💀 The Wall of Shame

The most cited papers with no code. Sorted by the weight of their sins.

Page 2, showing 50 papers

# Paper Cause of Death Category Citations Published
51 Generative Moment Matching Networks
Yujia Li, Kevin Swersky, Richard Zemel
👻 Ghosted cs.LG 899 11 years ago
52 Actor-Attention-Critic for Multi-Agent Reinforcement Learning
Shariq Iqbal, Fei Sha
👻 Ghosted cs.LG 896 7 years ago
53 Compressed Sensing using Generative Models
Ashish Bora, Ajil Jalal, ... (+2 more)
👻 Ghosted stat.ML 893 9 years ago
54 Parallel WaveNet: Fast High-Fidelity Speech Synthesis
Aaron van den Oord, Yazhe Li, ... (+20 more)
👻 Ghosted cs.LG 893 8 years ago
55 Gated Feedback Recurrent Neural Networks
Junyoung Chung, Caglar Gulcehre, ... (+2 more)
👻 Ghosted cs.NE 884 11 years ago
56 Preventing Fairness Gerrymandering: Auditing and Learning for Subgroup Fairness
Michael Kearns, Seth Neel, ... (+2 more)
👻 Ghosted cs.LG 866 8 years ago
57 On the Expressive Power of Deep Neural Networks
Maithra Raghu, Ben Poole, ... (+3 more)
👻 Ghosted stat.ML 859 10 years ago
58 A Theoretical Analysis of Contrastive Unsupervised Representation Learning
Sanjeev Arora, Hrishikesh Khandeparkar, ... (+3 more)
👻 Ghosted cs.LG 859 7 years ago
59 Parseval Networks: Improving Robustness to Adversarial Examples
Moustapha Cisse, Piotr Bojanowski, ... (+3 more)
👻 Ghosted stat.ML 857 9 years ago
60 Adversarial Attack on Graph Structured Data
Hanjun Dai, Hui Li, ... (+5 more)
👻 Ghosted cs.LG 854 8 years ago
61 Online Tracking by Learning Discriminative Saliency Map with Convolutional Neural Network
Seunghoon Hong, Tackgeun You, ... (+2 more)
👻 Ghosted cs.CV 849 11 years ago
62 Sharp Minima Can Generalize For Deep Nets
Laurent Dinh, Razvan Pascanu, ... (+2 more)
👻 Ghosted cs.LG 848 9 years ago
63 Fixed Point Quantization of Deep Convolutional Networks
Darryl D. Lin, Sachin S. Talathi, V. Sreekanth Annapureddy
👻 Ghosted cs.LG 847 10 years ago
64 Unitary Evolution Recurrent Neural Networks
Martin Arjovsky, Amar Shah, Yoshua Bengio
👻 Ghosted cs.LG 847 10 years ago
65 Minimax Regret Bounds for Reinforcement Learning
Mohammad Gheshlaghi Azar, Ian Osband, Rémi Munos
👻 Ghosted stat.ML 843 9 years ago
66 PDE-Net: Learning PDEs from Data
Zichao Long, Yiping Lu, ... (+2 more)
👻 Ghosted math.NA 832 8 years ago
67 From Softmax to Sparsemax: A Sparse Model of Attention and Multi-Label Classification
André F. T. Martins, Ramón Fernandez Astudillo
👻 Ghosted cs.CL 813 10 years ago
68 Learning Representations for Counterfactual Inference
Fredrik D. Johansson, Uri Shalit, David Sontag
👻 Ghosted stat.ML 795 10 years ago
69 Recommendations as Treatments: Debiasing Learning and Evaluation
Tobias Schnabel, Adith Swaminathan, ... (+3 more)
👻 Ghosted cs.LG 779 10 years ago
70 Dynamic Memory Networks for Visual and Textual Question Answering
Caiming Xiong, Stephen Merity, Richard Socher
👻 Ghosted cs.NE 765 10 years ago
71 The many Shapley values for model explanation
Mukund Sundararajan, Amir Najmi
👻 Ghosted cs.AI 762 6 years ago
72 Input Convex Neural Networks
Brandon Amos, Lei Xu, J. Zico Kolter
👻 Ghosted cs.LG 761 9 years ago
73 Efficient Off-Policy Meta-Reinforcement Learning via Probabilistic Context Variables
Kate Rakelly, Aurick Zhou, ... (+3 more)
👻 Ghosted cs.LG 759 7 years ago
74 Discriminative Embeddings of Latent Variable Models for Structured Data
Hanjun Dai, Bo Dai, Le Song
👻 Ghosted cs.LG 748 10 years ago
75 Towards Fast Computation of Certified Robustness for ReLU Networks
Tsui-Wei Weng, Huan Zhang, ... (+6 more)
👻 Ghosted stat.ML 735 8 years ago
76 Quantifying Generalization in Reinforcement Learning
Karl Cobbe, Oleg Klimov, ... (+3 more)
👻 Ghosted cs.LG 733 7 years ago
77 Linear Mode Connectivity and the Lottery Ticket Hypothesis
Jonathan Frankle, Gintare Karolina Dziugaite, ... (+2 more)
👻 Ghosted cs.LG 721 6 years ago
78 Generalization and Equilibrium in Generative Adversarial Nets (GANs)
Sanjeev Arora, Rong Ge, ... (+3 more)
👻 Ghosted cs.LG 713 9 years ago
79 SARAH: A Novel Method for Machine Learning Problems Using Stochastic Recursive Gradient
Lam M. Nguyen, Jie Liu, ... (+2 more)
👻 Ghosted stat.ML 685 9 years ago
80 Invertible Residual Networks
Jens Behrmann, Will Grathwohl, ... (+3 more)
👻 Ghosted cs.LG 685 7 years ago
81 Doubly Robust Off-policy Value Evaluation for Reinforcement Learning
Nan Jiang, Lihong Li
👻 Ghosted cs.LG 682 10 years ago
82 Simple Black-box Adversarial Attacks
Chuan Guo, Jacob R. Gardner, ... (+3 more)
👻 Ghosted cs.LG 676 7 years ago
83 Count-Based Exploration with Neural Density Models
Georg Ostrovski, Marc G. Bellemare, ... (+2 more)
👻 Ghosted cs.AI 668 9 years ago
84 Mean Field Multi-Agent Reinforcement Learning
Yaodong Yang, Rui Luo, ... (+4 more)
👻 Ghosted cs.MA 660 8 years ago
85 Neural Variational Inference for Text Processing
Yishu Miao, Lei Yu, Phil Blunsom
👻 Ghosted cs.CL 659 10 years ago
86 Fully Decentralized Multi-Agent Reinforcement Learning with Networked Agents
Kaiqing Zhang, Zhuoran Yang, ... (+3 more)
👻 Ghosted cs.LG 654 8 years ago
87 Leveraging Procedural Generation to Benchmark Reinforcement Learning
Karl Cobbe, Christopher Hesse, ... (+2 more)
👻 Ghosted cs.LG 654 6 years ago
88 Stabilising Experience Replay for Deep Multi-Agent Reinforcement Learning
Jakob Foerster, Nantas Nardelli, ... (+5 more)
👻 Ghosted cs.AI 650 9 years ago
89 Deep Voice: Real-time Neural Text-to-Speech
Sercan O. Arik, Mike Chrzanowski, ... (+10 more)
👻 Ghosted cs.CL 647 9 years ago
90 Graph networks as learnable physics engines for inference and control
Alvaro Sanchez-Gonzalez, Nicolas Heess, ... (+5 more)
👻 Ghosted cs.LG 642 8 years ago
91 Adversarial Risk and the Dangers of Evaluating Against Weak Attacks
Jonathan Uesato, Brendan O'Donoghue, ... (+2 more)
👻 Ghosted cs.LG 640 8 years ago
92 Stochastic Variance Reduction for Nonconvex Optimization
Sashank J. Reddi, Ahmed Hefny, ... (+3 more)
👻 Ghosted math.OC 639 10 years ago
93 Learning to Explain: An Information-Theoretic Perspective on Model Interpretation
Jianbo Chen, Le Song, ... (+2 more)
👻 Ghosted cs.LG 637 8 years ago
94 Data-Efficient Off-Policy Policy Evaluation for Reinforcement Learning
Philip S. Thomas, Emma Brunskill
👻 Ghosted cs.LG 615 10 years ago
95 Diffusion Models for Adversarial Purification
Weili Nie, Brandon Guo, ... (+4 more)
👻 Ghosted cs.LG 609 4 years ago
96 Asymmetric Tri-training for Unsupervised Domain Adaptation
Kuniaki Saito, Yoshitaka Ushiku, Tatsuya Harada
👻 Ghosted cs.CV 606 9 years ago
97 A Unified Theory of Decentralized SGD with Changing Topology and Local Updates
Anastasia Koloskova, Nicolas Loizou, ... (+3 more)
👻 Ghosted cs.LG 606 6 years ago
98 Label-Only Membership Inference Attacks
Christopher A. Choquette-Choo, Florian Tramer, ... (+2 more)
👻 Ghosted cs.CR 604 5 years ago
99 Automated Curriculum Learning for Neural Networks
Alex Graves, Marc G. Bellemare, ... (+3 more)
👻 Ghosted cs.NE 600 9 years ago
100 Certified Data Removal from Machine Learning Models
Chuan Guo, Tom Goldstein, ... (+2 more)
👻 Ghosted cs.LG 597 6 years ago