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Neural Networks

629 directly classified papers

Papers per year

Papers

DS-NeRV: Implicit Neural Video Representation with Decomposed Static and Dynamic Codes CVPR 2024
Mobile PresenTra: NICT fast neural text-to-speech system on smartphones with incremental inference of MS-FC-HiFi-GAN for law-latency synthesis INTERSPEECH 2024
Swift-Mapping: Online Neural Implicit Dense Mapping in Urban Scenes AAAI 2024
Full Bayesian Significance Testing for Neural Networks AAAI 2024
A Lightweight U-like Network Utilizing Neural Memory Ordinary Differential Equations for Slimming the Decoder IJCAI 2024
Distribution Learning via Neural Differential Equations: A Nonparametric Statistical Perspective JMLR 2024
SpectralNeRF: Physically Based Spectral Rendering with Neural Radiance Field AAAI 2024
Variation Spaces for Multi-Output Neural Networks: Insights on Multi-Task Learning and Network Compression JMLR 2024
Sync-NeRF: Generalizing Dynamic NeRFs to Unsynchronized Videos AAAI 2024
Improving Robustness for Joint Optimization of Camera Pose and Decomposed Low-Rank Tensorial Radiance Fields AAAI 2024
HiCoM: Hierarchical Coherent Motion for Dynamic Streamable Scenes with 3D Gaussian Splatting NIPS 2024
In-Hand 3D Object Reconstruction from a Monocular RGB Video AAAI 2024
Few-Shot Neural Radiance Fields under Unconstrained Illumination AAAI 2024
DeblurSR: Event-Based Motion Deblurring under the Spiking Representation AAAI 2024
TSESNet: Temporal-Spatial Enhanced Breast Tumor Segmentation in DCE-MRI Using Feature Perception and Separability IJCAI 2024
Space-Time Continuous PDE Forecasting using Equivariant Neural Fields NIPS 2024
Structure-Preserving Physics-Informed Neural Networks with Energy or Lyapunov Structure IJCAI 2024
Simulation-Free Training of Neural ODEs on Paired Data NIPS 2024
Enabling Mixed Effects Neural Networks for Diverse, Clustered Data Using Monte Carlo Methods IJCAI 2024
PDENNEval: A Comprehensive Evaluation of Neural Network Methods for Solving PDEs IJCAI 2024
Towards Efficient MCMC Sampling in Bayesian Neural Networks by Exploiting Symmetry (Extended Abstract) IJCAI 2024
Neural McKean-Vlasov Processes: Distributional Dependence in Diffusion Processes AISTATS 2024
SpikedAttention: Training-Free and Fully Spike-Driven Transformer-to-SNN Conversion with Winner-Oriented Spike Shift for Softmax Operation NIPS 2024
Joint prediction of subjective listening effort and speech intelligibility based on end-to-end learning INTERSPEECH 2024
PIE-NeRF: Physics-based Interactive Elastodynamics with NeRF CVPR 2024