💀 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 Variational Inference with Normalizing Flows
Danilo Jimenez Rezende, Shakir Mohamed
👻 Ghosted stat.ML 4.7K 11 years ago
2 Conditional Image Synthesis With Auxiliary Classifier GANs
Augustus Odena, Christopher Olah, Jonathon Shlens
👻 Ghosted stat.ML 3.4K 9 years ago
3 Understanding Black-box Predictions via Influence Functions
Pang Wei Koh, Percy Liang
👻 Ghosted stat.ML 3.4K 9 years ago
4 Generative Adversarial Text to Image Synthesis
Scott Reed, Zeynep Akata, ... (+4 more)
👻 Ghosted cs.NE 3.4K 10 years ago
5 CyCADA: Cycle-Consistent Adversarial Domain Adaptation
Judy Hoffman, Eric Tzeng, ... (+6 more)
👻 Ghosted cs.CV 3.2K 8 years ago
6 Deep Transfer Learning with Joint Adaptation Networks
Mingsheng Long, Han Zhu, ... (+2 more)
👻 Ghosted cs.LG 2.7K 10 years ago
7 Revisiting Semi-Supervised Learning with Graph Embeddings
Zhilin Yang, William W. Cohen, Ruslan Salakhutdinov
👻 Ghosted cs.LG 2.4K 10 years ago
8 Representation Learning on Graphs with Jumping Knowledge Networks
Keyulu Xu, Chengtao Li, ... (+4 more)
👻 Ghosted cs.LG 2.3K 8 years ago
9 Learning Convolutional Neural Networks for Graphs
Mathias Niepert, Mohamed Ahmed, Konstantin Kutzkov
👻 Ghosted cs.LG 2.3K 10 years ago
10 Group Equivariant Convolutional Networks
Taco S. Cohen, Max Welling
👻 Ghosted cs.LG 2.2K 10 years ago
11 Autoencoding beyond pixels using a learned similarity metric
Anders Boesen Lindbo Larsen, Søren Kaae Sønderby, ... (+2 more)
👻 Ghosted cs.LG 2.2K 10 years ago
12 Deep Learning with Limited Numerical Precision
Suyog Gupta, Ankur Agrawal, ... (+2 more)
👻 Ghosted cs.LG 2.1K 11 years ago
13 A Closer Look at Memorization in Deep Networks
Devansh Arpit, Stanisław Jastrzębski, ... (+9 more)
👻 Ghosted stat.ML 2.1K 9 years ago
14 DRAW: A Recurrent Neural Network For Image Generation
Karol Gregor, Ivo Danihelka, ... (+3 more)
👻 Ghosted cs.CV 2.0K 11 years ago
15 Byzantine-Robust Distributed Learning: Towards Optimal Statistical Rates
Dong Yin, Yudong Chen, ... (+2 more)
👻 Ghosted cs.LG 2.0K 8 years ago
16 Deep Bayesian Active Learning with Image Data
Yarin Gal, Riashat Islam, Zoubin Ghahramani
👻 Ghosted cs.LG 1.9K 9 years ago
17 A Distributional Perspective on Reinforcement Learning
Marc G. Bellemare, Will Dabney, Rémi Munos
👻 Ghosted cs.LG 1.7K 8 years ago
18 Large-Scale Evolution of Image Classifiers
Esteban Real, Sherry Moore, ... (+6 more)
👻 Ghosted cs.NE 1.7K 9 years ago
19 Learning Latent Dynamics for Planning from Pixels
Danijar Hafner, Timothy Lillicrap, ... (+5 more)
👻 Ghosted cs.LG 1.7K 7 years ago
20 GradNorm: Gradient Normalization for Adaptive Loss Balancing in Deep Multitask Networks
Zhao Chen, Vijay Badrinarayanan, ... (+2 more)
👻 Ghosted cs.CV 1.7K 8 years ago
21 Constrained Policy Optimization
Joshua Achiam, David Held, ... (+2 more)
👻 Ghosted cs.LG 1.6K 9 years ago
22 Which Training Methods for GANs do actually Converge?
Lars Mescheder, Andreas Geiger, Sebastian Nowozin
👻 Ghosted cs.LG 1.6K 8 years ago
23 A Convergence Theory for Deep Learning via Over-Parameterization
Zeyuan Allen-Zhu, Yuanzhi Li, Zhao Song
👻 Ghosted cs.LG 1.6K 7 years ago
24 Reinforcement Learning with Deep Energy-Based Policies
Tuomas Haarnoja, Haoran Tang, ... (+2 more)
👻 Ghosted cs.LG 1.5K 9 years ago
25 Train faster, generalize better: Stability of stochastic gradient descent
Moritz Hardt, Benjamin Recht, Yoram Singer
👻 Ghosted cs.LG 1.4K 10 years ago
26 Black-box Adversarial Attacks with Limited Queries and Information
Andrew Ilyas, Logan Engstrom, ... (+2 more)
👻 Ghosted cs.CV 1.3K 8 years ago
27 Compressing Neural Networks with the Hashing Trick
Wenlin Chen, James T. Wilson, ... (+3 more)
👻 Ghosted cs.LG 1.2K 11 years ago
28 Ask Me Anything: Dynamic Memory Networks for Natural Language Processing
Ankit Kumar, Ozan Irsoy, ... (+7 more)
👻 Ghosted cs.CL 1.2K 11 years ago
29 Gradient Descent Finds Global Minima of Deep Neural Networks
Simon S. Du, Jason D. Lee, ... (+3 more)
👻 Ghosted cs.LG 1.2K 7 years ago
30 Ditto: Fair and Robust Federated Learning Through Personalization
Tian Li, Shengyuan Hu, ... (+2 more)
👻 Ghosted cs.LG 1.2K 5 years ago
31 Born Again Neural Networks
Tommaso Furlanello, Zachary C. Lipton, ... (+3 more)
👻 Ghosted stat.ML 1.2K 8 years ago
32 Meta Networks
Tsendsuren Munkhdalai, Hong Yu
👻 Ghosted cs.LG 1.1K 9 years ago
33 Out-of-Distribution Generalization via Risk Extrapolation (REx)
David Krueger, Ethan Caballero, ... (+6 more)
👻 Ghosted cs.LG 1.1K 6 years ago
34 MixHop: Higher-Order Graph Convolutional Architectures via Sparsified Neighborhood Mixing
Sami Abu-El-Haija, Bryan Perozzi, ... (+6 more)
👻 Ghosted cs.LG 1.1K 7 years ago
35 Continuous Deep Q-Learning with Model-based Acceleration
Shixiang Gu, Timothy Lillicrap, ... (+2 more)
👻 Ghosted cs.LG 1.1K 10 years ago
36 Fine-Grained Analysis of Optimization and Generalization for Overparameterized Two-Layer Neural Networks
Sanjeev Arora, Simon S. Du, ... (+3 more)
👻 Ghosted cs.LG 1.0K 7 years ago
37 Guided Cost Learning: Deep Inverse Optimal Control via Policy Optimization
Chelsea Finn, Sergey Levine, Pieter Abbeel
👻 Ghosted cs.LG 1.0K 10 years ago
38 Gradient-based Hyperparameter Optimization through Reversible Learning
Dougal Maclaurin, David Duvenaud, Ryan P. Adams
👻 Ghosted stat.ML 1.0K 11 years ago
39 On Deep Multi-View Representation Learning: Objectives and Optimization
Weiran Wang, Raman Arora, ... (+2 more)
👻 Ghosted cs.LG 1.0K 10 years ago
40 FeUdal Networks for Hierarchical Reinforcement Learning
Alexander Sasha Vezhnevets, Simon Osindero, ... (+5 more)
👻 Ghosted cs.AI 1.0K 9 years ago
41 Data Shapley: Equitable Valuation of Data for Machine Learning
Amirata Ghorbani, James Zou
👻 Ghosted stat.ML 995 7 years ago
42 Texture Networks: Feed-forward Synthesis of Textures and Stylized Images
Dmitry Ulyanov, Vadim Lebedev, ... (+2 more)
👻 Ghosted cs.CV 994 10 years ago
43 Robust Adversarial Reinforcement Learning
Lerrel Pinto, James Davidson, ... (+2 more)
👻 Ghosted cs.LG 985 9 years ago
44 Implicit Geometric Regularization for Learning Shapes
Amos Gropp, Lior Yariv, ... (+3 more)
👻 Ghosted cs.LG 978 6 years ago
45 QTRAN: Learning to Factorize with Transformation for Cooperative Multi-Agent Reinforcement Learning
Kyunghwan Son, Daewoo Kim, ... (+3 more)
👻 Ghosted cs.LG 974 7 years ago
46 Towards K-means-friendly Spaces: Simultaneous Deep Learning and Clustering
Bo Yang, Xiao Fu, ... (+2 more)
👻 Ghosted cs.LG 963 9 years ago
47 GraphRNN: Generating Realistic Graphs with Deep Auto-regressive Models
Jiaxuan You, Rex Ying, ... (+3 more)
👻 Ghosted cs.LG 961 8 years ago
48 The Hidden Vulnerability of Distributed Learning in Byzantium
El Mahdi El Mhamdi, Rachid Guerraoui, Sébastien Rouault
👻 Ghosted stat.ML 940 8 years ago
49 MADE: Masked Autoencoder for Distribution Estimation
Mathieu Germain, Karol Gregor, ... (+2 more)
👻 Ghosted cs.LG 925 11 years ago
50 How to Escape Saddle Points Efficiently
Chi Jin, Rong Ge, ... (+3 more)
👻 Ghosted cs.LG 907 9 years ago