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Neural Networks

11300 directly classified papers

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Papers

3D Super-Resolution Model for Vehicle Flow Field Enrichment WACV 2024
HDMNet: A Hierarchical Matching Network With Double Attention for Large-Scale Outdoor LiDAR Point Cloud Registration WACV 2024
SpGesture: Source-Free Domain-adaptive sEMG-based Gesture Recognition with Jaccard Attentive Spiking Neural Network NIPS 2024
Topological obstruction to the training of shallow ReLU neural networks NIPS 2024
Neural Pose Representation Learning for Generating and Transferring Non-Rigid Object Poses NIPS 2024
On the Effect of Initialization: The Scaling Path of 2-Layer Neural Networks JMLR 2024
Weight-Sharing Regularization AISTATS 2024
Survival Kernets: Scalable and Interpretable Deep Kernel Survival Analysis with an Accuracy Guarantee JMLR 2024
Exact Gradients for Stochastic Spiking Neural Networks Driven by Rough Signals NIPS 2024
Operator learning without the adjoint JMLR 2024
GRAWA: Gradient-based Weighted Averaging for Distributed Training of Deep Learning Models AISTATS 2024
A Layer-Wise Natural Gradient Optimizer for Training Deep Neural Networks NIPS 2024
KerasCV and KerasNLP: Multi-framework Models JMLR 2024
Depthwise Hyperparameter Transfer in Residual Networks: Dynamics and Scaling Limit ICLR 2024
Random Oscillators Network for Time Series Processing AISTATS 2024
PatchRefineNet: Improving Binary Segmentation by Incorporating Signals From Optimal Patch-Wise Binarization WACV 2024
Data Driven Threshold and Potential Initialization for Spiking Neural Networks AISTATS 2024
The Empirical Impact of Neural Parameter Symmetries, or Lack Thereof NIPS 2024
Pathwise Explanation of ReLU Neural Networks AISTATS 2024
Rethinking Multimodal Content Moderation From an Asymmetric Angle With Mixed-Modality WACV 2024
Power-Aware Inverse-Search Machine Learning for Low Resource Multi-Objective Unmanned Underwater Vehicle Control (Student Abstract) AAAI 2024
Identifiability of Product of Experts Models AISTATS 2024
Constrained Adaptive Attack: Effective Adversarial Attack Against Deep Neural Networks for Tabular Data NIPS 2024
Enhancing Healthcare Predictions with Deep Learning Models AAAI 2024
Uncertainty-aware Continuous Implicit Neural Representations for Remote Sensing Object Counting AISTATS 2024