conftrace_

ensemble diversity

14 papers

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Co-occurring keywords

ensemble learning (1274) model ensemble (247) neural network ensemble (26) cross-entropy loss (151) adversarial example (564) adversarial defense (325) model averaging (62) adversarial robustness (1341) adversarial learning (1595) model diversity (19)

Papers

Improving Accuracy and Calibration via Differentiated Deep Mutual Learning CVPR 2025
Leveraging Ensemble Diversity for Robust Self-Training in the Presence of Sample Selection Bias AISTATS 2024
Predicting the Performance of Foundation Models via Agreement-on-the-Line NIPS 2024
Enhancing Diversity in Bayesian Deep Learning via Hyperspherical Energy Minimization of CKA NIPS 2024
A Unified Theory of Diversity in Ensemble Learning JMLR 2023
Lowering the Pre-training Tax for Gradient-based Subset Training: A Lightweight Distributed Pre-Training Toolkit ICML 2023
Boosting Ensemble Accuracy by Revisiting Ensemble Diversity Metrics CVPR 2021
Error-Correcting Output Codes with Ensemble Diversity for Robust Learning in Neural Networks AAAI 2021
DIBS: Diversity Inducing Information Bottleneck in Model Ensembles AAAI 2021
Adversarial Defence by Diversified Simultaneous Training of Deep Ensembles AAAI 2021
Ensembles of Locally Independent Prediction Models AAAI 2020
Improving Adversarial Robustness via Promoting Ensemble Diversity ICML 2019
An ensemble diversity approach to supervised binary hashing NIPS 2016
Managing Diversity in Regression Ensembles JMLR 2005