💀 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 Equality of Opportunity in Supervised Learning
Moritz Hardt, Eric Price, Nathan Srebro
👻 Ghosted cs.LG 4.9K 9 years ago
2 Convolutional Networks on Graphs for Learning Molecular Fingerprints
David Duvenaud, Dougal Maclaurin, ... (+5 more)
👻 Ghosted cs.LG 3.6K 10 years ago
3 Generative Adversarial Imitation Learning
Jonathan Ho, Stefano Ermon
👻 Ghosted cs.LG 3.5K 9 years ago
4 Pointer Networks
Oriol Vinyals, Meire Fortunato, Navdeep Jaitly
👻 Ghosted stat.ML 3.3K 11 years ago
5 Attention-Based Models for Speech Recognition
Jan Chorowski, Dzmitry Bahdanau, ... (+3 more)
👻 Ghosted cs.CL 2.7K 10 years ago
6 Deep Leakage from Gradients
Ligeng Zhu, Zhijian Liu, Song Han
👻 Ghosted cs.LG 2.7K 6 years ago
7 Skip-Thought Vectors
Ryan Kiros, Yukun Zhu, ... (+5 more)
👻 Ghosted cs.CL 2.5K 10 years ago
8 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
9 Hierarchical Graph Representation Learning with Differentiable Pooling
Rex Ying, Jiaxuan You, ... (+4 more)
👻 Ghosted cs.LG 2.4K 7 years ago
10 Continual Learning with Deep Generative Replay
Hanul Shin, Jung Kwon Lee, ... (+2 more)
👻 Ghosted cs.AI 2.4K 9 years ago
11 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
12 Sanity Checks for Saliency Maps
Julius Adebayo, Justin Gilmer, ... (+4 more)
👻 Ghosted cs.CV 2.3K 7 years ago
13 Scheduled Sampling for Sequence Prediction with Recurrent Neural Networks
Samy Bengio, Oriol Vinyals, ... (+2 more)
👻 Ghosted cs.LG 2.2K 11 years ago
14 Learning to learn by gradient descent by gradient descent
Marcin Andrychowicz, Misha Denil, ... (+6 more)
👻 Ghosted cs.NE 2.2K 9 years ago
15 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
16 Understanding the Effective Receptive Field in Deep Convolutional Neural Networks
Wenjie Luo, Yujia Li, ... (+2 more)
👻 Ghosted cs.CV 2.1K 9 years ago
17 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
18 Federated Multi-Task Learning
Virginia Smith, Chao-Kai Chiang, ... (+2 more)
👻 Ghosted cs.LG 2.0K 9 years ago
19 Adversarial Examples Are Not Bugs, They Are Features
Andrew Ilyas, Shibani Santurkar, ... (+4 more)
👻 Ghosted stat.ML 2.0K 7 years ago
20 Improving Variational Inference with Inverse Autoregressive Flow
Diederik P. Kingma, Tim Salimans, ... (+4 more)
👻 Ghosted cs.LG 2.0K 9 years ago
21 Tackling the Objective Inconsistency Problem in Heterogeneous Federated Optimization
Jianyu Wang, Qinghua Liu, ... (+3 more)
👻 Ghosted cs.LG 1.8K 5 years ago
22 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
23 Counterfactual Fairness
Matt J. Kusner, Joshua R. Loftus, ... (+2 more)
👻 Ghosted stat.ML 1.8K 9 years ago
24 f-GAN: Training Generative Neural Samplers using Variational Divergence Minimization
Sebastian Nowozin, Botond Cseke, Ryota Tomioka
👻 Ghosted stat.ML 1.8K 10 years ago
25 Energy-based Out-of-distribution Detection
Weitang Liu, Xiaoyun Wang, ... (+2 more)
👻 Ghosted cs.LG 1.7K 5 years ago
26 Training Very Deep Networks
Rupesh Kumar Srivastava, Klaus Greff, Jürgen Schmidhuber
👻 Ghosted cs.LG 1.7K 10 years ago
27 Hierarchical Question-Image Co-Attention for Visual Question Answering
Jiasen Lu, Jianwei Yang, ... (+2 more)
👻 Ghosted cs.CV 1.7K 10 years ago
28 Coupled Generative Adversarial Networks
Ming-Yu Liu, Oncel Tuzel
👻 Ghosted cs.CV 1.7K 9 years ago
29 How Does Batch Normalization Help Optimization?
Shibani Santurkar, Dimitris Tsipras, ... (+2 more)
👻 Ghosted stat.ML 1.7K 8 years ago
30 A simple neural network module for relational reasoning
Adam Santoro, David Raposo, ... (+5 more)
👻 Ghosted cs.CL 1.7K 9 years ago
31 Learning Combinatorial Optimization Algorithms over Graphs
Hanjun Dai, Elias B. Khalil, ... (+3 more)
👻 Ghosted cs.LG 1.6K 9 years ago
32 Variational Dropout and the Local Reparameterization Trick
Diederik P. Kingma, Tim Salimans, Max Welling
👻 Ghosted stat.ML 1.6K 11 years ago
33 Unifying Count-Based Exploration and Intrinsic Motivation
Marc G. Bellemare, Sriram Srinivasan, ... (+4 more)
👻 Ghosted cs.AI 1.6K 10 years ago
34 Unsupervised Domain Adaptation with Residual Transfer Networks
Mingsheng Long, Han Zhu, ... (+2 more)
👻 Ghosted cs.LG 1.6K 10 years ago
35 Multi-Task Learning as Multi-Objective Optimization
Ozan Sener, Vladlen Koltun
👻 Ghosted cs.LG 1.6K 7 years ago
36 Generating Videos with Scene Dynamics
Carl Vondrick, Hamed Pirsiavash, Antonio Torralba
👻 Ghosted cs.CV 1.6K 9 years ago
37 Domain Separation Networks
Konstantinos Bousmalis, George Trigeorgis, ... (+3 more)
👻 Ghosted cs.CV 1.6K 9 years ago
38 Inverting Gradients -- How easy is it to break privacy in federated learning?
Jonas Geiping, Hartmut Bauermeister, ... (+2 more)
👻 Ghosted cs.CV 1.5K 6 years ago
39 Poincaré Embeddings for Learning Hierarchical Representations
Maximilian Nickel, Douwe Kiela
👻 Ghosted cs.AI 1.5K 9 years ago
40 Masked Autoregressive Flow for Density Estimation
George Papamakarios, Theo Pavlakou, Iain Murray
👻 Ghosted stat.ML 1.5K 9 years ago
41 Interaction Networks for Learning about Objects, Relations and Physics
Peter W. Battaglia, Razvan Pascanu, ... (+3 more)
👻 Ghosted cs.AI 1.5K 9 years ago
42 Joint Autoregressive and Hierarchical Priors for Learned Image Compression
David Minnen, Johannes Ballé, George Toderici
👻 Ghosted cs.CV 1.5K 7 years ago
43 Experience Replay for Continual Learning
David Rolnick, Arun Ahuja, ... (+3 more)
👻 Ghosted cs.LG 1.5K 7 years ago
44 Deep Exploration via Bootstrapped DQN
Ian Osband, Charles Blundell, ... (+2 more)
👻 Ghosted cs.LG 1.5K 10 years ago
45 RETAIN: An Interpretable Predictive Model for Healthcare using Reverse Time Attention Mechanism
Edward Choi, Mohammad Taha Bahadori, ... (+4 more)
👻 Ghosted cs.LG 1.4K 9 years ago
46 Deep Knowledge Tracing
Chris Piech, Jonathan Spencer, ... (+5 more)
👻 Ghosted cs.AI 1.4K 10 years ago
47 This Looks Like That: Deep Learning for Interpretable Image Recognition
Chaofan Chen, Oscar Li, ... (+4 more)
👻 Ghosted cs.LG 1.4K 7 years ago
48 Deep Reinforcement Learning in a Handful of Trials using Probabilistic Dynamics Models
Kurtland Chua, Roberto Calandra, ... (+2 more)
👻 Ghosted cs.LG 1.4K 8 years ago
49 Semi-Supervised Learning with Ladder Networks
Antti Rasmus, Harri Valpola, ... (+3 more)
👻 Ghosted cs.NE 1.4K 10 years ago
50 Can Decentralized Algorithms Outperform Centralized Algorithms? A Case Study for Decentralized Parallel Stochastic Gradient Descent
Xiangru Lian, Ce Zhang, ... (+4 more)
👻 Ghosted math.OC 1.4K 9 years ago