💀 The Wall of Shame

The most cited papers with no code. Sorted by the weight of their sins.

Page 1, showing 50 papers

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