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Neural Networks

629 directly classified papers

Papers per year

Papers

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
Neur2BiLO: Neural Bilevel Optimization NIPS 2024
A Lightweight U-like Network Utilizing Neural Memory Ordinary Differential Equations for Slimming the Decoder IJCAI 2024
Purified and Unified Steganographic Network CVPR 2024
DITTO: Dual and Integrated Latent Topologies for Implicit 3D Reconstruction CVPR 2024
HIT: Estimating Internal Human Implicit Tissues from the Body Surface CVPR 2024
Arbitrary-Resolution and Arbitrary-Scale Face Super-Resolution With Implicit Representation Networks WACV 2024
Operator-Learning-Inspired Modeling of Neural Ordinary Differential Equations AAAI 2024
Towards Efficient MCMC Sampling in Bayesian Neural Networks by Exploiting Symmetry (Extended Abstract) IJCAI 2024
A Generic and Flexible Regularization Framework for NeRFs WACV 2024
Ray Deformation Networks for Novel View Synthesis of Refractive Objects WACV 2024
NeRF-HuGS: Improved Neural Radiance Fields in Non-static Scenes Using Heuristics-Guided Segmentation CVPR 2024
HybridNeRF: Efficient Neural Rendering via Adaptive Volumetric Surfaces CVPR 2024
Neural Directional Encoding for Efficient and Accurate View-Dependent Appearance Modeling CVPR 2024
BANF: Band-Limited Neural Fields for Levels of Detail Reconstruction CVPR 2024
Alias-Free Mamba Neural Operator NIPS 2024
Simulation-Free Training of Neural ODEs on Paired Data NIPS 2024
A Neural Height-Map Approach for the Binocular Photometric Stereo Problem WACV 2024
PINNacle: A Comprehensive Benchmark of Physics-Informed Neural Networks for Solving PDEs NIPS 2024
Improving Robustness for Joint Optimization of Camera Pose and Decomposed Low-Rank Tensorial Radiance Fields AAAI 2024
In-Hand 3D Object Reconstruction from a Monocular RGB Video AAAI 2024
SSP: Semi-Signed Prioritized Neural Fitting for Surface Reconstruction From Unoriented Point Clouds WACV 2024
SpectralNeRF: Physically Based Spectral Rendering with Neural Radiance Field AAAI 2024
Symplectic Neural Gaussian Processes for Meta-learning Hamiltonian Dynamics IJCAI 2024