Type of Pruning TypeFWOther ExplanationFilter pruningWeight pruningother types 2021 2020 2019 2018 2017 2016 TitleVenueTypeCode Learning both Weights and Connections for Efficient Neural NetworksNeurIPSWPyTorch(3rd) Related Repo Awesome-model-compression-and-acceleration ...
Optimal Control Via Neural Networks: A Convex Approach.[Link] Input Convex Neural Networks[Link] A New Concept of Convex based Multiple Neural Networks Structure. [Link SGD Converges to Global Minimum in Deep Learning via Star-convex Path[Link] ...
You can incorporate this layer into the deep neural networks you define for actors or critics in reinforcement learning agents. This layer is useful for scaling and shifting the outputs of nonlinear layers, such as tanhLayer and sigmoid. quadraticLayer (Reinforcement Learning Toolbox) A quadratic ...
The advent of revalidation has created a need for occupational physicians to be provided with further advice on the preparation of their supporting information. A road show was delivered to the Society of Occupational Medicine (SOM) regional groups to meet the need. The objective of the road ...
WWW: A Unified Framework for Explaining What, Where and Why of Neural Networks by Interpretation of Neuron Concept MCPNet: An Interpretable Classifier via Multi-Level Concept Prototypes CAPE: CAM as a Probabilistic Ensemble for Enhanced DNN Interpretation ...
5478 ADHD DIAGNOSIS AND BIOMARKER DETECTION BASED ON MULTIMODAL GRAPH CONVOLUTIONAL NEURAL NETWORK 2191 ADIFT: ZERO-SHOT GENERATIVE MODEL ADAPTION VIA ADAPTIVE DOMAIN-INVARIANT FEATURE TRANSFER 4307 Advancing Acoustic Howling Suppression through Recursive Training of Neural Networks 11911 ADVANCING THE FRONTIERS...
Convergence of Adversarial Training in Overparametrized Neural Networks On Robustness to Adversarial Examples and Polynomial Optimization Adversarial Robustness through Local Linearization Provable Certificates for Adversarial Examples: Fitting a Ball in the Union of Polytopes ...
It is capable of running on top of either Tensorflow or Theano. setup Learn about the tutorial goals and how to set up your Keras environment. intro-deep-learning-ann Get an intro to deep learning with Keras and Artificial Neural Networks (ANN). Perceptrons and Adaline Implement Peceptron ...
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prioritized list of remote sensing biodiversity products that can further improve the monitoring of geospatial biodiversity patterns, enhancing the EBV framework and its applicability. The ecosystem structure and ecosystem function EBV classes, which capture the biological effects of disturbance as well as ...