Neural Networks

Towards Accurate Binary Spiking Neural Networks: Learning with Adaptive Gradient Modulation Mechanism AAAI 2025 Towards Adversarial Robustness via Debiased High-Confidence Logit Alignment ICCV 2025 Towards an AI Course Based on Neural Networks AAAI 2025 Towards an Ultra-Low-Delay Neural Audio Coding with Computational Efficiency Interspeech 2025 Towards a Unified and Verified Understanding of Group-Operation Networks ICLR 2025 Towards Bitrate-Efficient and Noise-Robust Speech Coding with Variable Bitrate RVQ Interspeech 2025 Towards Effective and Sparse Adversarial Attack on Spiking Neural Networks via Breaking Invisible Surrogate Gradients CVPR 2025 Towards Efficient and Multifaceted Computer-assisted Pronunciation Training Leveraging Hierarchical Selective State Space Model and Decoupled Cross-entropy Loss NAACL 2025 Towards Fine-grained Interactive Segmentation in Images and Videos ICCV 2025 Towards flexible perception with visual memory ICML 2025 Towards Generalizable Neural Simulators: Addressing Distribution Shifts Induced by Environmental and Temporal Variations IJCAI 2025 Towards More Discriminative Feature Learning in SNNs with Temporal-Self-Erasing Supervision AAAI 2025 Towards Optimal Branching of Linear and Semidefinite Relaxations for Neural Network Robustness Certification JMLR 2025 Towards Robust Influence Functions with Flat Validation Minima ICML 2025 Towards Understanding Catastrophic Forgetting in Two-layer Convolutional Neural Networks ICML 2025 Towards Understanding Why FixMatch Generalizes Better Than Supervised Learning ICLR 2025 Towards Universal AI-Generated Image Detection by Variational Information Bottleneck Network CVPR 2025 Towards Universal Rainy Image Restoration: Benchmark and Baseline AAAI 2025 Towards Visual Localization Interoperability: Cross-Feature for Collaborative Visual Localization and Mapping ICCV 2025 TPG-INR: Target Prior-Guided Implicit 3D CT Reconstruction for Enhanced Sparse-view Imaging ICCV 2025 TPP-Gaze: Modelling Gaze Dynamics in Space and Time with Neural Temporal Point Processes WACV 2025 TraceGrad: a Framework Learning Expressive SO(3)-equivariant Non-linear Representations for Electronic-Structure Hamiltonian Prediction ICML 2025 Training Flexible Models of Genetic Variant Effects from Functional Annotations using Accelerated Linear Algebra ICML 2025 Training High Performance Spiking Neural Network by Temporal Model Calibration ICML 2025 Training Neural Networks as Recognizers of Formal Languages ICLR 2025