💀 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 A Genetic Programming Approach to Designing Convolutional Neural Network Architectures
Masanori Suganuma, Shinichi Shirakawa, Tomoharu Nagao
🌅 Old Age cs.NE 606 8 years ago
2 Evaluation of a Tree-based Pipeline Optimization Tool for Automating Data Science
Randal S. Olson, Nathan Bartley, ... (+2 more)
👻 Ghosted cs.NE 581 10 years ago
3 GenAttack: Practical Black-box Attacks with Gradient-Free Optimization
Moustafa Alzantot, Yash Sharma, ... (+4 more)
👻 Ghosted cs.LG 281 7 years ago
4 Evolving Mario Levels in the Latent Space of a Deep Convolutional Generative Adversarial Network
Vanessa Volz, Jacob Schrum, ... (+4 more)
👻 Ghosted cs.AI 253 7 years ago
5 Fast Genetic Algorithms
Benjamin Doerr, Huu Phuoc Le, ... (+2 more)
👻 Ghosted cs.NE 221 9 years ago
6 AlphaStar: An Evolutionary Computation Perspective
Kai Arulkumaran, Antoine Cully, Julian Togelius
👻 Ghosted cs.NE 197 7 years ago
7 Where are we now? A large benchmark study of recent symbolic regression methods
Patryk Orzechowski, William La Cava, Jason H. Moore
👻 Ghosted cs.NE 178 7 years ago
8 Epsilon-Lexicase Selection for Regression
William La Cava, Lee Spector, Kourosh Danai
👻 Ghosted cs.NE 155 6 years ago
9 Covariance Matrix Adaptation for the Rapid Illumination of Behavior Space
Matthew C. Fontaine, Julian Togelius, ... (+2 more)
👻 Ghosted cs.LG 153 6 years ago
10 Evolutionary Architecture Search For Deep Multitask Networks
Jason Liang, Elliot Meyerson, Risto Miikkulainen
👻 Ghosted cs.NE 128 8 years ago
11 Genetic Algorithms for Evolving Deep Neural Networks
Eli David, Iddo Greental
👻 Ghosted cs.NE 125 8 years ago
12 PonyGE2: Grammatical Evolution in Python
Michael Fenton, James McDermott, ... (+4 more)
👻 Ghosted cs.NE 120 9 years ago
13 Evolutionary Neural AutoML for Deep Learning
Jason Liang, Elliot Meyerson, ... (+4 more)
👻 Ghosted cs.NE 119 7 years ago
14 Neuroevolution of Self-Interpretable Agents
Yujin Tang, Duong Nguyen, David Ha
👻 Ghosted cs.NE 117 6 years ago
15 Autonomous skill discovery with Quality-Diversity and Unsupervised Descriptors
Antoine Cully
👻 Ghosted cs.RO 115 6 years ago
16 Optimal Parameter Choices via Precise Black-Box Analysis
Benjamin Doerr, Carola Doerr, Jing Yang
👻 Ghosted cs.NE 108 7 years ago
17 Convolution by Evolution: Differentiable Pattern Producing Networks
Chrisantha Fernando, Dylan Banarse, ... (+6 more)
👻 Ghosted cs.NE 104 9 years ago
18 Safe Mutations for Deep and Recurrent Neural Networks through Output Gradients
Joel Lehman, Jay Chen, ... (+2 more)
👻 Ghosted cs.NE 97 8 years ago
19 ES Is More Than Just a Traditional Finite-Difference Approximator
Joel Lehman, Jay Chen, ... (+2 more)
👻 Ghosted cs.NE 95 8 years ago
20 Scaling MAP-Elites to Deep Neuroevolution
Cédric Colas, Joost Huizinga, ... (+2 more)
👻 Ghosted cs.NE 94 6 years ago
21 Deep Reinforcement Learning Based Parameter Control in Differential Evolution
Mudita Sharma, Alexandros Komninos, ... (+2 more)
👻 Ghosted cs.NE 93 6 years ago
22 LLMatic: Neural Architecture Search via Large Language Models and Quality Diversity Optimization
Muhammad U. Nasir, Sam Earle, ... (+3 more)
💀 404 Not Found cs.NE 92 2 years ago
23 Discovering the Elite Hypervolume by Leveraging Interspecies Correlation
Vassilis Vassiliades, Jean-Baptiste Mouret
👻 Ghosted cs.NE 89 7 years ago
24 Autostacker: A Compositional Evolutionary Learning System
Boyuan Chen, Harvey Wu, ... (+3 more)
👻 Ghosted cs.LG 86 8 years ago
25 Talakat: Bullet Hell Generation through Constrained Map-Elites
Ahmed Khalifa, Scott Lee, ... (+2 more)
👻 Ghosted cs.AI 84 7 years ago
26 Benchmarking Discrete Optimization Heuristics with IOHprofiler
Carola Doerr, Furong Ye, ... (+4 more)
👻 Ghosted cs.NE 80 6 years ago
27 Optimal Parameter Choices Through Self-Adjustment: Applying the 1/5-th Rule in Discrete Settings
Benjamin Doerr, Carola Doerr
👻 Ghosted cs.NE 80 10 years ago
28 Mapping Hearthstone Deck Spaces through MAP-Elites with Sliding Boundaries
Matthew C. Fontaine, Scott Lee, ... (+4 more)
👻 Ghosted cs.NE 79 6 years ago
29 The (1+$λ$) Evolutionary Algorithm with Self-Adjusting Mutation Rate
Benjamin Doerr, Christian Gießen, ... (+2 more)
👻 Ghosted cs.NE 76 8 years ago
30 Large Scale Evolution of Convolutional Neural Networks Using Volunteer Computing
Travis Desell
👻 Ghosted cs.NE 75 9 years ago
31 Diversity Policy Gradient for Sample Efficient Quality-Diversity Optimization
Thomas Pierrot, Valentin Macé, ... (+7 more)
👻 Ghosted cs.AI 74 5 years ago
32 evosax: JAX-based Evolution Strategies
Robert Tjarko Lange
👻 Ghosted cs.NE 72 3 years ago
33 Optimization by Pairwise Linkage Detection, Incremental Linkage Set, and Restricted / Back Mixing: DSMGA-II
Shih-Huan Hsu, Tian-Li Yu
👻 Ghosted cs.NE 71 7 years ago
34 Evolving Deep Neural Networks by Multi-objective Particle Swarm Optimization for Image Classification
Bin Wang, Yanan Sun, ... (+2 more)
👻 Ghosted cs.NE 70 7 years ago
35 Quality Diversity for Multi-task Optimization
Jean-Baptiste Mouret, Glenn Maguire
👻 Ghosted cs.NE 69 6 years ago
36 Evolving simple programs for playing Atari games
Dennis G Wilson, Sylvain Cussat-Blanc, ... (+2 more)
👻 Ghosted cs.NE 67 7 years ago
37 Runtime Analysis of the $(1+(λ,λ))$ Genetic Algorithm on Random Satisfiable 3-CNF Formulas
Maxim Buzdalov, Benjamin Doerr
👻 Ghosted cs.NE 65 8 years ago
38 ChatGPT and Other Large Language Models as Evolutionary Engines for Online Interactive Collaborative Game Design
Pier Luca Lanzi, Daniele Loiacono
👻 Ghosted cs.AI 62 3 years ago
39 Spatial Evolutionary Generative Adversarial Networks
Jamal Toutouh, Erik Hemberg, Una-May O'Reilly
👻 Ghosted cs.NE 61 6 years ago
40 Investigating Recurrent Neural Network Memory Structures using Neuro-Evolution
Alexander Ororbia, Ahmed Ahmed Elsaid, Travis Desell
👻 Ghosted cs.NE 60 7 years ago
41 Interactive Evolution and Exploration Within Latent Level-Design Space of Generative Adversarial Networks
Jacob Schrum, Jake Gutierrez, ... (+4 more)
👻 Ghosted cs.NE 59 5 years ago
42 Discrepancy-based Evolutionary Diversity Optimization
Aneta Neumann, Wanru Gao, ... (+3 more)
👻 Ghosted cs.NE 59 8 years ago
43 Evolutionary Optimization of Deep Learning Activation Functions
Garrett Bingham, William Macke, Risto Miikkulainen
👻 Ghosted cs.LG 57 6 years ago
44 COEGAN: Evaluating the Coevolution Effect in Generative Adversarial Networks
Victor Costa, Nuno Lourenço, ... (+2 more)
👻 Ghosted cs.NE 57 6 years ago
45 Evolutionary Diversity Optimization Using Multi-Objective Indicators
Aneta Neumann, Wanru Gao, ... (+2 more)
👻 Ghosted cs.NE 57 7 years ago
46 Fully Autonomous Programming with Large Language Models
Vadim Liventsev, Anastasiia Grishina, ... (+2 more)
👻 Ghosted cs.SE 56 2 years ago
47 Deep Neuroevolution of Recurrent and Discrete World Models
Sebastian Risi, Kenneth O. Stanley
👻 Ghosted cs.NE 56 6 years ago
48 Intentional Computational Level Design
Ahmed Khalifa, Michael Cerny Green, ... (+2 more)
👻 Ghosted cs.AI 55 6 years ago
49 Theory of Estimation-of-Distribution Algorithms
Martin S. Krejca, Carsten Witt
👻 Ghosted cs.NE 54 7 years ago
50 Demonstrating the Feasibility of Automatic Game Balancing
Vanessa Volz, Günter Rudolph, Boris Naujoks
👻 Ghosted cs.HC 52 10 years ago