| 1 |
Advances and Open Problems in Federated Learning
Peter Kairouz, H. Brendan McMahan, ... (+57 more)
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📚
The Cartographer
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cs.LG
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7.8K |
6 years ago |
| 2 |
Explainable Artificial Intelligence (XAI): Concepts, Taxonomies, Opportunities and Challenges toward Responsible AI
Alejandro Barredo Arrieta, Natalia Díaz-Rodríguez, ... (+10 more)
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📚
The Cartographer
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cs.AI
|
7.8K |
6 years ago |
| 3 |
An overview of gradient descent optimization algorithms
Sebastian Ruder
|
📚
The Cartographer
|
cs.LG
|
6.8K |
9 years ago |
| 4 |
Graph Neural Networks: A Review of Methods and Applications
Jie Zhou, Ganqu Cui, ... (+7 more)
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📚
The Cartographer
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cs.LG
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6.6K |
7 years ago |
| 5 |
Recent Advances in Convolutional Neural Networks
Jiuxiang Gu, Zhenhua Wang, ... (+10 more)
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📚
The Cartographer
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cs.CV
|
5.8K |
10 years ago |
| 6 |
Federated Learning: Challenges, Methods, and Future Directions
Tian Li, Anit Kumar Sahu, ... (+2 more)
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📚
The Cartographer
|
cs.LG
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5.6K |
6 years ago |
| 7 |
A Comprehensive Survey on Transfer Learning
Fuzhen Zhuang, Zhiyuan Qi, ... (+6 more)
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📚
The Cartographer
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cs.LG
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5.5K |
6 years ago |
| 8 |
Variational Inference: A Review for Statisticians
David M. Blei, Alp Kucukelbir, Jon D. McAuliffe
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📚
The Cartographer
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stat.CO
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5.4K |
10 years ago |
| 9 |
Towards A Rigorous Science of Interpretable Machine Learning
Finale Doshi-Velez, Been Kim
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📚
The Cartographer
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stat.ML
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4.7K |
9 years ago |
| 10 |
A Survey Of Methods For Explaining Black Box Models
Riccardo Guidotti, Anna Monreale, ... (+4 more)
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📚
The Cartographer
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cs.CY
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4.6K |
8 years ago |
| 11 |
Object Detection with Deep Learning: A Review
Zhong-Qiu Zhao, Peng Zheng, ... (+2 more)
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The Cartographer
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cs.CV
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4.5K |
7 years ago |
| 12 |
Deep learning in agriculture: A survey
Andreas Kamilaris, Francesc X. Prenafeta-Boldu
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📚
The Cartographer
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cs.LG
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3.7K |
7 years ago |
| 13 |
Generative Adversarial Networks: An Overview
Antonia Creswell, Tom White, ... (+4 more)
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The Cartographer
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cs.CV
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3.6K |
8 years ago |
| 14 |
Efficient Processing of Deep Neural Networks: A Tutorial and Survey
Vivienne Sze, Yu-Hsin Chen, ... (+2 more)
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📚
The Cartographer
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cs.CV
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3.4K |
9 years ago |
| 15 |
A Brief Survey of Deep Reinforcement Learning
Kai Arulkumaran, Marc Peter Deisenroth, ... (+2 more)
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The Cartographer
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cs.LG
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3.4K |
8 years ago |
| 16 |
Wireless Communications with Unmanned Aerial Vehicles: Opportunities and Challenges
Yong Zeng, Rui Zhang, Teng Joon Lim
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📚
The Cartographer
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cs.IT
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3.4K |
10 years ago |
| 17 |
Automatic differentiation in machine learning: a survey
Atilim Gunes Baydin, Barak A. Pearlmutter, ... (+2 more)
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📚
The Cartographer
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cs.SC
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3.3K |
11 years ago |
| 18 |
A Survey on Visual Transformer
Kai Han, Yunhe Wang, ... (+11 more)
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The Cartographer
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cs.CV
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3.2K |
5 years ago |
| 19 |
Deep learning for time series classification: a review
Hassan Ismail Fawaz, Germain Forestier, ... (+3 more)
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The Cartographer
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cs.LG
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3.1K |
7 years ago |
| 20 |
A Survey on Multi-Task Learning
Yu Zhang, Qiang Yang
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The Cartographer
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cs.LG
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2.7K |
8 years ago |
| 21 |
Deep Learning for Generic Object Detection: A Survey
Li Liu, Wanli Ouyang, ... (+5 more)
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The Cartographer
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cs.CV
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2.7K |
7 years ago |
| 22 |
An Overview of Signal Processing Techniques for Millimeter Wave MIMO Systems
Robert W. Heath, Nuria Gonzalez-Prelcic, ... (+3 more)
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The Cartographer
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cs.IT
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2.6K |
10 years ago |
| 23 |
A Critical Review of Recurrent Neural Networks for Sequence Learning
Zachary C. Lipton, John Berkowitz, Charles Elkan
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The Cartographer
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cs.LG
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2.6K |
11 years ago |
| 24 |
Mobile Edge Computing: A Survey on Architecture and Computation Offloading
Pavel Mach, Zdenek Becvar
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The Cartographer
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cs.IT
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2.5K |
9 years ago |
| 25 |
Intelligent Reflecting Surface Aided Wireless Communications: A Tutorial
Qingqing Wu, Shuowen Zhang, ... (+3 more)
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The Cartographer
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cs.IT
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2.5K |
5 years ago |
| 26 |
An Introduction to Deep Learning for the Physical Layer
Timothy J. O'Shea, Jakob Hoydis
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📚
The Cartographer
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cs.IT
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2.4K |
9 years ago |
| 27 |
Unsupervised Anomaly Detection with Generative Adversarial Networks to Guide Marker Discovery
Thomas Schlegl, Philipp Seeböck, ... (+3 more)
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The Cartographer
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cs.CV
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2.4K |
9 years ago |
| 28 |
1D Convolutional Neural Networks and Applications: A Survey
Serkan Kiranyaz, Onur Avci, ... (+4 more)
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The Cartographer
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eess.SP
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2.4K |
7 years ago |
| 29 |
A Review of Uncertainty Quantification in Deep Learning: Techniques, Applications and Challenges
Moloud Abdar, Farhad Pourpanah, ... (+10 more)
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The Cartographer
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cs.LG
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2.4K |
5 years ago |
| 30 |
Event-based Vision: A Survey
Guillermo Gallego, Tobi Delbruck, ... (+9 more)
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The Cartographer
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cs.CV
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2.3K |
7 years ago |
| 31 |
A Tutorial on UAVs for Wireless Networks: Applications, Challenges, and Open Problems
Mohammad Mozaffari, Walid Saad, ... (+3 more)
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The Cartographer
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cs.IT
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2.3K |
8 years ago |
| 32 |
A Survey of Motion Planning and Control Techniques for Self-driving Urban Vehicles
Brian Paden, Michal Cap, ... (+3 more)
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The Cartographer
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cs.RO
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2.3K |
10 years ago |
| 33 |
Deep Reinforcement Learning for Autonomous Driving: A Survey
B Ravi Kiran, Ibrahim Sobh, ... (+5 more)
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cs.LG
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2.2K |
6 years ago |
| 34 |
Explaining Explanations: An Overview of Interpretability of Machine Learning
Leilani H. Gilpin, David Bau, ... (+4 more)
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The Cartographer
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cs.AI
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2.1K |
8 years ago |
| 35 |
Federated Learning in Mobile Edge Networks: A Comprehensive Survey
Wei Yang Bryan Lim, Nguyen Cong Luong, ... (+6 more)
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The Cartographer
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cs.NI
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2.1K |
6 years ago |
| 36 |
A Survey of Indoor Localization Systems and Technologies
Faheem Zafari, Athanasios Gkelias, Kin Leung
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The Cartographer
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cs.NI
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2.1K |
8 years ago |
| 37 |
A Survey on Non-Orthogonal Multiple Access for 5G Networks: Research Challenges and Future Trends
Zhiguo Ding, Xianfu Lei, ... (+4 more)
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The Cartographer
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cs.IT
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2.1K |
8 years ago |
| 38 |
Generalizing from a Few Examples: A Survey on Few-Shot Learning
Yaqing Wang, Quanming Yao, ... (+2 more)
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The Cartographer
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cs.LG
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2.0K |
7 years ago |
| 39 |
Community detection in networks: A user guide
Santo Fortunato, Darko Hric
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The Cartographer
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physics.soc-ph
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2.0K |
9 years ago |
| 40 |
Tutorial on Variational Autoencoders
Carl Doersch
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The Cartographer
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stat.ML
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1.9K |
9 years ago |
| 41 |
A Comprehensive Survey of Graph Embedding: Problems, Techniques and Applications
Hongyun Cai, Vincent W. Zheng, Kevin Chen-Chuan Chang
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The Cartographer
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cs.AI
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1.9K |
8 years ago |
| 42 |
An overview of deep learning in medical imaging focusing on MRI
Alexander Selvikvåg Lundervold, Arvid Lundervold
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The Cartographer
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cs.CV
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1.8K |
7 years ago |
| 43 |
A Survey on Explainable Artificial Intelligence (XAI): Towards Medical XAI
Erico Tjoa, Cuntai Guan
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The Cartographer
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cs.LG
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1.8K |
6 years ago |
| 44 |
Aleatoric and Epistemic Uncertainty in Machine Learning: An Introduction to Concepts and Methods
Eyke Hüllermeier, Willem Waegeman
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The Cartographer
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cs.LG
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1.8K |
6 years ago |
| 45 |
Deep Learning for Sentiment Analysis : A Survey
Lei Zhang, Shuai Wang, Bing Liu
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The Cartographer
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cs.CL
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1.8K |
8 years ago |
| 46 |
NIPS 2016 Tutorial: Generative Adversarial Networks
Ian Goodfellow
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📚
The Cartographer
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cs.LG
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1.8K |
9 years ago |
| 47 |
Network Function Virtualization: State-of-the-art and Research Challenges
Rashid Mijumbi, Joan Serrat, ... (+4 more)
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The Cartographer
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cs.NI
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1.8K |
10 years ago |
| 48 |
Unmanned Aerial Vehicles: A Survey on Civil Applications and Key Research Challenges
Hazim Shakhatreh, Ahmad Sawalmeh, ... (+7 more)
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The Cartographer
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cs.RO
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1.8K |
8 years ago |
| 49 |
Deep learning in remote sensing: a review
Xiao Xiang Zhu, Devis Tuia, ... (+5 more)
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The Cartographer
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cs.CV
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1.8K |
8 years ago |
| 50 |
Deep Learning for Sensor-based Activity Recognition: A Survey
Jindong Wang, Yiqiang Chen, ... (+3 more)
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The Cartographer
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cs.CV
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1.8K |
8 years ago |