Regularization

Collapse-Aware Regularization for Reliable Reasoning Under Distribution Shift UAI 2026 Confusion-Aware Spectral Regularizer for Long-Tailed Recognition CVPR 2026 CycleBEV: Regularizing View Transformation Networks via View Cycle Consistency for Bird's-Eye-View Semantic Segmentation CVPR 2026 Dropping Anchor and Spherical Harmonics for Sparse-view Gaussian Splatting CVPR 2026 GeCo: Geometry-Consistent Regularization for Domain Generalized Semantic Segmentation CVPR 2026 GSNR: Graph Smooth Null-Space Representation for Inverse Problems CVPR 2026 On the implicit regularization of Langevin dynamics with projected noise COLT 2026 On the Role of Temporal Granularity in the Robustness of Spiking Neural Networks CVPR 2026 Optimal L2 Regularization in High-dimensional Continual Linear Regression ALT 2026 Progressive Neural Architecture Generation CVPR 2026 S2D: Selective Spectral Decay for Quantization-Friendly Conditioning of Neural Activations CVPR 2026 Segmentation Fault at SemEval-2026 Task 13: A Regularization-First Approach with Generator-Based Out-of-Distribution Splits for Detecting AI-Generated Code SemEval 2026 Stabilizing Feature Geometry in Noisy Pretrained Models for Robust Downstream Tasks CVPR 2026 Team Habib Disambiguators at SemEval-2026 Task 5: Assessing Semantic Plausibility using Regularized Transformer Fine-Tuning SemEval 2026 What Is It Like to Be a Noise? An Entropy-based Gaussian Noise Regularization for Diffusion Models CVPR 2026 Cauchy-Schwarz Regularizers ICLR 2025 Do Regularization Methods for Shortcut Mitigation Work As Intended? AISTATS 2025 Drop Dropout on Single Epoch Language Model Pretraining ACL 2025 Elastic Representation: Mitigating Spurious Correlations for Group Robustness AISTATS 2025 Graph Mediator Networks Bridging Local and Global Semantics via Serial Message Passing ACML 2025 Improving Generalization of End-to-End ASR through Diversity and Independence Regularization Interspeech 2025 Mixup Regularization: A Probabilistic Perspective UAI 2025 Regularizing Learnable Feature Extraction for Automatic Speech Recognition Interspeech 2025 Seq-VCR: Preventing Collapse in Intermediate Transformer Representations for Enhanced Reasoning ICLR 2025 Solving Token Gradient Conflict in Mixture-of-Experts for Large Vision-Language Model ICLR 2025