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activation function

133 papers

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Co-occurring keywords

neural network (6616) neural network optimization (1293) deep learning (2118) convolutional neural network (4226) deep neural network (1803) function approximation (319) gradient descent (1144) image classification (1944) neural network architecture (362) model compression (3302)

Papers

Tempered Sigmoid Activations for Deep Learning with Differential Privacy AAAI 2021
Activate or Not: Learning Customized Activation CVPR 2021
ReAct: Out-of-distribution Detection With Rectified Activations NIPS 2021
Deep Neural Networks as Point Estimates for Deep Gaussian Processes NIPS 2021
Learning Graph Neural Networks with Approximate Gradient Descent AAAI 2021
Reducing Neural Network Parameter Initialization Into an SMT Problem (Student Abstract) AAAI 2021
Scalable Partial Explainability in Neural Networks via Flexible Activation Functions (Student Abstract) AAAI 2021
Scaling Properties of Deep Residual Networks ICML 2021
Elementary superexpressive activations ICML 2021
Low Curvature Activations Reduce Overfitting in Adversarial Training ICCV 2021
Learning Specialized Activation Functions With the Piecewise Linear Unit ICCV 2021
Non-asymptotic approximations of neural networks by Gaussian processes COLT 2021
Rescuing Deep Hashing from Dead Bits Problem IJCAI 2021
Avoiding Kernel Fixed Points: Computing with ELU and GELU Infinite Networks AAAI 2021
Learning a Single Neuron with Gradient Methods COLT 2020
Rational neural networks NIPS 2020
Topology of Deep Neural Networks JMLR 2020
Cooperative Initialization based Deep Neural Network Training WACV 2020
L*ReLU: Piece-wise Linear Activation Functions for Deep Fine-grained Visual Categorization WACV 2020
Light Multi-Segment Activation for Model Compression AAAI 2020
Agnostic Learning of a Single Neuron with Gradient Descent NIPS 2020
Neural Networks Fail to Learn Periodic Functions and How to Fix It NIPS 2020
Stationary Activations for Uncertainty Calibration in Deep Learning NIPS 2020
The phase diagram of approximation rates for deep neural networks NIPS 2020
Adaptive Activation Network and Functional Regularization for Efficient and Flexible Deep Multi-Task Learning AAAI 2020