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Papers
RetrieverTTS: Modeling Decomposed Factors for Text-Based Speech Insertion
Interspeech 2022
Revisiting and Advancing Fast Adversarial Training Through The Lens of Bi-Level Optimization
ICML 2022
Robust Learning against Relational Adversaries
NeurIPS 2022
Robust Learning Meets Generative Models: Can Proxy Distributions Improve Adversarial Robustness?
ICLR 2022
Robust Models are less Over-Confident
NeurIPS 2022
Robustness and Accuracy Could Be Reconcilable by (Proper) Definition
ICML 2022
Robustness Evaluation of Text Classification Models Using Mathematical Optimization and Its Application to Adversarial Training
AACL 2022
Robust Reinforcement Learning as a Stackelberg Game via Adaptively-Regularized Adversarial Training
IJCAI 2022
Robust Trajectory Prediction against Adversarial Attacks
CoRL 2022
Robust Unlearnable Examples: Protecting Data Privacy Against Adversarial Learning
ICLR 2022
Robust Weight Perturbation for Adversarial Training
IJCAI 2022
RoSA: A Robust Self-Aligned Framework for Node-Node Graph Contrastive Learning
IJCAI 2022
Sandwich Batch Normalization: A Drop-In Replacement for Feature Distribution Heterogeneity
WACV 2022
SANE-TTS: Stable And Natural End-to-End Multilingual Text-to-Speech
Interspeech 2022
Scalable Infomin Learning
NeurIPS 2022
Self-ensemble Adversarial Training for Improved Robustness
ICLR 2022
Self-Guided Hard Negative Generation for Unsupervised Person Re-Identification
IJCAI 2022
Self-Supervised Contrastive Learning with Adversarial Perturbations for Defending Word Substitution-based Attacks
NAACL 2022
Self-Supervised Learning of Adversarial Example: Towards Good Generalizations for Deepfake Detection
CVPR 2022
Semi-Implicit Hybrid Gradient Methods with Application to Adversarial Robustness
AISTATS 2022
Semi-supervised Adversarial Text Generation based on Seq2Seq models
EMNLP 2022
SHARP: Search-Based Adversarial Attack for Structured Prediction
NAACL 2022
SNN-RAT: Robustness-enhanced Spiking Neural Network through Regularized Adversarial Training
NeurIPS 2022
Soft-Labeled Contrastive Pre-Training for Function-Level Code Representation
EMNLP 2022
Sparsity Winning Twice: Better Robust Generalization from More Efficient Training
ICLR 2022