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noise injection

51 papers

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adversarial training (5) large language model (4) neural network (3) generative adversarial network (3) stochastic differential equation (3) diffusion model (3) low-resource language (3) data augmentation (3) image generation (3) adversarial robustness (3)

Papers

Bidirectional Noise Injection: Enhancing Diffusion Models via Coordinated Input-Output Perturbation AAAI 2026 Explore How to Inject Beneficial Noise in MLLMs AAAI 2026 FANoise: Singular Value-Adaptive Noise Modulation for Robust Multimodal Representation Learning AAAI 2026 Residual Diffusion Bridge Model for Image Restoration CVPR 2026 Add Noise, Tasks, or Layers? MaiNLP at the VarDial 2025 Shared Task on Norwegian Dialectal Slot and Intent Detection COLING 2025 AkibaNLP-TUT: Injecting Language-Specific Word-Level Noise for Low-Resource Language Translation EMNLP 2025 ArithmAttack: Evaluating Robustness of LLMs to Noisy Context in Math Problem Solving ACL 2025 A Robust Method to Discover Causal or Anticausal Relation ICLR 2025 Cross-regularization: Adaptive Model Complexity through Validation Gradients ICML 2025 Divide and Conquer: Heterogeneous Noise Integration for Diffusion-based Adversarial Purification CVPR 2025 Efficient Distribution Matching of Representations via Noise-Injected Deep InfoMax ICLR 2025 Enhance Vision-Language Alignment with Noise AAAI 2025 Evaluating Robustness of LLMs to Typographical Noise in Yorùbá QA ACL 2025 Improved Off-policy Reinforcement Learning in Biological Sequence Design ICML 2025 Priority on High-Quality: Selecting Instruction Data via Consistency Verification of Noise Injection EMNLP 2025 Sample-specific Noise Injection for Diffusion-based Adversarial Purification ICML 2025 Self-Bootstrapping for Versatile Test-Time Adaptation ICML 2025 SGD Jittering: A Training Strategy for Robust and Accurate Model-Based Architectures ICML 2025 The Indoor-Training Effect: Unexpected Gains from Distribution Shifts in the Transition Function AAAI 2025 Weave: Efficient and Expressive Oblivious Analytics at Scale OSDI 2025 A Simple and Yet Fairly Effective Defense for Graph Neural Networks AAAI 2024 Emergence of In-Context Reinforcement Learning from Noise Distillation ICML 2024 LatticeGen: Hiding Generated Text in a Lattice for Privacy-Aware Large Language Model Generation on Cloud NAACL 2024 MeMo: Meaningful, Modular Controllers via Noise Injection NeurIPS 2024 Privacy without Noisy Gradients: Slicing Mechanism for Generative Model Training NeurIPS 2024