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Neural Networks

629 directly classified papers

Papers per year

Papers

Unraveling Pain Levels: A Data-Uncertainty Guided Approach for Effective Pain Assessment AAAI 2024
NeLF-Pro: Neural Light Field Probes for Multi-Scale Novel View Synthesis CVPR 2024
HIT: Estimating Internal Human Implicit Tissues from the Body Surface CVPR 2024
DL3DV-10K: A Large-Scale Scene Dataset for Deep Learning-based 3D Vision CVPR 2024
Neur2BiLO: Neural Bilevel Optimization NIPS 2024
DITTO: Dual and Integrated Latent Topologies for Implicit 3D Reconstruction CVPR 2024
NeRF-HuGS: Improved Neural Radiance Fields in Non-static Scenes Using Heuristics-Guided Segmentation CVPR 2024
Deep Learning for Computing Convergence Rates of Markov Chains NIPS 2024
BANF: Band-Limited Neural Fields for Levels of Detail Reconstruction CVPR 2024
GLOP: Learning Global Partition and Local Construction for Solving Large-Scale Routing Problems in Real-Time AAAI 2024
A Lightweight U-like Network Utilizing Neural Memory Ordinary Differential Equations for Slimming the Decoder IJCAI 2024
Inferring Neural Signed Distance Functions by Overfitting on Single Noisy Point Clouds through Finetuning Data-Driven based Priors NIPS 2024
Structure-Preserving Physics-Informed Neural Networks with Energy or Lyapunov Structure IJCAI 2024
DUDF: Differentiable Unsigned Distance Fields with Hyperbolic Scaling CVPR 2024
Efficient Multi-scale Network with Learnable Discrete Wavelet Transform for Blind Motion Deblurring CVPR 2024
SC-NeuS: Consistent Neural Surface Reconstruction from Sparse and Noisy Views AAAI 2024
Explaining the Implicit Neural Canvas: Connecting Pixels to Neurons by Tracing their Contributions CVPR 2024
Make Lossy Compression Meaningful for Low-Light Images AAAI 2024
Purified and Unified Steganographic Network CVPR 2024
TextNeRF: A Novel Scene-Text Image Synthesis Method based on Neural Radiance Fields CVPR 2024
SCINeRF: Neural Radiance Fields from a Snapshot Compressive Image CVPR 2024
Neural Video Compression with Feature Modulation CVPR 2024
Towards Efficient MCMC Sampling in Bayesian Neural Networks by Exploiting Symmetry (Extended Abstract) IJCAI 2024
Neural Directional Encoding for Efficient and Accurate View-Dependent Appearance Modeling CVPR 2024
HybridNeRF: Efficient Neural Rendering via Adaptive Volumetric Surfaces CVPR 2024