💀 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 Batch Normalization: Accelerating Deep Network Training by Reducing Internal Covariate Shift
Sergey Ioffe, Christian Szegedy
👻 Ghosted cs.LG 46.0K 11 years ago
2 Model-Agnostic Meta-Learning for Fast Adaptation of Deep Networks
Chelsea Finn, Pieter Abbeel, Sergey Levine
🌅 Old Age cs.LG 13.8K 9 years ago
3 Dropout as a Bayesian Approximation: Representing Model Uncertainty in Deep Learning
Yarin Gal, Zoubin Ghahramani
👻 Ghosted stat.ML 11.0K 10 years ago
4 Show, Attend and Tell: Neural Image Caption Generation with Visual Attention
Kelvin Xu, Jimmy Ba, ... (+6 more)
👻 Ghosted cs.LG 10.6K 11 years ago
5 Soft Actor-Critic: Off-Policy Maximum Entropy Deep Reinforcement Learning with a Stochastic Actor
Tuomas Haarnoja, Aurick Zhou, ... (+2 more)
🌅 Old Age cs.LG 10.4K 8 years ago
6 Asynchronous Methods for Deep Reinforcement Learning
Volodymyr Mnih, Adrià Puigdomènech Badia, ... (+6 more)
👻 Ghosted cs.LG 9.7K 10 years ago
7 Deep Unsupervised Learning using Nonequilibrium Thermodynamics
Jascha Sohl-Dickstein, Eric A. Weiss, ... (+2 more)
👻 Ghosted cs.LG 9.2K 11 years ago
8 Neural Message Passing for Quantum Chemistry
Justin Gilmer, Samuel S. Schoenholz, ... (+3 more)
👻 Ghosted cs.LG 8.6K 9 years ago
9 Training data-efficient image transformers & distillation through attention
Hugo Touvron, Matthieu Cord, ... (+4 more)
👻 Ghosted cs.CV 8.5K 5 years ago
10 Trust Region Policy Optimization
John Schulman, Sergey Levine, ... (+3 more)
👻 Ghosted cs.LG 7.6K 11 years ago
11 Axiomatic Attribution for Deep Networks
Mukund Sundararajan, Ankur Taly, Qiqi Yan
👻 Ghosted cs.LG 7.3K 9 years ago
12 On Calibration of Modern Neural Networks
Chuan Guo, Geoff Pleiss, ... (+2 more)
👻 Ghosted cs.LG 7.2K 8 years ago
13 Addressing Function Approximation Error in Actor-Critic Methods
Scott Fujimoto, Herke van Hoof, David Meger
👻 Ghosted cs.AI 6.4K 8 years ago
14 Robust Speech Recognition via Large-Scale Weak Supervision
Alec Radford, Jong Wook Kim, ... (+4 more)
👻 Ghosted eess.AS 6.1K 3 years ago
15 Learning Transferable Features with Deep Adaptation Networks
Mingsheng Long, Yue Cao, ... (+2 more)
👻 Ghosted cs.LG 5.7K 11 years ago
16 Variational Inference with Normalizing Flows
Danilo Jimenez Rezende, Shakir Mohamed
👻 Ghosted stat.ML 4.7K 10 years ago
17 Learning Important Features Through Propagating Activation Differences
Avanti Shrikumar, Peyton Greenside, Anshul Kundaje
👻 Ghosted cs.CV 4.4K 9 years ago
18 Dueling Network Architectures for Deep Reinforcement Learning
Ziyu Wang, Tom Schaul, ... (+4 more)
👻 Ghosted cs.LG 4.2K 10 years ago
19 Convolutional Sequence to Sequence Learning
Jonas Gehring, Michael Auli, ... (+3 more)
👻 Ghosted cs.CL 3.5K 8 years ago
20 Conditional Image Synthesis With Auxiliary Classifier GANs
Augustus Odena, Christopher Olah, Jonathon Shlens
👻 Ghosted stat.ML 3.4K 9 years ago
21 Complex Embeddings for Simple Link Prediction
Théo Trouillon, Johannes Welbl, ... (+3 more)
👻 Ghosted cs.AI 3.4K 9 years ago
22 Understanding Black-box Predictions via Influence Functions
Pang Wei Koh, Percy Liang
👻 Ghosted stat.ML 3.4K 9 years ago
23 Generative Adversarial Text to Image Synthesis
Scott Reed, Zeynep Akata, ... (+4 more)
👻 Ghosted cs.NE 3.4K 9 years ago
24 Unsupervised Deep Embedding for Clustering Analysis
Junyuan Xie, Ross Girshick, Ali Farhadi
👻 Ghosted cs.LG 3.3K 10 years ago
25 CyCADA: Cycle-Consistent Adversarial Domain Adaptation
Judy Hoffman, Eric Tzeng, ... (+6 more)
👻 Ghosted cs.CV 3.2K 8 years ago
26 Deep Speech 2: End-to-End Speech Recognition in English and Mandarin
Dario Amodei, Rishita Anubhai, ... (+32 more)
👻 Ghosted cs.CL 3.1K 10 years ago
27 Efficient Neural Architecture Search via Parameter Sharing
Hieu Pham, Melody Y. Guan, ... (+3 more)
👻 Ghosted cs.LG 2.9K 8 years ago
28 Pixel Recurrent Neural Networks
Aaron van den Oord, Nal Kalchbrenner, Koray Kavukcuoglu
👻 Ghosted cs.CV 2.8K 10 years ago
29 Language Modeling with Gated Convolutional Networks
Yann N. Dauphin, Angela Fan, ... (+2 more)
👻 Ghosted cs.CL 2.7K 9 years ago
30 Unsupervised Learning of Video Representations using LSTMs
Nitish Srivastava, Elman Mansimov, Ruslan Salakhutdinov
👻 Ghosted cs.LG 2.7K 11 years ago
31 Deep Transfer Learning with Joint Adaptation Networks
Mingsheng Long, Han Zhu, ... (+2 more)
👻 Ghosted cs.LG 2.7K 9 years ago
32 Revisiting Semi-Supervised Learning with Graph Embeddings
Zhilin Yang, William W. Cohen, Ruslan Salakhutdinov
👻 Ghosted cs.LG 2.4K 10 years ago
33 PEGASUS: Pre-training with Extracted Gap-sentences for Abstractive Summarization
Jingqing Zhang, Yao Zhao, ... (+2 more)
👻 Ghosted cs.CL 2.3K 6 years ago
34 Representation Learning on Graphs with Jumping Knowledge Networks
Keyulu Xu, Chengtao Li, ... (+4 more)
👻 Ghosted cs.LG 2.3K 7 years ago
35 Learning Convolutional Neural Networks for Graphs
Mathias Niepert, Mohamed Ahmed, Konstantin Kutzkov
👻 Ghosted cs.LG 2.3K 9 years ago
36 Group Equivariant Convolutional Networks
Taco S. Cohen, Max Welling
👻 Ghosted cs.LG 2.2K 10 years ago
37 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
38 Deep Learning with Limited Numerical Precision
Suyog Gupta, Ankur Agrawal, ... (+2 more)
👻 Ghosted cs.LG 2.1K 11 years ago
39 A Closer Look at Memorization in Deep Networks
Devansh Arpit, Stanisław Jastrzębski, ... (+9 more)
👻 Ghosted stat.ML 2.1K 8 years ago
40 Learning to Discover Cross-Domain Relations with Generative Adversarial Networks
Taeksoo Kim, Moonsu Cha, ... (+3 more)
🌅 Old Age cs.CV 2.1K 9 years ago
41 DRAW: A Recurrent Neural Network For Image Generation
Karol Gregor, Ivo Danihelka, ... (+3 more)
👻 Ghosted cs.CV 2.0K 11 years ago
42 Byzantine-Robust Distributed Learning: Towards Optimal Statistical Rates
Dong Yin, Yudong Chen, ... (+2 more)
👻 Ghosted cs.LG 2.0K 8 years ago
43 Deep Bayesian Active Learning with Image Data
Yarin Gal, Riashat Islam, Zoubin Ghahramani
👻 Ghosted cs.LG 1.9K 9 years ago
44 Off-Policy Deep Reinforcement Learning without Exploration
Scott Fujimoto, David Meger, Doina Precup
👻 Ghosted cs.LG 1.9K 7 years ago
45 Benchmarking Deep Reinforcement Learning for Continuous Control
Yan Duan, Xi Chen, ... (+3 more)
🌅 Old Age cs.LG 1.8K 9 years ago
46 IMPALA: Scalable Distributed Deep-RL with Importance Weighted Actor-Learner Architectures
Lasse Espeholt, Hubert Soyer, ... (+10 more)
👻 Ghosted cs.LG 1.8K 8 years ago
47 A Distributional Perspective on Reinforcement Learning
Marc G. Bellemare, Will Dabney, Rémi Munos
👻 Ghosted cs.LG 1.7K 8 years ago
48 Large-Scale Evolution of Image Classifiers
Esteban Real, Sherry Moore, ... (+6 more)
👻 Ghosted cs.NE 1.7K 9 years ago
49 Learning Latent Dynamics for Planning from Pixels
Danijar Hafner, Timothy Lillicrap, ... (+5 more)
👻 Ghosted cs.LG 1.7K 7 years ago
50 Challenging Common Assumptions in the Unsupervised Learning of Disentangled Representations
Francesco Locatello, Stefan Bauer, ... (+5 more)
👻 Ghosted cs.LG 1.7K 7 years ago