💀 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 In-Datacenter Performance Analysis of a Tensor Processing Unit
Norman P. Jouppi, Cliff Young, ... (+73 more)
👻 Ghosted cs.AR 5.1K 9 years ago
2 Variational Inference with Normalizing Flows
Danilo Jimenez Rezende, Shakir Mohamed
👻 Ghosted stat.ML 4.7K 11 years ago
3 End-to-End Training of Deep Visuomotor Policies
Sergey Levine, Chelsea Finn, ... (+2 more)
👻 Ghosted cs.LG 3.7K 11 years ago
4 Conditional Image Synthesis With Auxiliary Classifier GANs
Augustus Odena, Christopher Olah, Jonathon Shlens
👻 Ghosted stat.ML 3.4K 9 years ago
5 Understanding Black-box Predictions via Influence Functions
Pang Wei Koh, Percy Liang
👻 Ghosted stat.ML 3.4K 9 years ago
6 Generative Adversarial Text to Image Synthesis
Scott Reed, Zeynep Akata, ... (+4 more)
👻 Ghosted cs.NE 3.4K 10 years ago
7 A Call for Clarity in Reporting BLEU Scores
Matt Post
👻 Ghosted cs.CL 3.3K 8 years ago
8 CyCADA: Cycle-Consistent Adversarial Domain Adaptation
Judy Hoffman, Eric Tzeng, ... (+6 more)
👻 Ghosted cs.CV 3.2K 8 years ago
9 Towards Federated Learning at Scale: System Design
Keith Bonawitz, Hubert Eichner, ... (+12 more)
👻 Ghosted cs.LG 3.0K 7 years ago
10 Direct Sparse Odometry
Jakob Engel, Vladlen Koltun, Daniel Cremers
👻 Ghosted cs.CV 2.8K 9 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 Hyperband: A Novel Bandit-Based Approach to Hyperparameter Optimization
Lisha Li, Kevin Jamieson, ... (+3 more)
👻 Ghosted cs.LG 2.6K 10 years ago
13 EIE: Efficient Inference Engine on Compressed Deep Neural Network
Song Han, Xingyu Liu, ... (+5 more)
👻 Ghosted cs.CV 2.6K 10 years ago
14 Revisiting Semi-Supervised Learning with Graph Embeddings
Zhilin Yang, William W. Cohen, Ruslan Salakhutdinov
👻 Ghosted cs.LG 2.4K 10 years ago
15 Representation Learning on Graphs with Jumping Knowledge Networks
Keyulu Xu, Chengtao Li, ... (+4 more)
👻 Ghosted cs.LG 2.3K 8 years ago
16 Learning Convolutional Neural Networks for Graphs
Mathias Niepert, Mohamed Ahmed, Konstantin Kutzkov
👻 Ghosted cs.LG 2.3K 10 years ago
17 Group Equivariant Convolutional Networks
Taco S. Cohen, Max Welling
👻 Ghosted cs.LG 2.2K 10 years ago
18 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
19 Deep Learning with Limited Numerical Precision
Suyog Gupta, Ankur Agrawal, ... (+2 more)
👻 Ghosted cs.LG 2.1K 11 years ago
20 Normalizing Flows for Probabilistic Modeling and Inference
George Papamakarios, Eric Nalisnick, ... (+3 more)
👻 Ghosted stat.ML 2.1K 6 years ago
21 A Closer Look at Memorization in Deep Networks
Devansh Arpit, Stanisław Jastrzębski, ... (+9 more)
👻 Ghosted stat.ML 2.1K 9 years ago
22 DRAW: A Recurrent Neural Network For Image Generation
Karol Gregor, Ivo Danihelka, ... (+3 more)
👻 Ghosted cs.CV 2.0K 11 years ago
23 Byzantine-Robust Distributed Learning: Towards Optimal Statistical Rates
Dong Yin, Yudong Chen, ... (+2 more)
👻 Ghosted cs.LG 2.0K 8 years ago
24 Deep Bayesian Active Learning with Image Data
Yarin Gal, Riashat Islam, Zoubin Ghahramani
👻 Ghosted cs.LG 1.9K 9 years ago
25 MLlib: Machine Learning in Apache Spark
Xiangrui Meng, Joseph Bradley, ... (+14 more)
👻 Ghosted cs.LG 1.8K 11 years ago
26 A Distributional Perspective on Reinforcement Learning
Marc G. Bellemare, Will Dabney, Rémi Munos
👻 Ghosted cs.LG 1.7K 8 years ago
27 Large-Scale Evolution of Image Classifiers
Esteban Real, Sherry Moore, ... (+6 more)
👻 Ghosted cs.NE 1.7K 9 years ago
28 Learning Latent Dynamics for Planning from Pixels
Danijar Hafner, Timothy Lillicrap, ... (+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 A Convergence Theory for Deep Learning via Over-Parameterization
Zeyuan Allen-Zhu, Yuanzhi Li, Zhao Song
👻 Ghosted cs.LG 1.6K 7 years ago
33 Reinforcement Learning with Deep Energy-Based Policies
Tuomas Haarnoja, Haoran Tang, ... (+2 more)
👻 Ghosted cs.LG 1.5K 9 years ago
34 Fine-tuning CNN Image Retrieval with No Human Annotation
Filip Radenović, Giorgos Tolias, Ondřej Chum
👻 Ghosted cs.CV 1.5K 8 years ago
35 The Ethics of AI Ethics -- An Evaluation of Guidelines
Thilo Hagendorff
👻 Ghosted cs.AI 1.4K 7 years ago
36 Deeply supervised salient object detection with short connections
Qibin Hou, Ming-Ming Cheng, ... (+4 more)
👻 Ghosted cs.CV 1.4K 9 years ago
37 Train faster, generalize better: Stability of stochastic gradient descent
Moritz Hardt, Benjamin Recht, Yoram Singer
👻 Ghosted cs.LG 1.4K 10 years ago
38 Black-box Adversarial Attacks with Limited Queries and Information
Andrew Ilyas, Logan Engstrom, ... (+2 more)
👻 Ghosted cs.CV 1.3K 8 years ago
39 Trainable Nonlinear Reaction Diffusion: A Flexible Framework for Fast and Effective Image Restoration
Yunjin Chen, Thomas Pock
👻 Ghosted cs.CV 1.3K 10 years ago
40 HyperFace: A Deep Multi-task Learning Framework for Face Detection, Landmark Localization, Pose Estimation, and Gender Recognition
Rajeev Ranjan, Vishal M. Patel, Rama Chellappa
👻 Ghosted cs.CV 1.3K 10 years ago
41 Optimal Transport for Domain Adaptation
Nicolas Courty, Rémi Flamary, ... (+2 more)
👻 Ghosted cs.LG 1.3K 10 years ago
42 Learning Depth from Single Monocular Images Using Deep Convolutional Neural Fields
Fayao Liu, Chunhua Shen, ... (+2 more)
👻 Ghosted cs.CV 1.3K 11 years ago
43 BAM: Bottleneck Attention Module
Jongchan Park, Sanghyun Woo, ... (+2 more)
👻 Ghosted cs.CV 1.2K 7 years ago
44 Compressing Neural Networks with the Hashing Trick
Wenlin Chen, James T. Wilson, ... (+3 more)
👻 Ghosted cs.LG 1.2K 11 years ago
45 SCNN: An Accelerator for Compressed-sparse Convolutional Neural Networks
Angshuman Parashar, Minsoo Rhu, ... (+7 more)
👻 Ghosted cs.NE 1.2K 9 years ago
46 Ask Me Anything: Dynamic Memory Networks for Natural Language Processing
Ankit Kumar, Ozan Irsoy, ... (+7 more)
👻 Ghosted cs.CL 1.2K 10 years ago
47 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
48 Ditto: Fair and Robust Federated Learning Through Personalization
Tian Li, Shengyuan Hu, ... (+2 more)
👻 Ghosted cs.LG 1.2K 5 years ago
49 Discriminative Scale Space Tracking
Martin Danelljan, Gustav Häger, ... (+2 more)
👻 Ghosted cs.CV 1.2K 9 years ago
50 Doctor AI: Predicting Clinical Events via Recurrent Neural Networks
Edward Choi, Mohammad Taha Bahadori, ... (+3 more)
👻 Ghosted cs.LG 1.2K 10 years ago