gradient regularization

MPD-SGR: Robust Spiking Neural Networks with Membrane Potential Distribution-Driven Surrogate Gradient Regularization AAAI 2026 Boosting Adversarial Transferability via Negative Hessian Trace Regularization ICCV 2025 CoMMIT: Coordinated Multimodal Instruction Tuning EMNLP 2025 Improving Generalization in Meta-Learning via Meta-Gradient Augmentation IJCAI 2025 Swin-: Gradient-Based Image Restoration from Image Sequences using Video Swin-Transformers WACV 2025 Test-Time Adaptation for Online Vision-Language Navigation with Feedback-based Reinforcement Learning ICML 2025 Curvature-Invariant Adversarial Attacks for 3D Point Clouds AAAI 2024 Task Groupings Regularization: Data-Free Meta-Learning with Heterogeneous Pre-trained Models ICML 2024 When Will Gradient Regularization Be Harmful? ICML 2024 Boosting Adversarial Transferability by Achieving Flat Local Maxima NeurIPS 2023 SERF: Towards Better Training of Deep Neural Networks Using Log-Softplus ERror Activation Function WACV 2023 Transferable Adversarial Attacks on Vision Transformers With Token Gradient Regularization CVPR 2023 Understanding Gradient Regularization in Deep Learning: Efficient Finite-Difference Computation and Implicit Bias ICML 2023 Which Models have Perceptually-Aligned Gradients? An Explanation via Off-Manifold Robustness NeurIPS 2023 Enhancing Classifier Conservativeness and Robustness by Polynomiality CVPR 2022 R-AT: Regularized Adversarial Training for Natural Language Understanding EMNLP 2022 Gradient Regularization for Noise-Robust Speaker Verification Interspeech 2021 Gradient Regularized Contrastive Learning for Continual Domain Adaptation AAAI 2021 Improving Gradient Regularization using Complex-Valued Neural Networks ICML 2021 Improving Multilingual Translation by Representation and Gradient Regularization EMNLP 2021 Exploiting Joint Robustness to Adversarial Perturbations CVPR 2020 Gradient ℓ_1 Regularization for Quantization Robustness ICLR 2020 On gradient regularizers for MMD GANs NeurIPS 2018 On the regularization of Wasserstein GANs ICLR 2018 Single Image Layer Separation using Relative Smoothness CVPR 2014