💀 The Wall of Shame

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

Page 2, showing 50 papers

# Paper Cause of Death Category Citations Published
51 TensorFlow: Large-Scale Machine Learning on Heterogeneous Distributed Systems
Martín Abadi, Ashish Agarwal, ... (+38 more)
👻 Ghosted cs.DC 11.6K 10 years ago
52 Aggregated Residual Transformations for Deep Neural Networks
Saining Xie, Ross Girshick, ... (+3 more)
🌅 Old Age cs.CV 11.4K 9 years ago
53 Retrieval-Augmented Generation for Knowledge-Intensive NLP Tasks
Patrick Lewis, Ethan Perez, ... (+10 more)
👻 Ghosted cs.CL 11.3K 5 years ago
54 mixup: Beyond Empirical Risk Minimization
Hongyi Zhang, Moustapha Cisse, ... (+2 more)
👻 Ghosted cs.LG 11.3K 8 years ago
55 Perceptual Losses for Real-Time Style Transfer and Super-Resolution
Justin Johnson, Alexandre Alahi, Li Fei-Fei
👻 Ghosted cs.CV 11.2K 10 years ago
56 Dropout as a Bayesian Approximation: Representing Model Uncertainty in Deep Learning
Yarin Gal, Zoubin Ghahramani
👻 Ghosted stat.ML 11.0K 10 years ago
57 Identity Mappings in Deep Residual Networks
Kaiming He, Xiangyu Zhang, ... (+2 more)
🌅 Old Age cs.CV 11.0K 10 years ago
58 Domain-Adversarial Training of Neural Networks
Yaroslav Ganin, Evgeniya Ustinova, ... (+6 more)
👻 Ghosted stat.ML 10.8K 10 years ago
59 Denoising Diffusion Implicit Models
Jiaming Song, Chenlin Meng, Stefano Ermon
👻 Ghosted cs.LG 10.7K 5 years ago
60 Show, Attend and Tell: Neural Image Caption Generation with Visual Attention
Kelvin Xu, Jimmy Ba, ... (+6 more)
👻 Ghosted cs.LG 10.6K 11 years ago
61 Enriching Word Vectors with Subword Information
Piotr Bojanowski, Edouard Grave, ... (+2 more)
👻 Ghosted cs.CL 10.5K 9 years ago
62 Improved Training of Wasserstein GANs
Ishaan Gulrajani, Faruk Ahmed, ... (+3 more)
👻 Ghosted cs.LG 10.5K 9 years ago
63 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
64 Learning Deep Features for Discriminative Localization
Bolei Zhou, Aditya Khosla, ... (+3 more)
👻 Ghosted cs.CV 10.3K 10 years ago
65 V-Net: Fully Convolutional Neural Networks for Volumetric Medical Image Segmentation
Fausto Milletari, Nassir Navab, Seyed-Ahmad Ahmadi
👻 Ghosted cs.CV 10.2K 9 years ago
66 Improved Techniques for Training GANs
Tim Salimans, Ian Goodfellow, ... (+4 more)
👻 Ghosted cs.LG 10.0K 9 years ago
67 Non-local Neural Networks
Xiaolong Wang, Ross Girshick, ... (+2 more)
🌅 Old Age cs.CV 9.9K 8 years ago
68 SGDR: Stochastic Gradient Descent with Warm Restarts
Ilya Loshchilov, Frank Hutter
🌅 Old Age cs.LG 9.8K 9 years ago
69 Asynchronous Methods for Deep Reinforcement Learning
Volodymyr Mnih, Adrià Puigdomènech Badia, ... (+6 more)
👻 Ghosted cs.LG 9.7K 10 years ago
70 Deep Compression: Compressing Deep Neural Networks with Pruning, Trained Quantization and Huffman Coding
Song Han, Huizi Mao, William J. Dally
👻 Ghosted cs.CV 9.7K 10 years ago
71 Rethinking Atrous Convolution for Semantic Image Segmentation
Liang-Chieh Chen, George Papandreou, ... (+2 more)
👻 Ghosted cs.CV 9.6K 8 years ago
72 Towards Evaluating the Robustness of Neural Networks
Nicholas Carlini, David Wagner
👻 Ghosted cs.CR 9.5K 9 years ago
73 Prototypical Networks for Few-shot Learning
Jake Snell, Kevin Swersky, Richard S. Zemel
👻 Ghosted cs.LG 9.5K 9 years ago
74 Score-Based Generative Modeling through Stochastic Differential Equations
Yang Song, Jascha Sohl-Dickstein, ... (+4 more)
👻 Ghosted cs.LG 9.3K 5 years ago
75 How Powerful are Graph Neural Networks?
Keyulu Xu, Weihua Hu, ... (+2 more)
👻 Ghosted cs.LG 9.3K 7 years ago
76 Convolutional LSTM Network: A Machine Learning Approach for Precipitation Nowcasting
Xingjian Shi, Zhourong Chen, ... (+4 more)
👻 Ghosted cs.CV 9.2K 10 years ago
77 XLNet: Generalized Autoregressive Pretraining for Language Understanding
Zhilin Yang, Zihang Dai, ... (+4 more)
🌅 Old Age cs.CL 9.2K 6 years ago
78 Multi-Scale Context Aggregation by Dilated Convolutions
Fisher Yu, Vladlen Koltun
👻 Ghosted cs.CV 9.2K 10 years ago
79 Deep Unsupervised Learning using Nonequilibrium Thermodynamics
Jascha Sohl-Dickstein, Eric A. Weiss, ... (+2 more)
👻 Ghosted cs.LG 9.2K 11 years ago
80 Quo Vadis, Action Recognition? A New Model and the Kinetics Dataset
Joao Carreira, Andrew Zisserman
👻 Ghosted cs.CV 9.1K 8 years ago
81 DistilBERT, a distilled version of BERT: smaller, faster, cheaper and lighter
Victor Sanh, Lysandre Debut, ... (+2 more)
👻 Ghosted cs.CL 9.1K 6 years ago
82 SQuAD: 100,000+ Questions for Machine Comprehension of Text
Pranav Rajpurkar, Jian Zhang, ... (+2 more)
👻 Ghosted cs.CL 9.1K 9 years ago
83 Overcoming catastrophic forgetting in neural networks
James Kirkpatrick, Razvan Pascanu, ... (+12 more)
👻 Ghosted cs.LG 9.1K 9 years ago
84 Deep Reinforcement Learning with Double Q-learning
Hado van Hasselt, Arthur Guez, David Silver
👻 Ghosted cs.LG 8.7K 10 years ago
85 Wide Residual Networks
Sergey Zagoruyko, Nikos Komodakis
🌅 Old Age cs.CV 8.7K 9 years ago
86 Neural Message Passing for Quantum Chemistry
Justin Gilmer, Samuel S. Schoenholz, ... (+3 more)
👻 Ghosted cs.LG 8.6K 8 years ago
87 Training data-efficient image transformers & distillation through attention
Hugo Touvron, Matthieu Cord, ... (+4 more)
👻 Ghosted cs.CV 8.5K 5 years ago
88 Neural Machine Translation of Rare Words with Subword Units
Rico Sennrich, Barry Haddow, Alexandra Birch
👻 Ghosted cs.CL 8.5K 10 years ago
89 Convolutional Neural Networks on Graphs with Fast Localized Spectral Filtering
Michaël Defferrard, Xavier Bresson, Pierre Vandergheynst
👻 Ghosted cs.LG 8.3K 9 years ago
90 Effective Approaches to Attention-based Neural Machine Translation
Minh-Thang Luong, Hieu Pham, Christopher D. Manning
👻 Ghosted cs.CL 8.3K 10 years ago
91 Progressive Growing of GANs for Improved Quality, Stability, and Variation
Tero Karras, Timo Aila, ... (+2 more)
👻 Ghosted cs.NE 8.2K 8 years ago
92 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
93 GLUE: A Multi-Task Benchmark and Analysis Platform for Natural Language Understanding
Alex Wang, Amanpreet Singh, ... (+4 more)
👻 Ghosted cs.CL 8.2K 7 years ago
94 Matching Networks for One Shot Learning
Oriol Vinyals, Charles Blundell, ... (+3 more)
👻 Ghosted cs.LG 8.1K 9 years ago
95 UNet++: A Nested U-Net Architecture for Medical Image Segmentation
Zongwei Zhou, Md Mahfuzur Rahman Siddiquee, ... (+2 more)
👻 Ghosted cs.CV 8.1K 7 years ago
96 ShuffleNet: An Extremely Efficient Convolutional Neural Network for Mobile Devices
Xiangyu Zhang, Xinyu Zhou, ... (+2 more)
👻 Ghosted cs.CV 8.0K 8 years ago
97 WaveNet: A Generative Model for Raw Audio
Aaron van den Oord, Sander Dieleman, ... (+7 more)
👻 Ghosted cs.SD 8.0K 9 years ago
98 Beyond a Gaussian Denoiser: Residual Learning of Deep CNN for Image Denoising
Kai Zhang, Wangmeng Zuo, ... (+3 more)
👻 Ghosted cs.CV 7.9K 9 years ago
99 Spatial Transformer Networks
Max Jaderberg, Karen Simonyan, ... (+2 more)
👻 Ghosted cs.CV 7.9K 10 years ago
100 Unsupervised Cross-lingual Representation Learning at Scale
Alexis Conneau, Kartikay Khandelwal, ... (+8 more)
👻 Ghosted cs.CL 7.9K 6 years ago