conftrace_

failure prediction

12 papers

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Co-occurring keywords

proactive monitoring (3) deep neural network (1803) uncertainty quantification (1393) semantic segmentation (3186) image classification (1944) vm interruption (1) adaptive mitigation (2) simultaneous localization and mapping (150) pac-bayesian theory (34) model performance (59)

Papers

PAGER: Proactive Monitoring Agent for Enterprise AI Assistant AAAI 2026
A Proactive Reliability Metric for Detecting Failures in Language Model Training EMNLP 2025
ViLU: Learning Vision-Language Uncertainties for Failure Prediction ICCV 2025
Decoupling Metacognition from Cognition: A Framework for Quantifying Metacognitive Ability in LLMs AAAI 2025
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 NIPS 2019
The Quest For "Always-On" Autonomous Mobile Robots IJCAI 2019
Predicting Failures of Vision Systems CVPR 2014