Adversarial Learning

Maximum Entropy Loss, the Silver Bullet Targeting Backdoor Attacks in Pre-trained Language Models ACL 2023 mdctGAN: Taming transformer-based GAN for speech super-resolution with Modified DCT spectra Interspeech 2023 Memorization Weights for Instance Reweighting in Adversarial Training AAAI 2023 Memory-Aided Contrastive Consensus Learning for Co-salient Object Detection AAAI 2023 Mind the (optimality) Gap: A Gap-Aware Learning Rate Scheduler for Adversarial Nets AISTATS 2023 MIR-GAN: Refining Frame-Level Modality-Invariant Representations with Adversarial Network for Audio-Visual Speech Recognition ACL 2023 Misleading Relation Classifiers by Substituting Words in Texts ACL 2023 Mitigating Backdoor Poisoning Attacks through the Lens of Spurious Correlation EMNLP 2023 Mode-Seeking Divergences: Theory and Applications to GANs AISTATS 2023 MORGAN: Meta-Learning-Based Few-Shot Open-Set Recognition via Generative Adversarial Network WACV 2023 Multi-Classifier Adversarial Optimization for Active Learning AAAI 2023 Multispectral Invisible Coating: Laminated Visible-Thermal Physical Attack against Multispectral Object Detectors Using Transparent Low-E Films AAAI 2023 Multi-View Adversarial Discriminator: Mine the Non-Causal Factors for Object Detection in Unseen Domains CVPR 2023 NEO-KD: Knowledge-Distillation-Based Adversarial Training for Robust Multi-Exit Neural Networks NeurIPS 2023 Neural Architecture Search for Wide Spectrum Adversarial Robustness AAAI 2023 Neural Topic Modeling based on Cycle Adversarial Training and Contrastive Learning ACL 2023 On-Device Speaker Anonymization of Acoustic Embeddings for ASR based on Flexible Location Gradient Reversal Layer Interspeech 2023 One-vs-the-Rest Loss to Focus on Important Samples in Adversarial Training ICML 2023 On the Connection between Invariant Learning and Adversarial Training for Out-of-Distribution Generalization AAAI 2023 On the Functional Similarity of Robust and Non-Robust Neural Representations ICML 2023 On the Universal Adversarial Perturbations for Efficient Data-free Adversarial Detection ACL 2023 On the Vulnerability of Backdoor Defenses for Federated Learning AAAI 2023 Open Problem: Is There a First-Order Method that Only Converges to Local Minimax Optima? COLT 2023 Open Set Relation Extraction via Unknown-Aware Training ACL 2023 Open-Set Semantic Segmentation for Point Clouds via Adversarial Prototype Framework CVPR 2023