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Model Optimization

To Optimize already existing models in Training/Inferencing tasks.

Papers

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Showing 351–380 of 380 papers

TitleStatusHype
ERNet Family: Hardware-Oriented CNN Models for Computational Imaging Using Block-Based Inference—0
Flood Prediction Using Machine Learning Models: Literature Review—0
Acoustic Model Optimization Based On Evolutionary Stochastic Gradient Descent with Anchors for Automatic Speech Recognition—0
Variational Inference for Sparse Gaussian Process Modulated Hawkes ProcessCode0
Semi-supervised and Population Based Training for Voice Commands Recognition—0
Performance Optimization on Model Synchronization in Parallel Stochastic Gradient Descent Based SVM—0
A deep learning based solution for construction equipment detection: from development to deployment—0
Minimum Volume Topic Modeling—0
Video Relationship Reasoning using Gated Spatio-Temporal Energy GraphCode0
Representative Task Self-selection for Flexible Clustered Lifelong Learning—0
PIXOR: Real-time 3D Object Detection from Point CloudsCode1
Dependency or Span, End-to-End Uniform Semantic Role LabelingCode0
Differentiable Satisfiability and Differentiable Answer Set Programming for Sampling-Based Multi-Model OptimizationCode1
Dynamic Transfer Learning for Named Entity Recognition—0
A Bridging Framework for Model Optimization and Deep Propagation—0
Meta-Learning with Individualized Feature Space for Few-Shot Classification—0
Proximal Policy Optimization and its Dynamic Version for Sequence Generation—0
Highly Efficient 8-bit Low Precision Inference of Convolutional Neural Networks with IntelCaffeCode0
Belief Propagation Min-Sum Algorithm for Generalized Min-Cost Network Flow—0
End-to-End Waveform Utterance Enhancement for Direct Evaluation Metrics Optimization by Fully Convolutional Neural Networks—0
Variational Inference via Transformations on Distributions—0
Lifelong Metric Learning—0
Probabilistic Vehicle Trajectory Prediction over Occupancy Grid Map via Recurrent Neural Network—0
Gate-Variants of Gated Recurrent Unit (GRU) Neural NetworksCode0
Cross-Domain Visual Matching via Generalized Similarity Measure and Feature Learning—0
Human judgment vs. theoretical models for the management of ecological resources—0
Learning Contour-Fragment-based Shape Model with And-Or Tree Representation—0
Inference by Learning: Speeding-up Graphical Model Optimization via a Coarse-to-Fine Cascade of Pruning Classifiers—0
Speeding-up Graphical Model Optimization via a Coarse-to-fine Cascade of Pruning Classifiers—0
Extending Universal Intelligence Models with Formal Notion of Representation—0
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