💀 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
🏛️ Transcended 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 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
4 Asynchronous Methods for Deep Reinforcement Learning
Volodymyr Mnih, Adrià Puigdomènech Badia, ... (+6 more)
🏛️ Transcended cs.LG 9.7K 10 years ago
5 Variational Inference with Normalizing Flows
Danilo Jimenez Rezende, Shakir Mohamed
👻 Ghosted stat.ML 4.7K 11 years ago
6 Conditional Image Synthesis With Auxiliary Classifier GANs
Augustus Odena, Christopher Olah, Jonathon Shlens
👻 Ghosted stat.ML 3.4K 9 years ago
7 Understanding Black-box Predictions via Influence Functions
Pang Wei Koh, Percy Liang
👻 Ghosted stat.ML 3.4K 9 years ago
8 Generative Adversarial Text to Image Synthesis
Scott Reed, Zeynep Akata, ... (+4 more)
👻 Ghosted cs.NE 3.4K 10 years ago
9 CyCADA: Cycle-Consistent Adversarial Domain Adaptation
Judy Hoffman, Eric Tzeng, ... (+6 more)
👻 Ghosted cs.CV 3.2K 8 years ago
10 Unsupervised Learning of Video Representations using LSTMs
Nitish Srivastava, Elman Mansimov, Ruslan Salakhutdinov
👻 Ghosted cs.LG 2.7K 11 years ago
11 Deep Transfer Learning with Joint Adaptation Networks
Mingsheng Long, Han Zhu, ... (+2 more)
👻 Ghosted cs.LG 2.7K 10 years ago
12 Revisiting Semi-Supervised Learning with Graph Embeddings
Zhilin Yang, William W. Cohen, Ruslan Salakhutdinov
👻 Ghosted cs.LG 2.4K 10 years ago
13 Representation Learning on Graphs with Jumping Knowledge Networks
Keyulu Xu, Chengtao Li, ... (+4 more)
👻 Ghosted cs.LG 2.3K 7 years ago
14 Learning Convolutional Neural Networks for Graphs
Mathias Niepert, Mohamed Ahmed, Konstantin Kutzkov
👻 Ghosted cs.LG 2.3K 10 years ago
15 Group Equivariant Convolutional Networks
Taco S. Cohen, Max Welling
👻 Ghosted cs.LG 2.2K 10 years ago
16 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
17 Deep Learning with Limited Numerical Precision
Suyog Gupta, Ankur Agrawal, ... (+2 more)
👻 Ghosted cs.LG 2.1K 11 years ago
18 A Closer Look at Memorization in Deep Networks
Devansh Arpit, Stanisław Jastrzębski, ... (+9 more)
👻 Ghosted stat.ML 2.1K 8 years ago
19 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
20 DRAW: A Recurrent Neural Network For Image Generation
Karol Gregor, Ivo Danihelka, ... (+3 more)
👻 Ghosted cs.CV 2.0K 11 years ago
21 Byzantine-Robust Distributed Learning: Towards Optimal Statistical Rates
Dong Yin, Yudong Chen, ... (+2 more)
👻 Ghosted cs.LG 2.0K 8 years ago
22 Deep Bayesian Active Learning with Image Data
Yarin Gal, Riashat Islam, Zoubin Ghahramani
👻 Ghosted cs.LG 1.9K 9 years ago
23 Off-Policy Deep Reinforcement Learning without Exploration
Scott Fujimoto, David Meger, Doina Precup
👻 Ghosted cs.LG 1.9K 7 years ago
24 Benchmarking Deep Reinforcement Learning for Continuous Control
Yan Duan, Xi Chen, ... (+3 more)
🌅 Old Age cs.LG 1.8K 10 years ago
25 A Distributional Perspective on Reinforcement Learning
Marc G. Bellemare, Will Dabney, Rémi Munos
👻 Ghosted cs.LG 1.7K 8 years ago
26 Large-Scale Evolution of Image Classifiers
Esteban Real, Sherry Moore, ... (+6 more)
👻 Ghosted cs.NE 1.7K 9 years ago
27 Learning Latent Dynamics for Planning from Pixels
Danijar Hafner, Timothy Lillicrap, ... (+5 more)
👻 Ghosted cs.LG 1.7K 7 years ago
28 Challenging Common Assumptions in the Unsupervised Learning of Disentangled Representations
Francesco Locatello, Stefan Bauer, ... (+5 more)
👻 Ghosted cs.LG 1.7K 7 years ago
29 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
30 Constrained Policy Optimization
Joshua Achiam, David Held, ... (+2 more)
👻 Ghosted cs.LG 1.6K 9 years ago
31 Which Training Methods for GANs do actually Converge?
Lars Mescheder, Andreas Geiger, Sebastian Nowozin
👻 Ghosted cs.LG 1.6K 8 years ago
32 MentorNet: Learning Data-Driven Curriculum for Very Deep Neural Networks on Corrupted Labels
Lu Jiang, Zhengyuan Zhou, ... (+3 more)
🌅 Old Age cs.CV 1.6K 8 years ago
33 A Convergence Theory for Deep Learning via Over-Parameterization
Zeyuan Allen-Zhu, Yuanzhi Li, Zhao Song
👻 Ghosted cs.LG 1.6K 7 years ago
34 Large-Margin Softmax Loss for Convolutional Neural Networks
Weiyang Liu, Yandong Wen, ... (+2 more)
👻 Ghosted stat.ML 1.6K 9 years ago
35 Reinforcement Learning with Deep Energy-Based Policies
Tuomas Haarnoja, Haoran Tang, ... (+2 more)
👻 Ghosted cs.LG 1.5K 9 years ago
36 Train faster, generalize better: Stability of stochastic gradient descent
Moritz Hardt, Benjamin Recht, Yoram Singer
👻 Ghosted cs.LG 1.4K 10 years ago
37 Black-box Adversarial Attacks with Limited Queries and Information
Andrew Ilyas, Logan Engstrom, ... (+2 more)
👻 Ghosted cs.CV 1.3K 8 years ago
38 Compressing Neural Networks with the Hashing Trick
Wenlin Chen, James T. Wilson, ... (+3 more)
👻 Ghosted cs.LG 1.2K 11 years ago
39 Overcoming catastrophic forgetting with hard attention to the task
Joan Serrà, Dídac Surís, ... (+2 more)
👻 Ghosted cs.LG 1.2K 8 years ago
40 signSGD: Compressed Optimisation for Non-Convex Problems
Jeremy Bernstein, Yu-Xiang Wang, ... (+2 more)
🌅 Old Age cs.LG 1.2K 8 years ago
41 Ask Me Anything: Dynamic Memory Networks for Natural Language Processing
Ankit Kumar, Ozan Irsoy, ... (+7 more)
👻 Ghosted cs.CL 1.2K 10 years ago
42 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
43 Ditto: Fair and Robust Federated Learning Through Personalization
Tian Li, Shengyuan Hu, ... (+2 more)
👻 Ghosted cs.LG 1.2K 5 years ago
44 Born Again Neural Networks
Tommaso Furlanello, Zachary C. Lipton, ... (+3 more)
👻 Ghosted stat.ML 1.2K 8 years ago
45 Meta Networks
Tsendsuren Munkhdalai, Hong Yu
👻 Ghosted cs.LG 1.1K 9 years ago
46 OptNet: Differentiable Optimization as a Layer in Neural Networks
Brandon Amos, J. Zico Kolter
👻 Ghosted cs.LG 1.1K 9 years ago
47 Out-of-Distribution Generalization via Risk Extrapolation (REx)
David Krueger, Ethan Caballero, ... (+6 more)
👻 Ghosted cs.LG 1.1K 6 years ago
48 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
49 Continuous Deep Q-Learning with Model-based Acceleration
Shixiang Gu, Timothy Lillicrap, ... (+2 more)
👻 Ghosted cs.LG 1.1K 10 years ago
50 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