💀 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 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
52 Improved Techniques for Training GANs
Tim Salimans, Ian Goodfellow, ... (+4 more)
👻 Ghosted cs.LG 10.0K 9 years ago
53 Asynchronous Methods for Deep Reinforcement Learning
Volodymyr Mnih, Adrià Puigdomènech Badia, ... (+6 more)
👻 Ghosted cs.LG 9.7K 10 years ago
54 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
55 Rethinking Atrous Convolution for Semantic Image Segmentation
Liang-Chieh Chen, George Papandreou, ... (+2 more)
👻 Ghosted cs.CV 9.6K 8 years ago
56 Towards Evaluating the Robustness of Neural Networks
Nicholas Carlini, David Wagner
👻 Ghosted cs.CR 9.5K 9 years ago
57 Prototypical Networks for Few-shot Learning
Jake Snell, Kevin Swersky, Richard S. Zemel
👻 Ghosted cs.LG 9.5K 9 years ago
58 Score-Based Generative Modeling through Stochastic Differential Equations
Yang Song, Jascha Sohl-Dickstein, ... (+4 more)
👻 Ghosted cs.LG 9.3K 5 years ago
59 How Powerful are Graph Neural Networks?
Keyulu Xu, Weihua Hu, ... (+2 more)
👻 Ghosted cs.LG 9.3K 7 years ago
60 Convolutional LSTM Network: A Machine Learning Approach for Precipitation Nowcasting
Xingjian Shi, Zhourong Chen, ... (+4 more)
👻 Ghosted cs.CV 9.2K 10 years ago
61 Multi-Scale Context Aggregation by Dilated Convolutions
Fisher Yu, Vladlen Koltun
👻 Ghosted cs.CV 9.2K 10 years ago
62 Deep Unsupervised Learning using Nonequilibrium Thermodynamics
Jascha Sohl-Dickstein, Eric A. Weiss, ... (+2 more)
👻 Ghosted cs.LG 9.2K 11 years ago
63 Quo Vadis, Action Recognition? A New Model and the Kinetics Dataset
Joao Carreira, Andrew Zisserman
👻 Ghosted cs.CV 9.1K 8 years ago
64 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
65 SQuAD: 100,000+ Questions for Machine Comprehension of Text
Pranav Rajpurkar, Jian Zhang, ... (+2 more)
👻 Ghosted cs.CL 9.1K 9 years ago
66 Overcoming catastrophic forgetting in neural networks
James Kirkpatrick, Razvan Pascanu, ... (+12 more)
👻 Ghosted cs.LG 9.1K 9 years ago
67 Deep Reinforcement Learning with Double Q-learning
Hado van Hasselt, Arthur Guez, David Silver
👻 Ghosted cs.LG 8.7K 10 years ago
68 Neural Message Passing for Quantum Chemistry
Justin Gilmer, Samuel S. Schoenholz, ... (+3 more)
👻 Ghosted cs.LG 8.6K 8 years ago
69 Training data-efficient image transformers & distillation through attention
Hugo Touvron, Matthieu Cord, ... (+4 more)
👻 Ghosted cs.CV 8.5K 5 years ago
70 Neural Machine Translation of Rare Words with Subword Units
Rico Sennrich, Barry Haddow, Alexandra Birch
👻 Ghosted cs.CL 8.5K 10 years ago
71 Convolutional Neural Networks on Graphs with Fast Localized Spectral Filtering
Michaël Defferrard, Xavier Bresson, Pierre Vandergheynst
👻 Ghosted cs.LG 8.3K 9 years ago
72 Effective Approaches to Attention-based Neural Machine Translation
Minh-Thang Luong, Hieu Pham, Christopher D. Manning
👻 Ghosted cs.CL 8.3K 10 years ago
73 Progressive Growing of GANs for Improved Quality, Stability, and Variation
Tero Karras, Timo Aila, ... (+2 more)
👻 Ghosted cs.NE 8.2K 8 years ago
74 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
75 Matching Networks for One Shot Learning
Oriol Vinyals, Charles Blundell, ... (+3 more)
👻 Ghosted cs.LG 8.1K 9 years ago
76 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
77 ShuffleNet: An Extremely Efficient Convolutional Neural Network for Mobile Devices
Xiangyu Zhang, Xinyu Zhou, ... (+2 more)
👻 Ghosted cs.CV 8.0K 8 years ago
78 WaveNet: A Generative Model for Raw Audio
Aaron van den Oord, Sander Dieleman, ... (+7 more)
👻 Ghosted cs.SD 8.0K 9 years ago
79 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
80 Spatial Transformer Networks
Max Jaderberg, Karen Simonyan, ... (+2 more)
👻 Ghosted cs.CV 7.9K 10 years ago
81 Unsupervised Cross-lingual Representation Learning at Scale
Alexis Conneau, Kartikay Khandelwal, ... (+8 more)
👻 Ghosted cs.CL 7.9K 6 years ago
82 Advances and Open Problems in Federated Learning
Peter Kairouz, H. Brendan McMahan, ... (+57 more)
👻 Ghosted cs.LG 7.8K 6 years ago
83 Explainable Artificial Intelligence (XAI): Concepts, Taxonomies, Opportunities and Challenges toward Responsible AI
Alejandro Barredo Arrieta, Natalia Díaz-Rodríguez, ... (+10 more)
👻 Ghosted cs.AI 7.8K 6 years ago
84 Trust Region Policy Optimization
John Schulman, Sergey Levine, ... (+3 more)
👻 Ghosted cs.LG 7.6K 11 years ago
85 wav2vec 2.0: A Framework for Self-Supervised Learning of Speech Representations
Alexei Baevski, Henry Zhou, ... (+2 more)
👻 Ghosted cs.CL 7.6K 5 years ago
86 3D U-Net: Learning Dense Volumetric Segmentation from Sparse Annotation
Özgün Çiçek, Ahmed Abdulkadir, ... (+3 more)
👻 Ghosted cs.CV 7.6K 9 years ago
87 nuScenes: A multimodal dataset for autonomous driving
Holger Caesar, Varun Bankiti, ... (+8 more)
👻 Ghosted cs.LG 7.4K 7 years ago
88 Learning both Weights and Connections for Efficient Neural Networks
Song Han, Jeff Pool, ... (+2 more)
👻 Ghosted cs.NE 7.4K 10 years ago
89 Axiomatic Attribution for Deep Networks
Mukund Sundararajan, Ankur Taly, Qiqi Yan
👻 Ghosted cs.LG 7.3K 9 years ago
90 Deep Learning with Differential Privacy
Martín Abadi, Andy Chu, ... (+5 more)
👻 Ghosted stat.ML 7.2K 9 years ago
91 On Calibration of Modern Neural Networks
Chuan Guo, Geoff Pleiss, ... (+2 more)
👻 Ghosted cs.LG 7.2K 8 years ago
92 Google's Neural Machine Translation System: Bridging the Gap between Human and Machine Translation
Yonghui Wu, Mike Schuster, ... (+29 more)
👻 Ghosted cs.CL 7.2K 9 years ago
93 Realtime Multi-Person 2D Pose Estimation using Part Affinity Fields
Zhe Cao, Tomas Simon, ... (+2 more)
👻 Ghosted cs.CV 7.1K 9 years ago
94 Federated Optimization in Heterogeneous Networks
Tian Li, Anit Kumar Sahu, ... (+4 more)
👻 Ghosted cs.LG 7.0K 7 years ago
95 Simple and Scalable Predictive Uncertainty Estimation using Deep Ensembles
Balaji Lakshminarayanan, Alexander Pritzel, Charles Blundell
👻 Ghosted stat.ML 7.0K 9 years ago
96 Enhanced Deep Residual Networks for Single Image Super-Resolution
Bee Lim, Sanghyun Son, ... (+3 more)
👻 Ghosted cs.CV 6.9K 8 years ago
97 Accurate Image Super-Resolution Using Very Deep Convolutional Networks
Jiwon Kim, Jung Kwon Lee, Kyoung Mu Lee
👻 Ghosted cs.CV 6.8K 10 years ago
98 Character-level Convolutional Networks for Text Classification
Xiang Zhang, Junbo Zhao, Yann LeCun
👻 Ghosted cs.LG 6.8K 10 years ago
99 An overview of gradient descent optimization algorithms
Sebastian Ruder
👻 Ghosted cs.LG 6.8K 9 years ago
100 Neural Collaborative Filtering
Xiangnan He, Lizi Liao, ... (+4 more)
👻 Ghosted cs.IR 6.8K 8 years ago