conftrace_

prediction confidence

13 papers

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Co-occurring keywords

adversarial training (1262) unlabeled datum (120) confidence estimation (167) rotation invariance (52) feature noise (9) data stream mining (8) model invariance (5) defense mechanism (36) model transparency (19) prediction accuracy (21)

Papers

Harnessing Consistency for Robust Test-Time LLM Ensemble EACL 2026
Confidence Calibration of Classifiers with Many Classes NIPS 2024
Inspecting Prediction Confidence for Detecting Black-Box Backdoor Attacks AAAI 2024
Refining Corpora from a Model Calibration Perspective for Chinese Spelling Correction ACL 2024
Domain Adaptation with Adversarial Training on Penultimate Activations AAAI 2023
Confidence and Dispersity Speak: Characterizing Prediction Matrix for Unsupervised Accuracy Estimation ICML 2023
On the Strong Correlation Between Model Invariance and Generalization NIPS 2022
Robust Models are less Over-Confident NIPS 2022
Learning Recourse on Instance Environment to Enhance Prediction Accuracy NIPS 2022
Bayes-TrEx: a Bayesian Sampling Approach to Model Transparency by Example AAAI 2021
BERT Loses Patience: Fast and Robust Inference with Early Exit NIPS 2020
Online Passive Aggressive Active Learning and Its Applications ACML 2014
Co-Training with Insufficient Views ACML 2013