conftrace_

perturbation analysis

52 papers

Explore in graph

Co-occurring keywords

adversarial robustness (1341) model robustness (480) evaluation metric (573) large language model (13587) adversarial attack (1621) neural network (6616) sensitivity analysis (80) generalization bound (652) deep neural network (1803) language model (4599)

Papers

Robustness Analysis of Video-Language Models Against Visual and Language Perturbations NIPS 2022
Explaining Time Series Predictions with Dynamic Masks ICML 2021
Regularization in ResNet with Stochastic Depth NIPS 2021
The Sparse Vector Technique, Revisited COLT 2021
A Note on Sparse Generalized Eigenvalue Problem NIPS 2021
Information-Theoretic Generalization Bounds for Stochastic Gradient Descent COLT 2021
Perturbation CheckLists for Evaluating NLG Evaluation Metrics EMNLP 2021
The Sensitivity of Language Models and Humans to Winograd Schema Perturbations ACL 2020
What do we expect from Multiple-choice QA Systems? EMNLP 2020
Automatic Perturbation Analysis for Scalable Certified Robustness and Beyond NIPS 2020
Automatically Identifying Gender Issues in Machine Translation using Perturbations EMNLP 2020
What-if I ask you to explain: Explaining the effects of perturbations in procedural text EMNLP 2020
On the (In)fidelity and Sensitivity of Explanations NIPS 2019
Perturbation Analysis of the 8-Point Algorithm: A Case Study for Wide FoV Cameras CVPR 2019
Sensitivity Analysis of Deep Neural Networks AAAI 2019
Do Neural Dialog Systems Use the Conversation History Effectively? An Empirical Study ACL 2019
Understanding Deep Networks via Extremal Perturbations and Smooth Masks ICCV 2019
Interpretable Question Answering on Knowledge Bases and Text ACL 2019
Generalized No Free Lunch Theorem for Adversarial Robustness ICML 2019
A causal framework for explaining the predictions of black-box sequence-to-sequence models EMNLP 2017
Clustering Stable Instances of Euclidean k-means. NIPS 2017
Online and Differentially-Private Tensor Decomposition NIPS 2016
Robustness of classifiers: from adversarial to random noise NIPS 2016
An Approximate, Efficient LP Solver for LP Rounding NIPS 2013
The Perturbed Variation NIPS 2012