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Neural Networks

11300 directly classified papers

Papers per year

Papers

High-Fidelity Polarimetric Implicit 3D Reconstruction with View-Dependent Physical Representation AAAI 2025
Alignment of CNN and Human Judgments of Geometric and Topological Concepts AAAI 2025
Learning Fine-grained Domain Generalization via Hyperbolic State Space Hallucination AAAI 2025
DGFamba: Learning Flow Factorized State Space for Visual Domain Generalization AAAI 2025
GCD-Sampling: A General Cross-scale Decoupled Sampling for Point Cloud AAAI 2025
OTIAS: OcTree Implicit Adaptive Sampling for Multispectral and Hyperspectral Image Fusion AAAI 2025
SSLFusion: Scale and Space Aligned Latent Fusion Model for Multimodal 3D Object Detection AAAI 2025
HybridReg: Robust 3D Point Cloud Registration with Hybrid Motions AAAI 2025
Wavelet-Assisted Multi-Frequency Attention Network for Pansharpening AAAI 2025
RewriteNets: End-to-End Trainable String-Rewriting for Generative Sequence Modeling IJCNLP 2025
Generalized Implicit Neural Representations for Dynamic Molecular Surface Modeling AAAI 2025
SWAMamba: A Sliding Window Attention Mamba Framework for Predicting Translation Elongation Rates AAAI 2025
Formal Synthesis of Barrier Certificates Using Fourier Kolmogorov-Arnold Network AAAI 2025
Towards Accurate Binary Spiking Neural Networks: Learning with Adaptive Gradient Modulation Mechanism AAAI 2025
SpikingYOLOX: Improved YOLOX Object Detection with Fast Fourier Convolution and Spiking Neural Networks AAAI 2025
Characterizing Mamba’s Selective Memory using Auto-Encoders IJCNLP 2025
Differential Mamba IJCNLP 2025
KP-PINNs: Kernel Packet Accelerated Physics Informed Neural Networks IJCAI 2025
Anywhere: A Multi-Agent Framework for User-Guided, Reliable, and Diverse Foreground-Conditioned Image Generation AAAI 2025
DIIN: Diffusion Iterative Implicit Networks for Arbitrary-scale Super-resolution IJCAI 2025
SyncGaussian: Stable 3D Gaussian-Based Talking Head Generation with Enhanced Lip Sync via Discriminative Speech Features IJCAI 2025
Adaptive Gradient Learning for Spiking Neural Networks by Exploiting Membrane Potential Dynamics IJCAI 2025
The Transfer Neurons Hypothesis: An Underlying Mechanism for Language Latent Space Transitions in Multilingual LLMs EMNLP 2025
Heterogeneous Federated Learning with Scalable Server Mixture-of-Experts IJCAI 2025
Probing Neural Network Generalization using Default Patterns NAACL 2025