failure prediction

MDS-VQA: Model-Informed Data Selection for Video Quality Assessment CVPR 2026 PAGER: Proactive Monitoring Agent for Enterprise AI Assistant AAAI 2026 SMARTTalk: Teaching SMART Logs to Talk to LLMs OSDI 2026 A Proactive Reliability Metric for Detecting Failures in Language Model Training EMNLP 2025 Decoupling Metacognition from Cognition: A Framework for Quantifying Metacognitive Ability in LLMs AAAI 2025 Pointwise Information Measures as Confidence Estimators in Deep Neural Networks: A Comparative Study ICML 2025 ViLU: Learning Vision-Language Uncertainties for Failure Prediction ICCV 2025 Can LLMs Express Their Uncertainty? An Empirical Evaluation of Confidence Elicitation in LLMs ICLR 2024 SURE: SUrvey REcipes for building reliable and robust deep networks CVPR 2024 Query-Based Hard-Image Retrieval for Object Detection at Test Time AAAI 2023 Failure Prediction with Statistical Guarantees for Vision-Based Robot Control RSS 2022 A Social Network Under Social Distancing: Risk-Driven Backbone Management During COVID-19 and Beyond NSDI 2021 Predictive and Adaptive Failure Mitigation to Avert Production Cloud VM Interruptions OSDI 2020 Addressing Failure Prediction by Learning Model Confidence NeurIPS 2019 The Quest For "Always-On" Autonomous Mobile Robots IJCAI 2019 Predicting Failures of Vision Systems CVPR 2014