💀 The Wall of Shame

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

Page 1

# Paper Cause of Death Category Citations Published
1 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
2 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
3 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
4 Benchmarking Deep Reinforcement Learning for Continuous Control
Yan Duan, Xi Chen, ... (+3 more)
🌅 Old Age cs.LG 1.8K 9 years ago
5 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
6 signSGD: Compressed Optimisation for Non-Convex Problems
Jeremy Bernstein, Yu-Xiang Wang, ... (+2 more)
🌅 Old Age cs.LG 1.2K 8 years ago
7 Toward Controlled Generation of Text
Zhiting Hu, Zichao Yang, ... (+3 more)
🌅 Old Age cs.LG 1.0K 9 years ago
8 Flow++: Improving Flow-Based Generative Models with Variational Dequantization and Architecture Design
Jonathan Ho, Xi Chen, ... (+3 more)
🌅 Old Age cs.LG 488 7 years ago
9 Self-Supervised Exploration via Disagreement
Deepak Pathak, Dhiraj Gandhi, Abhinav Gupta
🌅 Old Age cs.LG 429 6 years ago
10 Decoupling Representation Learning from Reinforcement Learning
Adam Stooke, Kimin Lee, ... (+2 more)
🌅 Old Age cs.LG 384 5 years ago
11 PixelSNAIL: An Improved Autoregressive Generative Model
Xi Chen, Nikhil Mishra, ... (+2 more)
🌅 Old Age cs.LG 300 8 years ago
12 Efficient softmax approximation for GPUs
Edouard Grave, Armand Joulin, ... (+3 more)
🌅 Old Age cs.CL 290 9 years ago
13 Randomized Smoothing of All Shapes and Sizes
Greg Yang, Tony Duan, ... (+4 more)
🌅 Old Age cs.LG 228 6 years ago
14 Extracting Automata from Recurrent Neural Networks Using Queries and Counterexamples
Gail Weiss, Yoav Goldberg, Eran Yahav
🌅 Old Age cs.LG 205 8 years ago
15 Latent Space Policies for Hierarchical Reinforcement Learning
Tuomas Haarnoja, Kristian Hartikainen, ... (+2 more)
🌅 Old Age cs.LG 203 7 years ago
16 Model-Based Active Exploration
Pranav Shyam, Wojciech Jaśkowski, Faustino Gomez
🌅 Old Age cs.LG 192 7 years ago
17 CURIOUS: Intrinsically Motivated Modular Multi-Goal Reinforcement Learning
Cédric Colas, Pierre Fournier, ... (+3 more)
🌅 Old Age cs.AI 182 7 years ago
18 meProp: Sparsified Back Propagation for Accelerated Deep Learning with Reduced Overfitting
Xu Sun, Xuancheng Ren, ... (+2 more)
🌅 Old Age cs.LG 167 8 years ago
19 Parsimonious Black-Box Adversarial Attacks via Efficient Combinatorial Optimization
Seungyong Moon, Gaon An, Hyun Oh Song
🌅 Old Age cs.LG 149 6 years ago
20 When Explanations Lie: Why Many Modified BP Attributions Fail
Leon Sixt, Maximilian Granz, Tim Landgraf
🌅 Old Age cs.LG 145 6 years ago
21 SDE-Net: Equipping Deep Neural Networks with Uncertainty Estimates
Lingkai Kong, Jimeng Sun, Chao Zhang
🌅 Old Age cs.LG 128 5 years ago
22 Deep $k$-Means: Re-Training and Parameter Sharing with Harder Cluster Assignments for Compressing Deep Convolutions
Junru Wu, Yue Wang, ... (+4 more)
🌅 Old Age cs.LG 121 7 years ago
23 Deciding How to Decide: Dynamic Routing in Artificial Neural Networks
Mason McGill, Pietro Perona
🌅 Old Age stat.ML 107 9 years ago
24 DiCE: The Infinitely Differentiable Monte-Carlo Estimator
Jakob Foerster, Gregory Farquhar, ... (+4 more)
🌅 Old Age cs.LG 104 8 years ago
25 Adaptive Stochastic Natural Gradient Method for One-Shot Neural Architecture Search
Youhei Akimoto, Shinichi Shirakawa, ... (+4 more)
🌅 Old Age cs.LG 92 6 years ago
26 Exploiting the Potential of Standard Convolutional Autoencoders for Image Restoration by Evolutionary Search
Masanori Suganuma, Mete Ozay, Takayuki Okatani
🌅 Old Age cs.NE 91 8 years ago
27 Differentiable Product Quantization for End-to-End Embedding Compression
Ting Chen, Lala Li, Yizhou Sun
🌅 Old Age cs.LG 77 6 years ago
28 Learning Visual Reasoning Without Strong Priors
Ethan Perez, Harm de Vries, ... (+3 more)
🌅 Old Age cs.CV 63 8 years ago
29 Flow Models for Arbitrary Conditional Likelihoods
Yang Li, Shoaib Akbar, Junier B. Oliva
🌅 Old Age cs.LG 42 6 years ago
30 Clipped Action Policy Gradient
Yasuhiro Fujita, Shin-ichi Maeda
🌅 Old Age cs.LG 40 8 years ago
31 MaskedFusion: Mask-based 6D Object Pose Estimation
Nuno Pereira, Luís A. Alexandre
🌅 Old Age cs.CV 34 6 years ago
32 Clinician-in-the-Loop Decision Making: Reinforcement Learning with Near-Optimal Set-Valued Policies
Shengpu Tang, Aditya Modi, ... (+2 more)
🌅 Old Age cs.LG 31 5 years ago
33 StrassenNets: Deep Learning with a Multiplication Budget
Michael Tschannen, Aran Khanna, Anima Anandkumar
🌅 Old Age cs.LG 30 8 years ago
34 Can Deep Reinforcement Learning Solve Erdos-Selfridge-Spencer Games?
Maithra Raghu, Alex Irpan, ... (+4 more)
🌅 Old Age cs.AI 29 8 years ago
35 LoGANv2: Conditional Style-Based Logo Generation with Generative Adversarial Networks
Cedric Oeldorf, Gerasimos Spanakis
🌅 Old Age cs.LG 26 6 years ago
36 Fast Adaptation via Policy-Dynamics Value Functions
Roberta Raileanu, Max Goldstein, ... (+2 more)
🌅 Old Age cs.LG 21 5 years ago
37 S2SD: Simultaneous Similarity-based Self-Distillation for Deep Metric Learning
Karsten Roth, Timo Milbich, ... (+3 more)
🌅 Old Age cs.CV 16 5 years ago
38 Multigrid Neural Memory
Tri Huynh, Michael Maire, Matthew R. Walter
🌅 Old Age cs.LG 10 6 years ago
39 Neurally-Guided Structure Inference
Sidi Lu, Jiayuan Mao, ... (+2 more)
🌅 Old Age cs.LG 7 6 years ago
40 Variable Skipping for Autoregressive Range Density Estimation
Eric Liang, Zongheng Yang, ... (+4 more)
🌅 Old Age cs.LG 4 5 years ago
41 Stochastic Weight Matrix-based Regularization Methods for Deep Neural Networks
Patrik Reizinger, Bálint Gyires-Tóth
🌅 Old Age cs.LG 2 6 years ago
42 On the Expressivity of Neural Networks for Deep Reinforcement Learning
Kefan Dong, Yuping Luo, Tengyu Ma
🌅 Old Age cs.LG 0 6 years ago