Deep Learning
New computational algorithms make it possible to build neural networks with many input nodes and many layers, and distinguish "deep learning" of these networks from previous work on artificial neural nets.
Country:
- Asia > Myanmar > Tanintharyi Region > Dawei (0.04)
- North America > United States > Michigan (0.04)
- Europe > Italy > Lazio > Rome (0.04)
Technology:
- Information Technology > Artificial Intelligence > Vision (1.00)
- Information Technology > Artificial Intelligence > Machine Learning > Neural Networks > Deep Learning (1.00)
- Information Technology > Artificial Intelligence > Machine Learning > Statistical Learning (0.68)
Country:
- North America > United States > Hawaii > Honolulu County > Honolulu (0.05)
- Asia > China > Jiangsu Province > Nanjing (0.05)
- North America > United States > Nevada > Clark County > Las Vegas (0.04)
- (5 more...)
Technology:
- Information Technology > Artificial Intelligence > Vision (1.00)
- Information Technology > Artificial Intelligence > Machine Learning > Neural Networks > Deep Learning (0.47)
Country:
- Asia > China > Jiangsu Province > Nanjing (0.04)
- North America > United States > Hawaii > Honolulu County > Honolulu (0.04)
- North America > United States > California > Los Angeles County > Long Beach (0.04)
- (12 more...)
Technology:
- Information Technology > Artificial Intelligence > Vision (1.00)
- Information Technology > Sensing and Signal Processing > Image Processing (0.95)
- Information Technology > Artificial Intelligence > Machine Learning > Neural Networks > Deep Learning (0.46)
Regularization in ResNet with Stochastic Depth Soufiane Hayou
Neural Information Processing Systems
Regularization plays a major role in modern deep learning.
Country:
- Europe > United Kingdom > England > Oxfordshire > Oxford (0.14)
- Europe > France (0.04)
Technology: Information Technology > Artificial Intelligence > Machine Learning > Neural Networks > Deep Learning (0.89)
Country:
- Asia > China > Shanghai > Shanghai (0.04)
- North America > United States > Washington > King County > Seattle (0.04)
- North America > United States > Nevada (0.04)
- (3 more...)
Industry:
- Health & Medicine (0.93)
- Information Technology > Security & Privacy (0.46)
Technology:
- Information Technology > Artificial Intelligence > Representation & Reasoning (1.00)
- Information Technology > Artificial Intelligence > Machine Learning > Statistical Learning (1.00)
- Information Technology > Artificial Intelligence > Machine Learning > Neural Networks > Deep Learning (0.46)
Federated Multi-Task Learning under a Mixture of Distributions
Neural Information Processing Systems
The algorithms' convergence is analyzed through a novel federated surrogate optimization framework, which can be of general interest.
Country:
- North America > United States > Virginia (0.04)
- Europe > France > Provence-Alpes-Côte d'Azur (0.04)
- North America > United States > California > Los Angeles County > Long Beach (0.04)
- (4 more...)
Technology:
- Information Technology > Artificial Intelligence > Representation & Reasoning > Optimization (0.88)
- Information Technology > Artificial Intelligence > Machine Learning > Statistical Learning (0.68)
- Information Technology > Artificial Intelligence > Machine Learning > Neural Networks > Deep Learning (0.46)
Country:
- North America > United States > California > Los Angeles County > Los Angeles (0.28)
- North America > Canada > British Columbia > Metro Vancouver Regional District > Vancouver (0.04)
- Asia > Middle East > Jordan (0.04)
Industry:
- Information Technology > Security & Privacy (0.68)
- Law (0.68)
- Government > Regional Government > North America Government > United States Government (0.46)
Technology:
- Information Technology > Communications (1.00)
- Information Technology > Artificial Intelligence > Representation & Reasoning (0.68)
- Information Technology > Artificial Intelligence > Machine Learning > Statistical Learning (0.68)
- Information Technology > Artificial Intelligence > Machine Learning > Neural Networks > Deep Learning (0.47)
Country:
- North America > United States > New York > Nassau County > Mineola (0.04)
- North America > United States > Massachusetts > Middlesex County > Cambridge (0.04)
- North America > Canada > Ontario > Toronto (0.04)
- (2 more...)
Technology:
- Information Technology > Artificial Intelligence > Representation & Reasoning (1.00)
- Information Technology > Artificial Intelligence > Machine Learning > Statistical Learning (1.00)
- Information Technology > Artificial Intelligence > Machine Learning > Neural Networks > Deep Learning (0.93)
Using noise to probe recurrent neural network structure and prune synapses
Neural Information Processing Systems
Many networks in the brain are sparsely connected, and the brain eliminates synapses during development and learning. How could the brain decide which synapses to prune?
Country:
- North America > United States > California > Yolo County > Davis (0.14)
- North America > United States > Louisiana > Orleans Parish > New Orleans (0.04)
- North America > Canada > British Columbia > Vancouver (0.04)
- (3 more...)
Technology: Information Technology > Artificial Intelligence > Machine Learning > Neural Networks > Deep Learning (0.50)
Locally Hierarchical Auto-Regressive Modeling for Image Generation
Neural Information Processing Systems
This work was done during an internship of this author at Kakao Brain.
Technology: