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Neural Networks

11,300 papers

Papers per year

Papers

Traversing Between Modes in Function Space for Fast Ensembling ICML 2023
Effective Minkowski Dimension of Deep Nonparametric Regression: Function Approximation and Statistical Theories ICML 2023
On Enhancing Expressive Power via Compositions of Single Fixed-Size ReLU Network ICML 2023
Does Continual Learning Equally Forget All Parameters? ICML 2023
Fast Sampling of Diffusion Models via Operator Learning ICML 2023
Benign Overfitting in Deep Neural Networks under Lazy Training ICML 2023
FEAMOE: Fair, Explainable and Adaptive Mixture of Experts IJCAI 2023
SF-PATE: Scalable, Fair, and Private Aggregation of Teacher Ensembles IJCAI 2023
Improve Video Representation with Temporal Adversarial Augmentation IJCAI 2023
BPNet: Bézier Primitive Segmentation on 3D Point Clouds IJCAI 2023
RaMLP: Vision MLP via Region-aware Mixing IJCAI 2023
Accurate MRI Reconstruction via Multi-Domain Recurrent Networks IJCAI 2023
MM-PCQA: Multi-Modal Learning for No-reference Point Cloud Quality Assessment IJCAI 2023
Backpropagation of Unrolled Solvers with Folded Optimization IJCAI 2023
Enhancing Efficient Continual Learning with Dynamic Structure Development of Spiking Neural Networks IJCAI 2023
Learnable Surrogate Gradient for Direct Training Spiking Neural Networks IJCAI 2023
A New ANN-SNN Conversion Method with High Accuracy, Low Latency and Good Robustness IJCAI 2023
Spatial-Temporal Self-Attention for Asynchronous Spiking Neural Networks IJCAI 2023
GIDnets: Generative Neural Networks for Solving Inverse Design Problems via Latent Space Exploration IJCAI 2023
ReLiNet: Stable and Explainable Multistep Prediction with Recurrent Linear Parameter Varying Networks IJCAI 2023
Modeling with Homophily Driven Heterogeneous Data in Gossip Learning IJCAI 2023
FedPass: Privacy-Preserving Vertical Federated Deep Learning with Adaptive Obfuscation IJCAI 2023
IID-GAN: an IID Sampling Perspective for Regularizing Mode Collapse IJCAI 2023
Spike Count Maximization for Neuromorphic Vision Recognition IJCAI 2023
Calibrating a Deep Neural Network with Its Predecessors IJCAI 2023