💀 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 Attention Is All You Need
Ashish Vaswani, Noam Shazeer, ... (+6 more)
🌅 Old Age cs.CL 166.0K 8 years ago
2 Convolutional LSTM Network: A Machine Learning Approach for Precipitation Nowcasting
Xingjian Shi, Zhourong Chen, ... (+4 more)
🏛️ Transcended cs.CV 9.2K 10 years ago
3 XLNet: Generalized Autoregressive Pretraining for Language Understanding
Zhilin Yang, Zihang Dai, ... (+4 more)
🌅 Old Age cs.CL 9.2K 6 years ago
4 Matching Networks for One Shot Learning
Oriol Vinyals, Charles Blundell, ... (+3 more)
🏛️ Transcended cs.LG 8.1K 9 years ago
5 Spatial Transformer Networks
Max Jaderberg, Karen Simonyan, ... (+2 more)
🏛️ Transcended cs.CV 7.9K 11 years ago
6 Simple and Scalable Predictive Uncertainty Estimation using Deep Ensembles
Balaji Lakshminarayanan, Alexander Pritzel, Charles Blundell
🏛️ Transcended stat.ML 7.0K 9 years ago
7 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
8 What Uncertainties Do We Need in Bayesian Deep Learning for Computer Vision?
Alex Kendall, Yarin Gal
🏛️ Transcended cs.CV 5.5K 9 years ago
9 Equality of Opportunity in Supervised Learning
Moritz Hardt, Eric Price, Nathan Srebro
👻 Ghosted cs.LG 4.9K 9 years ago
10 Convolutional Networks on Graphs for Learning Molecular Fingerprints
David Duvenaud, Dougal Maclaurin, ... (+5 more)
👻 Ghosted cs.LG 3.6K 10 years ago
11 Generative Adversarial Imitation Learning
Jonathan Ho, Stefano Ermon
👻 Ghosted cs.LG 3.5K 9 years ago
12 Glow: Generative Flow with Invertible 1x1 Convolutions
Diederik P. Kingma, Prafulla Dhariwal
🌅 Old Age stat.ML 3.5K 7 years ago
13 Pointer Networks
Oriol Vinyals, Meire Fortunato, Navdeep Jaitly
👻 Ghosted stat.ML 3.3K 10 years ago
14 Attention-Based Models for Speech Recognition
Jan Chorowski, Dzmitry Bahdanau, ... (+3 more)
👻 Ghosted cs.CL 2.7K 10 years ago
15 Deep Leakage from Gradients
Ligeng Zhu, Zhijian Liu, Song Han
👻 Ghosted cs.LG 2.7K 6 years ago
16 Unsupervised Data Augmentation for Consistency Training
Qizhe Xie, Zihang Dai, ... (+3 more)
🌅 Old Age cs.LG 2.6K 7 years ago
17 Skip-Thought Vectors
Ryan Kiros, Yukun Zhu, ... (+5 more)
👻 Ghosted cs.CL 2.5K 10 years ago
18 Learning Structured Sparsity in Deep Neural Networks
Wei Wen, Chunpeng Wu, ... (+3 more)
🌅 Old Age cs.NE 2.5K 9 years ago
19 A Simple Unified Framework for Detecting Out-of-Distribution Samples and Adversarial Attacks
Kimin Lee, Kibok Lee, ... (+2 more)
👻 Ghosted stat.ML 2.4K 7 years ago
20 Hierarchical Graph Representation Learning with Differentiable Pooling
Rex Ying, Jiaxuan You, ... (+4 more)
👻 Ghosted cs.LG 2.4K 7 years ago
21 Continual Learning with Deep Generative Replay
Hanul Shin, Jung Kwon Lee, ... (+2 more)
👻 Ghosted cs.AI 2.4K 9 years ago
22 Deep Generative Image Models using a Laplacian Pyramid of Adversarial Networks
Emily Denton, Soumith Chintala, ... (+2 more)
👻 Ghosted cs.CV 2.3K 10 years ago
23 Sanity Checks for Saliency Maps
Julius Adebayo, Justin Gilmer, ... (+4 more)
👻 Ghosted cs.CV 2.3K 7 years ago
24 Scheduled Sampling for Sequence Prediction with Recurrent Neural Networks
Samy Bengio, Oriol Vinyals, ... (+2 more)
👻 Ghosted cs.LG 2.2K 10 years ago
25 Visualizing the Loss Landscape of Neural Nets
Hao Li, Zheng Xu, ... (+3 more)
🌅 Old Age cs.LG 2.2K 8 years ago
26 Learning to learn by gradient descent by gradient descent
Marcin Andrychowicz, Misha Denil, ... (+6 more)
👻 Ghosted cs.NE 2.2K 9 years ago
27 Learning a Probabilistic Latent Space of Object Shapes via 3D Generative-Adversarial Modeling
Jiajun Wu, Chengkai Zhang, ... (+3 more)
👻 Ghosted cs.CV 2.1K 9 years ago
28 Understanding the Effective Receptive Field in Deep Convolutional Neural Networks
Wenjie Luo, Yujia Li, ... (+2 more)
👻 Ghosted cs.CV 2.1K 9 years ago
29 Weight Normalization: A Simple Reparameterization to Accelerate Training of Deep Neural Networks
Tim Salimans, Diederik P. Kingma
👻 Ghosted cs.LG 2.1K 10 years ago
30 Federated Multi-Task Learning
Virginia Smith, Chao-Kai Chiang, ... (+2 more)
👻 Ghosted cs.LG 2.0K 9 years ago
31 Adversarial Examples Are Not Bugs, They Are Features
Andrew Ilyas, Shibani Santurkar, ... (+4 more)
👻 Ghosted stat.ML 2.0K 7 years ago
32 Improving Variational Inference with Inverse Autoregressive Flow
Diederik P. Kingma, Tim Salimans, ... (+4 more)
👻 Ghosted cs.LG 2.0K 9 years ago
33 Tackling the Objective Inconsistency Problem in Heterogeneous Federated Optimization
Jianyu Wang, Qinghua Liu, ... (+3 more)
👻 Ghosted cs.LG 1.8K 5 years ago
34 Learning to Communicate with Deep Multi-Agent Reinforcement Learning
Jakob N. Foerster, Yannis M. Assael, ... (+2 more)
👻 Ghosted cs.AI 1.8K 10 years ago
35 Counterfactual Fairness
Matt J. Kusner, Joshua R. Loftus, ... (+2 more)
👻 Ghosted stat.ML 1.8K 9 years ago
36 f-GAN: Training Generative Neural Samplers using Variational Divergence Minimization
Sebastian Nowozin, Botond Cseke, Ryota Tomioka
👻 Ghosted stat.ML 1.8K 10 years ago
37 Energy-based Out-of-distribution Detection
Weitang Liu, Xiaoyun Wang, ... (+2 more)
👻 Ghosted cs.LG 1.7K 5 years ago
38 Training Very Deep Networks
Rupesh Kumar Srivastava, Klaus Greff, Jürgen Schmidhuber
👻 Ghosted cs.LG 1.7K 10 years ago
39 Hierarchical Question-Image Co-Attention for Visual Question Answering
Jiasen Lu, Jianwei Yang, ... (+2 more)
👻 Ghosted cs.CV 1.7K 10 years ago
40 Coupled Generative Adversarial Networks
Ming-Yu Liu, Oncel Tuzel
👻 Ghosted cs.CV 1.7K 9 years ago
41 How Does Batch Normalization Help Optimization?
Shibani Santurkar, Dimitris Tsipras, ... (+2 more)
👻 Ghosted stat.ML 1.7K 8 years ago
42 A simple neural network module for relational reasoning
Adam Santoro, David Raposo, ... (+5 more)
👻 Ghosted cs.CL 1.7K 9 years ago
43 Learning Combinatorial Optimization Algorithms over Graphs
Hanjun Dai, Elias B. Khalil, ... (+3 more)
👻 Ghosted cs.LG 1.6K 9 years ago
44 Variational Dropout and the Local Reparameterization Trick
Diederik P. Kingma, Tim Salimans, Max Welling
👻 Ghosted stat.ML 1.6K 10 years ago
45 Unifying Count-Based Exploration and Intrinsic Motivation
Marc G. Bellemare, Sriram Srinivasan, ... (+4 more)
👻 Ghosted cs.AI 1.6K 9 years ago
46 Gradient Surgery for Multi-Task Learning
Tianhe Yu, Saurabh Kumar, ... (+4 more)
🌅 Old Age cs.LG 1.6K 6 years ago
47 Unsupervised Domain Adaptation with Residual Transfer Networks
Mingsheng Long, Han Zhu, ... (+2 more)
👻 Ghosted cs.LG 1.6K 10 years ago
48 Multi-Task Learning as Multi-Objective Optimization
Ozan Sener, Vladlen Koltun
👻 Ghosted cs.LG 1.6K 7 years ago
49 Generating Videos with Scene Dynamics
Carl Vondrick, Hamed Pirsiavash, Antonio Torralba
👻 Ghosted cs.CV 1.6K 9 years ago
50 Domain Separation Networks
Konstantinos Bousmalis, George Trigeorgis, ... (+3 more)
👻 Ghosted cs.CV 1.6K 9 years ago