💀 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 Language Models are Few-Shot Learners
Tom B. Brown, Benjamin Mann, ... (+29 more)
👻 Ghosted cs.CL 54.2K 5 years ago
2 PyTorch: An Imperative Style, High-Performance Deep Learning Library
Adam Paszke, Sam Gross, ... (+19 more)
👻 Ghosted cs.LG 49.7K 6 years ago
3 A Unified Approach to Interpreting Model Predictions
Scott Lundberg, Su-In Lee
👻 Ghosted cs.AI 30.8K 8 years ago
4 Inductive Representation Learning on Large Graphs
William L. Hamilton, Rex Ying, Jure Leskovec
👻 Ghosted cs.SI 18.5K 8 years ago
5 PointNet++: Deep Hierarchical Feature Learning on Point Sets in a Metric Space
Charles R. Qi, Li Yi, ... (+2 more)
👻 Ghosted cs.CV 13.3K 8 years ago
6 Retrieval-Augmented Generation for Knowledge-Intensive NLP Tasks
Patrick Lewis, Ethan Perez, ... (+10 more)
👻 Ghosted cs.CL 11.3K 5 years ago
7 Improved Training of Wasserstein GANs
Ishaan Gulrajani, Faruk Ahmed, ... (+3 more)
👻 Ghosted cs.LG 10.5K 9 years ago
8 Improved Techniques for Training GANs
Tim Salimans, Ian Goodfellow, ... (+4 more)
👻 Ghosted cs.LG 10.0K 9 years ago
9 Prototypical Networks for Few-shot Learning
Jake Snell, Kevin Swersky, Richard S. Zemel
👻 Ghosted cs.LG 9.5K 9 years ago
10 Convolutional LSTM Network: A Machine Learning Approach for Precipitation Nowcasting
Xingjian Shi, Zhourong Chen, ... (+4 more)
👻 Ghosted cs.CV 9.2K 10 years ago
11 Convolutional Neural Networks on Graphs with Fast Localized Spectral Filtering
Michaël Defferrard, Xavier Bresson, Pierre Vandergheynst
👻 Ghosted cs.LG 8.3K 9 years ago
12 Matching Networks for One Shot Learning
Oriol Vinyals, Charles Blundell, ... (+3 more)
👻 Ghosted cs.LG 8.1K 9 years ago
13 Spatial Transformer Networks
Max Jaderberg, Karen Simonyan, ... (+2 more)
👻 Ghosted cs.CV 7.9K 10 years ago
14 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
15 Learning both Weights and Connections for Efficient Neural Networks
Song Han, Jeff Pool, ... (+2 more)
👻 Ghosted cs.NE 7.4K 10 years ago
16 Simple and Scalable Predictive Uncertainty Estimation using Deep Ensembles
Balaji Lakshminarayanan, Alexander Pritzel, Charles Blundell
👻 Ghosted stat.ML 7.0K 9 years ago
17 Character-level Convolutional Networks for Text Classification
Xiang Zhang, Junbo Zhao, Yann LeCun
👻 Ghosted cs.LG 6.8K 10 years ago
18 Neural Discrete Representation Learning
Aaron van den Oord, Oriol Vinyals, Koray Kavukcuoglu
👻 Ghosted cs.LG 6.6K 8 years ago
19 Neural Ordinary Differential Equations
Ricky T. Q. Chen, Yulia Rubanova, ... (+2 more)
👻 Ghosted cs.LG 6.4K 7 years ago
20 What Uncertainties Do We Need in Bayesian Deep Learning for Computer Vision?
Alex Kendall, Yarin Gal
👻 Ghosted cs.CV 5.5K 9 years ago
21 Multi-Agent Actor-Critic for Mixed Cooperative-Competitive Environments
Ryan Lowe, Yi Wu, ... (+4 more)
👻 Ghosted cs.LG 5.4K 8 years ago
22 Dynamic Routing Between Capsules
Sara Sabour, Nicholas Frosst, Geoffrey E Hinton
👻 Ghosted cs.CV 5.0K 8 years ago
23 Equality of Opportunity in Supervised Learning
Moritz Hardt, Eric Price, Nathan Srebro
👻 Ghosted cs.LG 4.9K 9 years ago
24 LAION-5B: An open large-scale dataset for training next generation image-text models
Christoph Schuhmann, Romain Beaumont, ... (+14 more)
👻 Ghosted cs.CV 4.7K 3 years ago
25 Deep reinforcement learning from human preferences
Paul Christiano, Jan Leike, ... (+4 more)
👻 Ghosted stat.ML 4.6K 8 years ago
26 InfoGAN: Interpretable Representation Learning by Information Maximizing Generative Adversarial Nets
Xi Chen, Yan Duan, ... (+4 more)
👻 Ghosted cs.LG 4.4K 9 years ago
27 ViLBERT: Pretraining Task-Agnostic Visiolinguistic Representations for Vision-and-Language Tasks
Jiasen Lu, Dhruv Batra, ... (+2 more)
👻 Ghosted cs.CV 4.3K 6 years ago
28 Teaching Machines to Read and Comprehend
Karl Moritz Hermann, Tomáš Kočiský, ... (+5 more)
👻 Ghosted cs.CL 3.8K 10 years ago
29 Neural Tangent Kernel: Convergence and Generalization in Neural Networks
Arthur Jacot, Franck Gabriel, Clément Hongler
👻 Ghosted cs.LG 3.7K 7 years ago
30 Convolutional Networks on Graphs for Learning Molecular Fingerprints
David Duvenaud, Dougal Maclaurin, ... (+5 more)
👻 Ghosted cs.LG 3.6K 10 years ago
31 Man is to Computer Programmer as Woman is to Homemaker? Debiasing Word Embeddings
Tolga Bolukbasi, Kai-Wei Chang, ... (+3 more)
👻 Ghosted cs.CL 3.5K 9 years ago
32 Generative Adversarial Imitation Learning
Jonathan Ho, Stefano Ermon
👻 Ghosted cs.LG 3.5K 9 years ago
33 MixMatch: A Holistic Approach to Semi-Supervised Learning
David Berthelot, Nicholas Carlini, ... (+4 more)
👻 Ghosted cs.LG 3.4K 6 years ago
34 Pointer Networks
Oriol Vinyals, Meire Fortunato, Navdeep Jaitly
👻 Ghosted stat.ML 3.3K 10 years ago
35 MS MARCO: A Human Generated MAchine Reading COmprehension Dataset
Payal Bajaj, Daniel Campos, ... (+13 more)
👻 Ghosted cs.CL 3.2K 9 years ago
36 Gradient Episodic Memory for Continual Learning
David Lopez-Paz, Marc'Aurelio Ranzato
👻 Ghosted cs.LG 3.2K 8 years ago
37 BinaryConnect: Training Deep Neural Networks with binary weights during propagations
Matthieu Courbariaux, Yoshua Bengio, Jean-Pierre David
👻 Ghosted cs.LG 3.2K 10 years ago
38 Elucidating the Design Space of Diffusion-Based Generative Models
Tero Karras, Miika Aittala, ... (+2 more)
👻 Ghosted cs.CV 2.9K 3 years ago
39 Learning to summarize from human feedback
Nisan Stiennon, Long Ouyang, ... (+7 more)
👻 Ghosted cs.CL 2.9K 5 years ago
40 Attention-Based Models for Speech Recognition
Jan Chorowski, Dzmitry Bahdanau, ... (+3 more)
👻 Ghosted cs.CL 2.7K 10 years ago
41 Deep Leakage from Gradients
Ligeng Zhu, Zhijian Liu, Song Han
👻 Ghosted cs.LG 2.7K 6 years ago
42 Conditional Image Generation with PixelCNN Decoders
Aaron van den Oord, Nal Kalchbrenner, ... (+4 more)
👻 Ghosted cs.CV 2.7K 9 years ago
43 SuperGLUE: A Stickier Benchmark for General-Purpose Language Understanding Systems
Alex Wang, Yada Pruksachatkun, ... (+6 more)
👻 Ghosted cs.CL 2.7K 6 years ago
44 Big Bird: Transformers for Longer Sequences
Manzil Zaheer, Guru Guruganesh, ... (+9 more)
👻 Ghosted cs.LG 2.6K 5 years ago
45 Hindsight Experience Replay
Marcin Andrychowicz, Filip Wolski, ... (+8 more)
👻 Ghosted cs.LG 2.6K 8 years ago
46 Skip-Thought Vectors
Ryan Kiros, Yukun Zhu, ... (+5 more)
👻 Ghosted cs.CL 2.5K 10 years ago
47 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
48 Hierarchical Graph Representation Learning with Differentiable Pooling
Rex Ying, Jiaxuan You, ... (+4 more)
👻 Ghosted cs.LG 2.4K 7 years ago
49 Continual Learning with Deep Generative Replay
Hanul Shin, Jung Kwon Lee, ... (+2 more)
👻 Ghosted cs.AI 2.4K 8 years ago
50 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