adversarial training

I Can Hear You: Selective Robust Training for Deepfake Audio Detection ICLR 2025 Identifying and Mitigating Spurious Correlation in Multi-Task Learning CVPR 2025 Identifying and Understanding Cross-Class Features in Adversarial Training ICML 2025 Igniting Creative Writing in Small Language Models: LLM-as-a-Judge versus Multi-Agent Refined Rewards EMNLP 2025 Improved Diffusion-based Generative Model with Better Adversarial Robustness ICLR 2025 Improving Generalization and Robustness in SNNs Through Signed Rate Encoding and Sparse Encoding Attacks ICLR 2025 Indirect Online Preference Optimization via Reinforcement Learning IJCAI 2025 Iron Sharpens Iron: Defending Against Attacks in Machine-Generated Text Detection with Adversarial Training ACL 2025 KDAT: Inherent Adversarial Robustness via Knowledge Distillation with Adversarial Tuning for Object Detection Models AAAI 2025 Layer-Level Self-Exposure and Patch: Affirmative Token Mitigation for Jailbreak Attack Defense NAACL 2025 Learning from Mistakes: Self-correct Adversarial Training for Chinese Unnatural Text Correction AAAI 2025 LEAVES: Learning Views for Time-Series Biobehavioral Data in Contrastive Learning MLHC 2025 Leveraging Perturbation Robustness to Enhance Out-of-Distribution Detection CVPR 2025 LLM-based Adversarial Dataset Augmentation for Automatic Media Bias Detection NAACL 2025 Long-tailed Adversarial Training with Self-Distillation ICLR 2025 MABR: Multilayer Adversarial Bias Removal Without Prior Bias Knowledge AAAI 2025 Mimic Blocker: Self-Supervised Adversarial Training for Voice Conversion Defense with Pretrained Feature Extractors Interspeech 2025 Mitigating Feature Gap for Adversarial Robustness by Feature Disentanglement AAAI 2025 Mitigating Object Hallucinations in MLLMs via Multi-Frequency Perturbations EMNLP 2025 MixerMDM: Learnable Composition of Human Motion Diffusion Models CVPR 2025 MULBERE: Multilingual Jailbreak Robustness Using Targeted Latent Adversarial Training EMNLP 2025 Mutual-pairing Data Augmentation for Fewshot Continual Relation Extraction NAACL 2025 NitroFusion: High-Fidelity Single-Step Diffusion through Dynamic Adversarial Training CVPR 2025 On the Clean Generalization and Robust Overfitting in Adversarial Training from Two Theoretical Views: Representation Complexity and Training Dynamics ICML 2025 OSV: One Step is Enough for High-Quality Image to Video Generation CVPR 2025