💀 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 Deep Residual Learning for Image Recognition
Kaiming He, Xiangyu Zhang, ... (+2 more)
🌅 Old Age cs.CV 220.4K 10 years ago
2 Attention Is All You Need
Ashish Vaswani, Noam Shazeer, ... (+6 more)
🌅 Old Age cs.CL 166.0K 8 years ago
3 BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding
Jacob Devlin, Ming-Wei Chang, ... (+2 more)
🌅 Old Age cs.CL 110.2K 7 years ago
4 Faster R-CNN: Towards Real-Time Object Detection with Region Proposal Networks
Shaoqing Ren, Kaiming He, ... (+2 more)
🌅 Old Age cs.CV 70.4K 11 years ago
5 Batch Normalization: Accelerating Deep Network Training by Reducing Internal Covariate Shift
Sergey Ioffe, Christian Szegedy
🏛️ Transcended cs.LG 46.0K 11 years ago
6 SSD: Single Shot MultiBox Detector
Wei Liu, Dragomir Anguelov, ... (+5 more)
🌅 Old Age cs.CV 33.8K 10 years ago
7 Squeeze-and-Excitation Networks
Jie Hu, Li Shen, ... (+3 more)
🌅 Old Age cs.CV 32.3K 8 years ago
8 Fast R-CNN
Ross Girshick
🌅 Old Age cs.CV 27.7K 11 years ago
9 Grad-CAM: Visual Explanations from Deep Networks via Gradient-based Localization
Ramprasaath R. Selvaraju, Michael Cogswell, ... (+4 more)
🌅 Old Age cs.CV 24.9K 9 years ago
10 Distilling the Knowledge in a Neural Network
Geoffrey Hinton, Oriol Vinyals, Jeff Dean
🏛️ Transcended stat.ML 22.9K 11 years ago
11 Delving Deep into Rectifiers: Surpassing Human-Level Performance on ImageNet Classification
Kaiming He, Xiangyu Zhang, ... (+2 more)
🏛️ Transcended cs.CV 20.1K 11 years ago
12 Continuous control with deep reinforcement learning
Timothy P. Lillicrap, Jonathan J. Hunt, ... (+6 more)
🏛️ Transcended cs.LG 14.9K 10 years ago
13 Momentum Contrast for Unsupervised Visual Representation Learning
Kaiming He, Haoqi Fan, ... (+3 more)
📜 Death by README cs.CV 14.3K 6 years ago
14 Model-Agnostic Meta-Learning for Fast Adaptation of Deep Networks
Chelsea Finn, Pieter Abbeel, Sergey Levine
🌅 Old Age cs.LG 13.8K 9 years ago
15 Layer Normalization
Jimmy Lei Ba, Jamie Ryan Kiros, Geoffrey E. Hinton
🏛️ Transcended stat.ML 12.0K 9 years ago
16 Aggregated Residual Transformations for Deep Neural Networks
Saining Xie, Ross Girshick, ... (+3 more)
🌅 Old Age cs.CV 11.4K 9 years ago
17 Identity Mappings in Deep Residual Networks
Kaiming He, Xiangyu Zhang, ... (+2 more)
🌅 Old Age cs.CV 11.0K 10 years ago
18 Soft Actor-Critic: Off-Policy Maximum Entropy Deep Reinforcement Learning with a Stochastic Actor
Tuomas Haarnoja, Aurick Zhou, ... (+2 more)
🌅 Old Age cs.LG 10.4K 8 years ago
19 Non-local Neural Networks
Xiaolong Wang, Ross Girshick, ... (+2 more)
🌅 Old Age cs.CV 9.9K 8 years ago
20 SGDR: Stochastic Gradient Descent with Warm Restarts
Ilya Loshchilov, Frank Hutter
🌅 Old Age cs.LG 9.8K 9 years ago
21 Asynchronous Methods for Deep Reinforcement Learning
Volodymyr Mnih, Adrià Puigdomènech Badia, ... (+6 more)
🏛️ Transcended cs.LG 9.7K 10 years ago
22 Convolutional LSTM Network: A Machine Learning Approach for Precipitation Nowcasting
Xingjian Shi, Zhourong Chen, ... (+4 more)
🏛️ Transcended cs.CV 9.2K 10 years ago
23 XLNet: Generalized Autoregressive Pretraining for Language Understanding
Zhilin Yang, Zihang Dai, ... (+4 more)
🌅 Old Age cs.CL 9.2K 6 years ago
24 Overcoming catastrophic forgetting in neural networks
James Kirkpatrick, Razvan Pascanu, ... (+12 more)
🏛️ Transcended cs.LG 9.1K 9 years ago
25 Deep Reinforcement Learning with Double Q-learning
Hado van Hasselt, Arthur Guez, David Silver
🏛️ Transcended cs.LG 8.7K 10 years ago
26 Wide Residual Networks
Sergey Zagoruyko, Nikos Komodakis
🌅 Old Age cs.CV 8.7K 10 years ago
27 Effective Approaches to Attention-based Neural Machine Translation
Minh-Thang Luong, Hieu Pham, Christopher D. Manning
🏛️ Transcended cs.CL 8.3K 10 years ago
28 SqueezeNet: AlexNet-level accuracy with 50x fewer parameters and <0.5MB model size
Forrest N. Iandola, Song Han, ... (+4 more)
🌅 Old Age cs.CV 8.2K 10 years ago
29 Matching Networks for One Shot Learning
Oriol Vinyals, Charles Blundell, ... (+3 more)
🏛️ Transcended cs.LG 8.1K 9 years ago
30 WaveNet: A Generative Model for Raw Audio
Aaron van den Oord, Sander Dieleman, ... (+7 more)
🏛️ Transcended cs.SD 8.0K 9 years ago
31 Spatial Transformer Networks
Max Jaderberg, Karen Simonyan, ... (+2 more)
🏛️ Transcended cs.CV 7.9K 11 years ago
32 Advances and Open Problems in Federated Learning
Peter Kairouz, H. Brendan McMahan, ... (+57 more)
📚 The Cartographer cs.LG 7.8K 6 years ago
33 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
34 3D U-Net: Learning Dense Volumetric Segmentation from Sparse Annotation
Özgün Çiçek, Ahmed Abdulkadir, ... (+3 more)
🏛️ Transcended cs.CV 7.6K 9 years ago
35 Simple and Scalable Predictive Uncertainty Estimation using Deep Ensembles
Balaji Lakshminarayanan, Alexander Pritzel, Charles Blundell
🏛️ Transcended stat.ML 7.0K 9 years ago
36 Deformable DETR: Deformable Transformers for End-to-End Object Detection
Xizhou Zhu, Weijie Su, ... (+4 more)
🌅 Old Age cs.CV 6.8K 5 years ago
37 An overview of gradient descent optimization algorithms
Sebastian Ruder
📚 The Cartographer cs.LG 6.8K 9 years ago
38 Graph Neural Networks: A Review of Methods and Applications
Jie Zhou, Ganqu Cui, ... (+7 more)
📚 The Cartographer cs.LG 6.6K 7 years ago
39 R-FCN: Object Detection via Region-based Fully Convolutional Networks
Jifeng Dai, Yi Li, ... (+2 more)
🌅 Old Age cs.CV 6.0K 10 years ago
40 Fast and Accurate Deep Network Learning by Exponential Linear Units (ELUs)
Djork-Arné Clevert, Thomas Unterthiner, Sepp Hochreiter
🏛️ Transcended cs.LG 6.0K 10 years ago
41 LSTM: A Search Space Odyssey
Klaus Greff, Rupesh Kumar Srivastava, ... (+3 more)
🏛️ Transcended cs.NE 6.0K 11 years ago
42 Cascade R-CNN: Delving into High Quality Object Detection
Zhaowei Cai, Nuno Vasconcelos
🌅 Old Age cs.CV 5.8K 8 years ago
43 Recent Advances in Convolutional Neural Networks
Jiuxiang Gu, Zhenhua Wang, ... (+10 more)
📚 The Cartographer cs.CV 5.8K 10 years ago
44 Neural Architecture Search with Reinforcement Learning
Barret Zoph, Quoc V. Le
👻 Ghosted cs.LG 5.8K 9 years ago
45 Federated Learning: Challenges, Methods, and Future Directions
Tian Li, Anit Kumar Sahu, ... (+2 more)
📚 The Cartographer cs.LG 5.6K 6 years ago
46 What Uncertainties Do We Need in Bayesian Deep Learning for Computer Vision?
Alex Kendall, Yarin Gal
🏛️ Transcended cs.CV 5.5K 9 years ago
47 A Comprehensive Survey on Transfer Learning
Fuzhen Zhuang, Zhiyuan Qi, ... (+6 more)
📚 The Cartographer cs.LG 5.5K 6 years ago
48 Variational Inference: A Review for Statisticians
David M. Blei, Alp Kucukelbir, Jon D. McAuliffe
📚 The Cartographer stat.CO 5.4K 10 years ago
49 Federated Learning: Strategies for Improving Communication Efficiency
Jakub Konečný, H. Brendan McMahan, ... (+4 more)
👻 Ghosted cs.LG 5.2K 9 years ago
50 In-Datacenter Performance Analysis of a Tensor Processing Unit
Norman P. Jouppi, Cliff Young, ... (+73 more)
👻 Ghosted cs.AR 5.1K 9 years ago