conftrace_

weight perturbation

15 papers

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WP

Co-occurring keywords

neural network (6616) adversarial robustness (1341) model compression (3302) model generalization (190) neural network optimization (1293) uncertainty quantification (1393) variational inference (2069) adversarial learning (1595) mean-field approximation (21) spectral analysis (239)

Papers

Spectral Characterization and Mitigation of Sequential Knowledge Editing Collapse ACL 2026
Beyond Losses Reweighting: Empowering Multi-Task Learning via the Generalization Perspective ICCV 2025
PELA: Learning Parameter-Efficient Models with Low-Rank Approximation CVPR 2024
WeiPer: OOD Detection using Weight Perturbations of Class Projections NIPS 2024
Improving robustness to corruptions with multiplicative weight perturbations NIPS 2024
Watermarking PLMs on Classification Tasks by Combining Contrastive Learning with Weight Perturbation EMNLP 2023
Robust Weight Perturbation for Adversarial Training IJCAI 2022
NoiseGrad — Enhancing Explanations by Introducing Stochasticity to Model Weights AAAI 2022
Make Sharpness-Aware Minimization Stronger: A Sparsified Perturbation Approach NIPS 2022
Weight Perturbation as Defense against Adversarial Word Substitutions EMNLP 2022
Semi-Supervised Learning with Variational Bayesian Inference and Maximum Uncertainty Regularization AAAI 2021
Formalizing Generalization and Adversarial Robustness of Neural Networks to Weight Perturbations NIPS 2021
Towards Certificated Model Robustness Against Weight Perturbations AAAI 2020
Fast and Scalable Bayesian Deep Learning by Weight-Perturbation in Adam ICML 2018
Signal-to-Noise Ratio Analysis of Policy Gradient Algorithms NIPS 2008