💀 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 Neural Architecture Search with Reinforcement Learning
Barret Zoph, Quoc V. Le
👻 Ghosted cs.LG 5.8K 9 years ago
2 Density estimation using Real NVP
Laurent Dinh, Jascha Sohl-Dickstein, Samy Bengio
👻 Ghosted cs.LG 4.2K 10 years ago
3 Pruning Filters for Efficient ConvNets
Hao Li, Asim Kadav, ... (+3 more)
👻 Ghosted cs.CV 4.0K 9 years ago
4 Gated Graph Sequence Neural Networks
Yujia Li, Daniel Tarlow, ... (+2 more)
👻 Ghosted cs.LG 3.5K 10 years ago
5 Adversarial Machine Learning at Scale
Alexey Kurakin, Ian Goodfellow, Samy Bengio
👻 Ghosted cs.CV 3.3K 9 years ago
6 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
7 Ensemble Adversarial Training: Attacks and Defenses
Florian Tramèr, Alexey Kurakin, ... (+4 more)
👻 Ghosted stat.ML 3.0K 9 years ago
8 Learning deep representations by mutual information estimation and maximization
R Devon Hjelm, Alex Fedorov, ... (+5 more)
👻 Ghosted stat.ML 2.9K 7 years ago
9 Temporal Ensembling for Semi-Supervised Learning
Samuli Laine, Timo Aila
👻 Ghosted cs.NE 2.8K 9 years ago
10 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
11 Session-based Recommendations with Recurrent Neural Networks
Balázs Hidasi, Alexandros Karatzoglou, ... (+2 more)
👻 Ghosted cs.LG 2.7K 10 years ago
12 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
13 A Structured Self-attentive Sentence Embedding
Zhouhan Lin, Minwei Feng, ... (+5 more)
👻 Ghosted cs.CL 2.3K 9 years ago
14 Variational image compression with a scale hyperprior
Johannes Ballé, David Minnen, ... (+3 more)
👻 Ghosted eess.IV 2.2K 8 years ago
15 Deep Variational Information Bottleneck
Alexander A. Alemi, Ian Fischer, ... (+2 more)
👻 Ghosted cs.LG 2.0K 9 years ago
16 Deep multi-scale video prediction beyond mean square error
Michael Mathieu, Camille Couprie, Yann LeCun
👻 Ghosted cs.LG 2.0K 10 years ago
17 Predict then Propagate: Graph Neural Networks meet Personalized PageRank
Johannes Gasteiger, Aleksandar Bojchevski, Stephan Günnemann
👻 Ghosted cs.LG 1.9K 7 years ago
18 End-to-end Optimized Image Compression
Johannes Ballé, Valero Laparra, Eero P. Simoncelli
👻 Ghosted cs.CV 1.9K 9 years ago
19 Delving into Transferable Adversarial Examples and Black-box Attacks
Yanpei Liu, Xinyun Chen, ... (+2 more)
👻 Ghosted cs.LG 1.9K 9 years ago
20 Robustness May Be at Odds with Accuracy
Dimitris Tsipras, Shibani Santurkar, ... (+3 more)
👻 Ghosted stat.ML 1.9K 8 years ago
21 Adversarial Feature Learning
Jeff Donahue, Philipp Krähenbühl, Trevor Darrell
👻 Ghosted cs.LG 1.9K 10 years ago
22 HyperNetworks
David Ha, Andrew Dai, Quoc V. Le
👻 Ghosted cs.LG 1.8K 9 years ago
23 Word Translation Without Parallel Data
Alexis Conneau, Guillaume Lample, ... (+3 more)
👻 Ghosted cs.CL 1.7K 8 years ago
24 Sequence Level Training with Recurrent Neural Networks
Marc'Aurelio Ranzato, Sumit Chopra, ... (+2 more)
👻 Ghosted cs.LG 1.7K 10 years ago
25 Neural Combinatorial Optimization with Reinforcement Learning
Irwan Bello, Hieu Pham, ... (+3 more)
👻 Ghosted cs.AI 1.7K 9 years ago
26 Efficient Lifelong Learning with A-GEM
Arslan Chaudhry, Marc'Aurelio Ranzato, ... (+2 more)
👻 Ghosted cs.LG 1.7K 7 years ago
27 Rethinking the Value of Network Pruning
Zhuang Liu, Mingjie Sun, ... (+3 more)
👻 Ghosted cs.LG 1.6K 7 years ago
28 Countering Adversarial Images using Input Transformations
Chuan Guo, Mayank Rana, ... (+2 more)
👻 Ghosted cs.CV 1.5K 8 years ago
29 Designing Neural Network Architectures using Reinforcement Learning
Bowen Baker, Otkrist Gupta, ... (+2 more)
👻 Ghosted cs.LG 1.5K 9 years ago
30 Meta-Learning with Latent Embedding Optimization
Andrei A. Rusu, Dushyant Rao, ... (+5 more)
👻 Ghosted cs.LG 1.5K 7 years ago
31 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
32 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
33 Lifelong Learning with Dynamically Expandable Networks
Jaehong Yoon, Eunho Yang, ... (+2 more)
👻 Ghosted cs.LG 1.4K 8 years ago
34 Gradient Descent Provably Optimizes Over-parameterized Neural Networks
Simon S. Du, Xiyu Zhai, ... (+2 more)
👻 Ghosted cs.LG 1.3K 7 years ago
35 Adversarially Learned Inference
Vincent Dumoulin, Ishmael Belghazi, ... (+5 more)
👻 Ghosted stat.ML 1.3K 10 years ago
36 Few-Shot Learning with Graph Neural Networks
Victor Garcia, Joan Bruna
👻 Ghosted stat.ML 1.3K 8 years ago
37 Reinforcement Learning with Unsupervised Auxiliary Tasks
Max Jaderberg, Volodymyr Mnih, ... (+5 more)
👻 Ghosted cs.LG 1.3K 9 years ago
38 Learning Sparse Neural Networks through $L_0$ Regularization
Christos Louizos, Max Welling, Diederik P. Kingma
👻 Ghosted stat.ML 1.3K 8 years ago
39 A Learned Representation For Artistic Style
Vincent Dumoulin, Jonathon Shlens, Manjunath Kudlur
👻 Ghosted cs.CV 1.2K 9 years ago
40 Regularizing Neural Networks by Penalizing Confident Output Distributions
Gabriel Pereyra, George Tucker, ... (+3 more)
👻 Ghosted cs.NE 1.2K 9 years ago
41 Diversity is All You Need: Learning Skills without a Reward Function
Benjamin Eysenbach, Abhishek Gupta, ... (+2 more)
👻 Ghosted cs.AI 1.2K 8 years ago
42 Large Language Models Are Human-Level Prompt Engineers
Yongchao Zhou, Andrei Ioan Muresanu, ... (+5 more)
👻 Ghosted cs.LG 1.2K 3 years ago
43 Local SGD Converges Fast and Communicates Little
Sebastian U. Stich
👻 Ghosted math.OC 1.2K 8 years ago
44 Deep Neural Networks as Gaussian Processes
Jaehoon Lee, Yasaman Bahri, ... (+4 more)
👻 Ghosted stat.ML 1.2K 8 years ago
45 A note on the evaluation of generative models
Lucas Theis, Aäron van den Oord, Matthias Bethge
👻 Ghosted stat.ML 1.2K 10 years ago
46 Learning to Diagnose with LSTM Recurrent Neural Networks
Zachary C. Lipton, David C. Kale, ... (+2 more)
👻 Ghosted cs.LG 1.2K 10 years ago
47 Data Augmentation Generative Adversarial Networks
Antreas Antoniou, Amos Storkey, Harrison Edwards
👻 Ghosted stat.ML 1.2K 8 years ago
48 Energy-based Generative Adversarial Network
Junbo Zhao, Michael Mathieu, Yann LeCun
👻 Ghosted cs.LG 1.1K 9 years ago
49 Wasserstein Auto-Encoders
Ilya Tolstikhin, Olivier Bousquet, ... (+2 more)
👻 Ghosted stat.ML 1.1K 8 years ago
50 QANet: Combining Local Convolution with Global Self-Attention for Reading Comprehension
Adams Wei Yu, David Dohan, ... (+5 more)
👻 Ghosted cs.CL 1.1K 8 years ago