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Adversarial Learning

4854 directly classified papers

Papers per year

Papers

An Imitation from Observation Approach to Transfer Learning with Dynamics Mismatch NIPS 2020
Detection as Regression: Certified Object Detection with Median Smoothing NIPS 2020
Robust and Stable Black Box Explanations ICML 2020
Rank Aggregation from Pairwise Comparisons in the Presence of Adversarial Corruptions ICML 2020
Universal Adversarial Training AAAI 2020
Coupling Distant Annotation and Adversarial Training for Cross-Domain Chinese Word Segmentation ACL 2020
SAFER: A Structure-free Approach for Certified Robustness to Adversarial Word Substitutions ACL 2020
A Girl Has A Name: Detecting Authorship Obfuscation ACL 2020
GAN-BERT: Generative Adversarial Learning for Robust Text Classification with a Bunch of Labeled Examples ACL 2020
NAT: Noise-Aware Training for Robust Neural Sequence Labeling ACL 2020
Context-Dependent Domain Adversarial Neural Network for Multimodal Emotion Recognition INTERSPEECH 2020
Neural Topic Modeling with Bidirectional Adversarial Training ACL 2020
Adversarial Examples for Edge Detection: They Exist, and they Transfer WACV 2020
Infomax Neural Joint Source-Channel Coding via Adversarial Bit Flip AAAI 2020
Addressing The False Negative Problem of Deep Learning MRI Reconstruction Models by Adversarial Attacks and Robust Training MIDL 2020
Absum: Simple Regularization Method for Reducing Structural Sensitivity of Convolutional Neural Networks AAAI 2020
Bayesian Adversarial Attack on Graph Neural Networks (Student Abstract) AAAI 2020
Finding Needles in a Moving Haystack: Prioritizing Alerts with Adversarial Reinforcement Learning AAAI 2020
Synthesizing Action Sequences for Modifying Model Decisions AAAI 2020
Hierarchical Modes Exploring in Generative Adversarial Networks AAAI 2020
Robust Facial Landmark Detection via Aggregation on Geometrically Manipulated Faces WACV 2020
Interactive Dual Generative Adversarial Networks for Image Captioning AAAI 2020
CAG: A Real-Time Low-Cost Enhanced-Robustness High-Transferability Content-Aware Adversarial Attack Generator AAAI 2020
Task-Relevant Adversarial Imitation Learning CORL 2020
C-MI-GAN : Estimation of Conditional Mutual Information using MinMax formulation UAI 2020