💀 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 Density estimation using Real NVP
Laurent Dinh, Jascha Sohl-Dickstein, Samy Bengio
👻 Ghosted cs.LG 4.2K 10 years ago
2 Pruning Filters for Efficient ConvNets
Hao Li, Asim Kadav, ... (+3 more)
👻 Ghosted cs.CV 4.0K 9 years ago
3 Gated Graph Sequence Neural Networks
Yujia Li, Daniel Tarlow, ... (+2 more)
👻 Ghosted cs.LG 3.5K 10 years ago
4 Adversarial Machine Learning at Scale
Alexey Kurakin, Ian Goodfellow, Samy Bengio
👻 Ghosted cs.CV 3.3K 9 years ago
5 Ensemble Adversarial Training: Attacks and Defenses
Florian Tramèr, Alexey Kurakin, ... (+4 more)
👻 Ghosted stat.ML 3.0K 9 years ago
6 Learning deep representations by mutual information estimation and maximization
R Devon Hjelm, Alex Fedorov, ... (+5 more)
👻 Ghosted stat.ML 2.9K 7 years ago
7 Temporal Ensembling for Semi-Supervised Learning
Samuli Laine, Timo Aila
👻 Ghosted cs.NE 2.8K 9 years ago
8 The Concrete Distribution: A Continuous Relaxation of Discrete Random Variables
Chris J. Maddison, Andriy Mnih, Yee Whye Teh
👻 Ghosted cs.LG 2.7K 9 years ago
9 Session-based Recommendations with Recurrent Neural Networks
Balázs Hidasi, Alexandros Karatzoglou, ... (+2 more)
👻 Ghosted cs.LG 2.7K 10 years ago
10 RotatE: Knowledge Graph Embedding by Relational Rotation in Complex Space
Zhiqing Sun, Zhi-Hong Deng, ... (+2 more)
👻 Ghosted cs.LG 2.6K 7 years ago
11 A Structured Self-attentive Sentence Embedding
Zhouhan Lin, Minwei Feng, ... (+5 more)
👻 Ghosted cs.CL 2.3K 9 years ago
12 Variational image compression with a scale hyperprior
Johannes Ballé, David Minnen, ... (+3 more)
👻 Ghosted eess.IV 2.2K 8 years ago
13 Deep multi-scale video prediction beyond mean square error
Michael Mathieu, Camille Couprie, Yann LeCun
👻 Ghosted cs.LG 2.0K 10 years ago
14 Predict then Propagate: Graph Neural Networks meet Personalized PageRank
Johannes Gasteiger, Aleksandar Bojchevski, Stephan Günnemann
👻 Ghosted cs.LG 1.9K 7 years ago
15 End-to-end Optimized Image Compression
Johannes Ballé, Valero Laparra, Eero P. Simoncelli
👻 Ghosted cs.CV 1.9K 9 years ago
16 Delving into Transferable Adversarial Examples and Black-box Attacks
Yanpei Liu, Xinyun Chen, ... (+2 more)
👻 Ghosted cs.LG 1.9K 9 years ago
17 Robustness May Be at Odds with Accuracy
Dimitris Tsipras, Shibani Santurkar, ... (+3 more)
👻 Ghosted stat.ML 1.9K 8 years ago
18 Adversarial Feature Learning
Jeff Donahue, Philipp Krähenbühl, Trevor Darrell
👻 Ghosted cs.LG 1.9K 10 years ago
19 HyperNetworks
David Ha, Andrew Dai, Quoc V. Le
👻 Ghosted cs.LG 1.8K 9 years ago
20 Neural Combinatorial Optimization with Reinforcement Learning
Irwan Bello, Hieu Pham, ... (+3 more)
👻 Ghosted cs.AI 1.7K 9 years ago
21 Designing Neural Network Architectures using Reinforcement Learning
Bowen Baker, Otkrist Gupta, ... (+2 more)
👻 Ghosted cs.LG 1.5K 9 years ago
22 Lifelong Learning with Dynamically Expandable Networks
Jaehong Yoon, Eunho Yang, ... (+2 more)
👻 Ghosted cs.LG 1.4K 8 years ago
23 Gradient Descent Provably Optimizes Over-parameterized Neural Networks
Simon S. Du, Xiyu Zhai, ... (+2 more)
👻 Ghosted cs.LG 1.3K 7 years ago
24 Reinforcement Learning with Unsupervised Auxiliary Tasks
Max Jaderberg, Volodymyr Mnih, ... (+5 more)
👻 Ghosted cs.LG 1.3K 9 years ago
25 A Learned Representation For Artistic Style
Vincent Dumoulin, Jonathon Shlens, Manjunath Kudlur
👻 Ghosted cs.CV 1.2K 9 years ago
26 Regularizing Neural Networks by Penalizing Confident Output Distributions
Gabriel Pereyra, George Tucker, ... (+3 more)
👻 Ghosted cs.NE 1.2K 9 years ago
27 Diversity is All You Need: Learning Skills without a Reward Function
Benjamin Eysenbach, Abhishek Gupta, ... (+2 more)
👻 Ghosted cs.AI 1.2K 8 years ago
28 Local SGD Converges Fast and Communicates Little
Sebastian U. Stich
👻 Ghosted math.OC 1.2K 8 years ago
29 Deep Neural Networks as Gaussian Processes
Jaehoon Lee, Yasaman Bahri, ... (+4 more)
👻 Ghosted stat.ML 1.2K 8 years ago
30 A note on the evaluation of generative models
Lucas Theis, Aäron van den Oord, Matthias Bethge
👻 Ghosted stat.ML 1.2K 10 years ago
31 Learning to Diagnose with LSTM Recurrent Neural Networks
Zachary C. Lipton, David C. Kale, ... (+2 more)
👻 Ghosted cs.LG 1.2K 10 years ago
32 Data Augmentation Generative Adversarial Networks
Antreas Antoniou, Amos Storkey, Harrison Edwards
👻 Ghosted stat.ML 1.2K 8 years ago
33 Energy-based Generative Adversarial Network
Junbo Zhao, Michael Mathieu, Yann LeCun
👻 Ghosted cs.LG 1.1K 9 years ago
34 Wasserstein Auto-Encoders
Ilya Tolstikhin, Olivier Bousquet, ... (+2 more)
👻 Ghosted stat.ML 1.1K 8 years ago
35 Don't Decay the Learning Rate, Increase the Batch Size
Samuel L. Smith, Pieter-Jan Kindermans, ... (+2 more)
👻 Ghosted cs.LG 1.1K 8 years ago
36 Mastering Atari with Discrete World Models
Danijar Hafner, Timothy Lillicrap, ... (+2 more)
👻 Ghosted cs.LG 1.1K 5 years ago
37 Unrolled Generative Adversarial Networks
Luke Metz, Ben Poole, ... (+2 more)
👻 Ghosted cs.LG 1.1K 9 years ago
38 Composition-based Multi-Relational Graph Convolutional Networks
Shikhar Vashishth, Soumya Sanyal, ... (+2 more)
👻 Ghosted cs.LG 1.1K 6 years ago
39 FractalNet: Ultra-Deep Neural Networks without Residuals
Gustav Larsson, Michael Maire, Gregory Shakhnarovich
👻 Ghosted cs.CV 1.0K 10 years ago
40 On Detecting Adversarial Perturbations
Jan Hendrik Metzen, Tim Genewein, ... (+2 more)
👻 Ghosted stat.ML 1.0K 9 years ago
41 Particular object retrieval with integral max-pooling of CNN activations
Giorgos Tolias, Ronan Sicre, Hervé Jégou
👻 Ghosted cs.CV 1.0K 10 years ago
42 Order Matters: Sequence to sequence for sets
Oriol Vinyals, Samy Bengio, Manjunath Kudlur
👻 Ghosted stat.ML 1.0K 10 years ago
43 Generalization through Memorization: Nearest Neighbor Language Models
Urvashi Khandelwal, Omer Levy, ... (+3 more)
👻 Ghosted cs.CL 997 6 years ago
44 FFJORD: Free-form Continuous Dynamics for Scalable Reversible Generative Models
Will Grathwohl, Ricky T. Q. Chen, ... (+3 more)
👻 Ghosted cs.LG 992 7 years ago
45 Noisy Networks for Exploration
Meire Fortunato, Mohammad Gheshlaghi Azar, ... (+10 more)
👻 Ghosted cs.LG 981 9 years ago
46 InfoGraph: Unsupervised and Semi-supervised Graph-Level Representation Learning via Mutual Information Maximization
Fan-Yun Sun, Jordan Hoffmann, ... (+2 more)
👻 Ghosted cs.LG 979 6 years ago
47 Deep Complex Networks
Chiheb Trabelsi, Olexa Bilaniuk, ... (+8 more)
👻 Ghosted cs.NE 960 9 years ago
48 Hierarchical Representations for Efficient Architecture Search
Hanxiao Liu, Karen Simonyan, ... (+3 more)
👻 Ghosted cs.LG 949 8 years ago
49 Learning to Navigate in Complex Environments
Piotr Mirowski, Razvan Pascanu, ... (+10 more)
👻 Ghosted cs.AI 935 9 years ago
50 Compression of Deep Convolutional Neural Networks for Fast and Low Power Mobile Applications
Yong-Deok Kim, Eunhyeok Park, ... (+4 more)
👻 Ghosted cs.CV 933 10 years ago