💀 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 Continuous control with deep reinforcement learning
Timothy P. Lillicrap, Jonathan J. Hunt, ... (+6 more)
🏛️ Transcended cs.LG 14.9K 10 years ago
2 SGDR: Stochastic Gradient Descent with Warm Restarts
Ilya Loshchilov, Frank Hutter
🌅 Old Age cs.LG 9.8K 9 years ago
3 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
4 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
5 Neural Architecture Search with Reinforcement Learning
Barret Zoph, Quoc V. Le
👻 Ghosted cs.LG 5.8K 9 years ago
6 DARTS: Differentiable Architecture Search
Hanxiao Liu, Karen Simonyan, Yiming Yang
🌅 Old Age cs.LG 4.8K 7 years ago
7 Density estimation using Real NVP
Laurent Dinh, Jascha Sohl-Dickstein, Samy Bengio
👻 Ghosted cs.LG 4.2K 10 years ago
8 Pruning Filters for Efficient ConvNets
Hao Li, Asim Kadav, ... (+3 more)
👻 Ghosted cs.CV 4.0K 9 years ago
9 Gated Graph Sequence Neural Networks
Yujia Li, Daniel Tarlow, ... (+2 more)
👻 Ghosted cs.LG 3.5K 10 years ago
10 Adversarial Machine Learning at Scale
Alexey Kurakin, Ian Goodfellow, Samy Bengio
👻 Ghosted cs.CV 3.3K 9 years ago
11 On Large-Batch Training for Deep Learning: Generalization Gap and Sharp Minima
Nitish Shirish Keskar, Dheevatsa Mudigere, ... (+3 more)
👻 Ghosted cs.LG 3.3K 9 years ago
12 Ensemble Adversarial Training: Attacks and Defenses
Florian Tramèr, Alexey Kurakin, ... (+4 more)
👻 Ghosted stat.ML 3.0K 9 years ago
13 Paying More Attention to Attention: Improving the Performance of Convolutional Neural Networks via Attention Transfer
Sergey Zagoruyko, Nikos Komodakis
🌅 Old Age cs.CV 2.9K 9 years ago
14 Learning deep representations by mutual information estimation and maximization
R Devon Hjelm, Alex Fedorov, ... (+5 more)
👻 Ghosted stat.ML 2.9K 7 years ago
15 Temporal Ensembling for Semi-Supervised Learning
Samuli Laine, Timo Aila
👻 Ghosted cs.NE 2.8K 9 years ago
16 The Concrete Distribution: A Continuous Relaxation of Discrete Random Variables
Chris J. Maddison, Andriy Mnih, Yee Whye Teh
👻 Ghosted cs.LG 2.7K 9 years ago
17 Session-based Recommendations with Recurrent Neural Networks
Balázs Hidasi, Alexandros Karatzoglou, ... (+2 more)
👻 Ghosted cs.LG 2.7K 10 years ago
18 RotatE: Knowledge Graph Embedding by Relational Rotation in Complex Space
Zhiqing Sun, Zhi-Hong Deng, ... (+2 more)
👻 Ghosted cs.LG 2.6K 7 years ago
19 A Structured Self-attentive Sentence Embedding
Zhouhan Lin, Minwei Feng, ... (+5 more)
👻 Ghosted cs.CL 2.3K 9 years ago
20 Variational image compression with a scale hyperprior
Johannes Ballé, David Minnen, ... (+3 more)
👻 Ghosted eess.IV 2.2K 8 years ago
21 Deep Variational Information Bottleneck
Alexander A. Alemi, Ian Fischer, ... (+2 more)
👻 Ghosted cs.LG 2.0K 9 years ago
22 Deep multi-scale video prediction beyond mean square error
Michael Mathieu, Camille Couprie, Yann LeCun
👻 Ghosted cs.LG 2.0K 10 years ago
23 Predict then Propagate: Graph Neural Networks meet Personalized PageRank
Johannes Gasteiger, Aleksandar Bojchevski, Stephan Günnemann
👻 Ghosted cs.LG 1.9K 7 years ago
24 End-to-end Optimized Image Compression
Johannes Ballé, Valero Laparra, Eero P. Simoncelli
👻 Ghosted cs.CV 1.9K 9 years ago
25 Robustness May Be at Odds with Accuracy
Dimitris Tsipras, Shibani Santurkar, ... (+3 more)
👻 Ghosted stat.ML 1.9K 8 years ago
26 Delving into Transferable Adversarial Examples and Black-box Attacks
Yanpei Liu, Xinyun Chen, ... (+2 more)
👻 Ghosted cs.LG 1.9K 9 years ago
27 Adversarial Feature Learning
Jeff Donahue, Philipp Krähenbühl, Trevor Darrell
👻 Ghosted cs.LG 1.9K 10 years ago
28 HyperNetworks
David Ha, Andrew Dai, Quoc V. Le
👻 Ghosted cs.LG 1.8K 9 years ago
29 VL-BERT: Pre-training of Generic Visual-Linguistic Representations
Weijie Su, Xizhou Zhu, ... (+5 more)
💀 404 Not Found cs.CV 1.8K 6 years ago
30 Word Translation Without Parallel Data
Alexis Conneau, Guillaume Lample, ... (+3 more)
👻 Ghosted cs.CL 1.7K 8 years ago
31 Sequence Level Training with Recurrent Neural Networks
Marc'Aurelio Ranzato, Sumit Chopra, ... (+2 more)
👻 Ghosted cs.LG 1.7K 10 years ago
32 Neural Combinatorial Optimization with Reinforcement Learning
Irwan Bello, Hieu Pham, ... (+3 more)
👻 Ghosted cs.AI 1.7K 9 years ago
33 Efficient Lifelong Learning with A-GEM
Arslan Chaudhry, Marc'Aurelio Ranzato, ... (+2 more)
👻 Ghosted cs.LG 1.7K 7 years ago
34 Rethinking the Value of Network Pruning
Zhuang Liu, Mingjie Sun, ... (+3 more)
👻 Ghosted cs.LG 1.6K 7 years ago
35 DropEdge: Towards Deep Graph Convolutional Networks on Node Classification
Yu Rong, Wenbing Huang, ... (+2 more)
💀 404 Not Found cs.LG 1.6K 6 years ago
36 Countering Adversarial Images using Input Transformations
Chuan Guo, Mayank Rana, ... (+2 more)
👻 Ghosted cs.CV 1.5K 8 years ago
37 Designing Neural Network Architectures using Reinforcement Learning
Bowen Baker, Otkrist Gupta, ... (+2 more)
👻 Ghosted cs.LG 1.5K 9 years ago
38 AugMix: A Simple Data Processing Method to Improve Robustness and Uncertainty
Dan Hendrycks, Norman Mu, ... (+4 more)
🌅 Old Age stat.ML 1.5K 6 years ago
39 Meta-Learning with Latent Embedding Optimization
Andrei A. Rusu, Dushyant Rao, ... (+5 more)
👻 Ghosted cs.LG 1.5K 7 years ago
40 Decoupling Representation and Classifier for Long-Tailed Recognition
Bingyi Kang, Saining Xie, ... (+5 more)
🌅 Old Age cs.CV 1.4K 6 years ago
41 To prune, or not to prune: exploring the efficacy of pruning for model compression
Michael Zhu, Suyog Gupta
👻 Ghosted stat.ML 1.4K 8 years ago
42 SNIP: Single-shot Network Pruning based on Connection Sensitivity
Namhoon Lee, Thalaiyasingam Ajanthan, Philip H. S. Torr
👻 Ghosted cs.CV 1.4K 7 years ago
43 Lifelong Learning with Dynamically Expandable Networks
Jaehong Yoon, Eunho Yang, ... (+2 more)
👻 Ghosted cs.LG 1.4K 8 years ago
44 Gradient Descent Provably Optimizes Over-parameterized Neural Networks
Simon S. Du, Xiyu Zhai, ... (+2 more)
👻 Ghosted cs.LG 1.3K 7 years ago
45 Adversarially Learned Inference
Vincent Dumoulin, Ishmael Belghazi, ... (+5 more)
👻 Ghosted stat.ML 1.3K 10 years ago
46 Few-Shot Learning with Graph Neural Networks
Victor Garcia, Joan Bruna
👻 Ghosted stat.ML 1.3K 8 years ago
47 Reinforcement Learning with Unsupervised Auxiliary Tasks
Max Jaderberg, Volodymyr Mnih, ... (+5 more)
👻 Ghosted cs.LG 1.3K 9 years ago
48 Learning Sparse Neural Networks through $L_0$ Regularization
Christos Louizos, Max Welling, Diederik P. Kingma
👻 Ghosted stat.ML 1.3K 8 years ago
49 A Learned Representation For Artistic Style
Vincent Dumoulin, Jonathon Shlens, Manjunath Kudlur
👻 Ghosted cs.CV 1.2K 9 years ago
50 Regularizing Neural Networks by Penalizing Confident Output Distributions
Gabriel Pereyra, George Tucker, ... (+3 more)
👻 Ghosted cs.NE 1.2K 9 years ago