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Neural Networks

11300 directly classified papers

Papers per year

Papers

Complex Numerical Reasoning with Numerical Semantic Pre-training Framework EMNLP 2025
Never Train from Scratch: Fair Comparison of Long-Sequence Models Requires Data-Driven Priors (Extended Abstract) IJCAI 2025
BSFA: Leveraging the Subspace Dichotomy to Accelerate Neural Network Training EMNLP 2025
FlowSeek: Optical Flow Made Easier with Depth Foundation Models and Motion Bases ICCV 2025
MOERL: When Mixture-of-Experts Meet Reinforcement Learning for Adverse Weather Image Restoration ICCV 2025
JPEG Processing Neural Operator for Backward-Compatible Coding ICCV 2025
GeoSplatting: Towards Geometry Guided Gaussian Splatting for Physically-based Inverse Rendering ICCV 2025
PriOr-Flow: Enhancing Primitive Panoramic Optical Flow with Orthogonal View ICCV 2025
MuGS: Multi-Baseline Generalizable Gaussian Splatting Reconstruction ICCV 2025
LGA-Net: Learning Local and Global Affinities for Sparse Scribble based Image Colorization ICCV 2025
Dynamic Point Maps: A Versatile Representation for Dynamic 3D Reconstruction ICCV 2025
Loss Functions for Predictor-based Neural Architecture Search ICCV 2025
LINR-PCGC: Lossless Implicit Neural Representations for Point Cloud Geometry Compression ICCV 2025
Towards Adversarial Robustness via Debiased High-Confidence Logit Alignment ICCV 2025
Enhanced Pansharpening via Quaternion Spatial-Spectral Interactions ICCV 2025
Rethinking the Adversarial Robustness of Multi-Exit Neural Networks in an Attack-Defense Game CVPR 2025
Temporal Separation with Entropy Regularization for Knowledge Distillation in Spiking Neural Networks CVPR 2025
Improving Transferable Targeted Attacks with Feature Tuning Mixup CVPR 2025
STINR: Deciphering Spatial Transcriptomics via Implicit Neural Representation CVPR 2025
BioNet and NeFF: Crop Biomass Prediction from Point Clouds to Drone Imagery WACV 2025
CrossSDF: 3D Reconstruction of Thin Structures From Cross-Sections CVPR 2025
Reasoning Mamba: Hypergraph-Guided Region Relation Calculating for Weakly Supervised Affordance Grounding CVPR 2025
Equivariant Manifold Neural ODEs and Differential Invariants JMLR 2025
HeightMapNet: Explicit Height Modeling for End-to-End HD Map Learning WACV 2025
Boosting Image De-Raining via Central-Surrounding Synergistic Convolution AAAI 2025