Normalization

Continuum Dropout for Neural Differential Equations AAAI 2026 Enhancing Out-of-Distribution Detection with Extended Logit Normalization CVPR 2026 Geometric Interpretation of Layer Normalization and a Comparative Analysis with RMSNorm EACL 2026 Improving Batch Normalization with Test-Time Adaptation for Robust Object Detection in Self-Driving AAAI 2026 Revisiting Downsampling in Semantic Segmentation: Fighting Aliasing with Dynamic Gaussian and Gabor Frequency Filters AAAI 2026 Scene-Aware Spatiotemporal Generalization: Towards Robust Temporal Action Detection Across Domains AAAI 2026 Stabilizing Streaming Video Geometry via Dynamic Feature Normalization CVPR 2026 Test Time Adaptation Using Adaptive Quantile Recalibration WACV 2026 3SAT: A Simple Self-Supervised Adversarial Training Framework AAAI 2025 Adaptive Dropout: Unleashing Dropout across Layers for Generalizable Image Super-Resolution CVPR 2025 A Theory of Initialisation's Impact on Specialisation ICLR 2025 Conformalized Interactive Imitation Learning: Handling Expert Shift and Intermittent Feedback ICLR 2025 Controllable Feature Whitening for Hyperparameter-Free Bias Mitigation ICCV 2025 Dynamic Group Normalization: Spatio-Temporal Adaptation to Evolving Data Statistics CVPR 2025 ESEG: Event-Based Segmentation Boosted by Explicit Edge-Semantic Guidance AAAI 2025 FALCON: Fair Face Recognition via Local Optimal Feature Normalization WACV 2025 FreqDebias: Towards Generalizable Deepfake Detection via Consistency-Driven Frequency Debiasing CVPR 2025 Gyrogroup Batch Normalization ICLR 2025 Improving Deep Learning Speed and Performance Through Synaptic Neural Balance AAAI 2025 JPEG Inspired Deep Learning ICLR 2025 Learning Continually by Spectral Regularization ICLR 2025 Learning to Normalize on the SPD Manifold under Bures-Wasserstein Geometry CVPR 2025 NExUME: Adaptive Training and Inference for DNNs under Intermittent Power Environments ICLR 2025 nGPT: Normalized Transformer with Representation Learning on the Hypersphere ICLR 2025 Population Normalization for Federated Learning CVPR 2025