Skip to content
conftrace_

failure detection

36 papers

Explore in graph

Co-occurring keywords · papers mentioning both

out-of-distribution detection (6) vision-language model (5) large language model (4) multimodal learning (3) model evaluation (3) uncertainty quantification (3) model reliability (2) system observability (2) confidence estimation (2) scenario generation (2)

Papers

Model-based Validation as Probabilistic Inference L4DC 2023 Surrogate Assisted Generation of Human-Robot Interaction Scenarios CoRL 2023 Two Sides of Miscalibration: Identifying Over and Under-Confidence Prediction for Network Calibration UAI 2023 Detecting Ephemeral Optical Events with OpTel NSDI 2022 Task-Relevant Failure Detection for Trajectory Predictors in Autonomous Vehicles CoRL 2022 A Quality Diversity Approach to Automatically Generating Human-Robot Interaction Scenarios in Shared Autonomy RSS 2021 Perception Matters: Detecting Perception Failures of VQA Models Using Metamorphic Testing CVPR 2021 TestRank: Bringing Order into Unlabeled Test Instances for Deep Learning Tasks NeurIPS 2021 Testing Configuration Changes in Context to Prevent Production Failures OSDI 2020 Capturing and Enhancing In Situ System Observability for Failure Detection OSDI 2018 Early Detection of Configuration Errors to Reduce Failure Damage OSDI 2016