Neural Networks

Deep Principal Support Vector Machines for Nonlinear Sufficient Dimension Reduction ICML 2025 Deep Rank-One Tensor Functional Factorization for Multi-Dimensional Data Recovery AAAI 2025 Deep Ridgelet Transform and Unified Universality Theorem for Deep and Shallow Joint-Group-Equivariant Machines ICML 2025 Deep Space Weather Model: Long-Range Solar Flare Prediction from Multi-Wavelength Images ICCV 2025 Deep Sturm–Liouville: From Sample-Based to 1D Regularization with Learnable Orthogonal Basis Functions ICML 2025 DeepTAGE: Deep Temporal-Aligned Gradient Enhancement for Optimizing Spiking Neural Networks ICLR 2025 Deep Weight Factorization: Sparse Learning Through the Lens of Artificial Symmetries ICLR 2025 DefMamba: Deformable Visual State Space Model CVPR 2025 Democratic Training Against Universal Adversarial Perturbations ICLR 2025 DeMo: Decoupled Feature-Based Mixture of Experts for Multi-Modal Object Re-Identification AAAI 2025 Demystifying the Token Dynamics of Deep Selective State Space Models ICLR 2025 Dendritic Localized Learning: Toward Biologically Plausible Algorithm ICML 2025 Depth Separations in Neural Networks: Separating the Dimension from the Accuracy COLT 2025 Derivative-Informed Neural Operator Acceleration of Geometric MCMC for Infinite-Dimensional Bayesian Inverse Problems JMLR 2025 DeRS: Towards Extremely Efficient Upcycled Mixture-of-Experts Models CVPR 2025 Designing Concise ConvNets with Columnar Stages ICLR 2025 Design Principles of Multi-Scale J-Invariant Networks for Self-Supervised Image Denoising WACV 2025 Details Enhancement in Unsigned Distance Field Learning for High-fidelity 3D Surface Reconstruction AAAI 2025 Deviation-based multiple coefficient item mixer for heterogeneous set-to-set matching ACML 2025 DFM: Differentiable Feature Matching for Anomaly Detection CVPR 2025 DGFamba: Learning Flow Factorized State Space for Visual Domain Generalization AAAI 2025 Differentiable Rule Induction from Raw Sequence Inputs ICLR 2025 Differential Coding for Training-Free ANN-to-SNN Conversion ICML 2025 Differential Mamba IJCNLP 2025 DiffFNO: Diffusion Fourier Neural Operator CVPR 2025