Open Persian Read-Speech Corpus for Automatic Speech RecognitionAhmad Amirivojdan, Farzad Nadiri, Abolfazl Alizadeh +1cs.CL2026-09-13
#27Multi4D: an end-to-end neural network for structural determination at complex material interfacesHaoran Zhang, Zian Mao, Shufen Chu +6cond-mat.mtrl-sci2026-09-13
#28Corpus Characterization and Inverse Constitutional Fine-Tuning for Style-Aware Radiology ReportsSarah Y. Li, Elijah Renner, Rayan Ansari +1cs.CL2026-09-13
#29Mind2Cloud: EEG-to-Point Cloud Generation with Two-Granularity Diffusion DecodingYongyi Lu, Xiongfeng Huang, Zhijing Yangcs.CV2026-09-12
#30Introspective Uncertainty Estimation for LLM-Based Code GenerationThomas Klassertcs.SE2026-09-12
#31SAILOR: Solver-Assisted Interactive LLM-based Optimization RecoveryShaghayegh Sadeghi, Stephen L. Smith, David C. Del Rey Fern'andezcs.AI2026-09-12
#32Machine Learning under Imperfect Data: Challenges and MethodsMasoumeh Zareapoorcs.LG2026-09-12
#33Phorecaster365: A Human-Supervised Reference Architecture for Hybrid Pharmaceutical Sales Forecasting and Planning Decision SupportHouman Kazemzadeh, Kamyar Naderics.CL2026-09-12
#34An Uncertainty-Aware Hybrid Mathematical-Machine-Learning Model for Smart Irrigation Decision SupportAndrea Scariolocs.LG2026-09-12
#35TotalSynth: Robust Whole-Body Synthetic CT from MRI and CBCTValentin Boussot, Cedric Hemon, Anais Barateau +3cs.CV2026-09-12
#36When Do Learned Priors Help Visual Inertial Estimation? A Controlled Study of Prior Integration, Calibration, Initialization, and Backend ConsistencyJinchang Zhang, Guoyu Lucs.RO2026-09-12
#37Hyper-LLaVA: Hyperbolic Uncertainty-aware Modality-Balanced Routing for Multimodal Continual Instruction TuningKunlun Xu, Yanqin Zhang, Wenwen Qiang +1cs.CV2026-09-12
#38MomentBA: Second-order Spatial Moments for Anisotropic Correspondence Uncertainty in Differentiable Bundle AdjustmentYuqing Wang, Xiaoji Niu, Yan Wang +3cs.CV2026-09-12
#39Online Bayesian Node Classification on Inductive Graphs under Distribution ShiftJinwen Xu, Gonzalo Mateos Buckstein, Qin Lucs.LG2026-09-12
#40Domain-Specific Hallucination Detection in Large Language ModelsVarun Teja Chundru, Debasmita Biswascs.CL2026-09-10
#41Target leakage, not model class, explains reported accuracy in survey-based cardiovascular screening: a leakage-tiered audit of glass-box and tabular foundation modelsRaad Bin Tareaf, Murad Al-Rajab, Samia Loucif +2cs.CL2026-09-10
#42Sparsity Regularized and Robust Mean Variance Portfolio Selection Under Ellipsoidal UncertaintyDeniz Akkaya, Emre Can Yayla, Buse Şen +1math.OC2026-09-10
#43Negative Self-Distillation: Learning to Reason by Avoiding FlawsRongcan Pei, Zhepei Wei, Shuyao Xu +3cs.CL2026-09-10
#44RDDMPI: Residual Denoising Diffusion Model for Probabilistic Multivariate Time Series ImputationRamiro Valdes Jara, David Chapman, Adam Meyerscs.LG2026-09-10
#45Risk-Averse Decision Making with Multi-Level Reliability GuaranteesAmirmohammad Farzaneh, Osvaldo Simeonestat.ML2026-09-10
#46ActMap: Single-Pass Uncertainty Quantification from Generation-Time Activation MapsJacopo Dardini, Roberta Calegarics.AI2026-09-10
#47Calibration-Aware Uncertainty Cascades for Efficient Heterogeneous Model CollaborationYilin Zhang, Han Jiang, Cai Xu +2cs.AI2026-09-10
#48Brain-PACE: A Deep Siamese MRI Framework for Modelling Longitudinal Brain AccelerationSamuel Maddox, Jacob Newman, Saber Sami +4cs.CV2026-09-10
#49Estimating Inconsistency Response Surfaces under Uncertainty in Cyber-Physical System DevelopmentJohannes Mäkelburg, Tim Schwabe, Maribel Acostacs.LG2026-09-10
#50AI Exposure and AI Resilience: A Two-Dimensional Assessment Framework for Software and Software-Based Business ModelPaul Darius Mandl, Peter Mandl, Martin Häuslcs.AI2026-09-10

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