64 papers
cs ne
0/02026
4- JulBFF: Simple explanations for complex phenomenano summary yetcs-ne2607.01483Google Research0 citesJul 1, 2026
- JulEvolutionary Wave Function Collapseno summary yetcs-ne2607.02082NYU0 citesJul 2, 2026
- AprCooperative Coevolution versus Monolithic Evolutionary Search for Semi-Supervised Tabular Classificationno summary yetcs-ne2604.16412MIT0 citesApr 1, 2026
- FebEvolution With Purpose: Hierarchy-Informed Optimization of Whole-Brain Modelsno summary yetcs-ne2602.11398Stanford0 citesFeb 11, 2026
2022
22021
5- OctAccelerating Genetic Programming using GPUsno summary yetcs-ne2110.11226NVIDIA4 citesOct 15, 2021
- SepThe Sensory Neuron as a Transformer: Permutation-Invariant Neural Networks for Reinforcement Learningno summary yetcs-ne2109.02869Google Research10 citesSep 7, 2021
- JunDifferentiable Programming of Reaction-Diffusion Patternsno summary yetcs-ne2107.06862Google Research1 citesJun 22, 2021
- FebKanerva++: extending The Kanerva Machine with differentiable, locally block allocated latent memoryno summary yetcs-ne2103.03905DeepMind0 citesFeb 20, 2021
- JanSelf-Organizing Intelligent Matter: A blueprint for an AI generating algorithmno summary yetcs-ne2101.07627Google Research5 citesJan 19, 2021
2020
6- DecOn the Binding Problem in Artificial Neural Networksno summary yetcs-ne2012.05208Google Research50 citesDec 9, 2020
- OctTransforming Neural Network Visual Representations to Predict Human Judgments of Similarityno summary yetcs-ne2010.06512Google Research6 citesOct 13, 2020
- AugCLAN: Continuous Learning using Asynchronous Neuroevolution on Commodity Edge Devicesno summary yetcs-ne2008.11881NVIDIA1 citesAug 27, 2020
- AprgBeam-ACO: a greedy and faster variant of Beam-ACOno summary yetcs-ne2004.11137Salesforce1 citesApr 23, 2020
- MarScaling MAP-Elites to Deep Neuroevolutionno summary yetcs-ne2003.01825OpenAI48 citesMar 3, 2020
- MarNeuroevolution of Self-Interpretable Agentsno summary yetcs-ne2003.08165Google Research50 citesMar 18, 2020
2019
8- OctImproving the Gating Mechanism of Recurrent Neural Networksno summary yetcs-ne1910.09890DeepMind30 citesOct 22, 2019
- OctLearning to Predict Without Looking Ahead: World Models Without Forward Predictionno summary yetcs-ne1910.13038Google Research14 citesOct 29, 2019
- JulMetalearned Neural Memoryno summary yetcs-ne1907.09720Microsoft Research23 citesJul 23, 2019
- JulTemporal Coding in Spiking Neural Networks with Alpha Synaptic Function: Learning with Backpropagationno summary yetcs-ne1907.13223Google Research22 citesJul 30, 2019
- JunNon-Differentiable Supervised Learning with Evolution Strategies and Hybrid Methodsno summary yetcs-ne1906.03139Google Research6 citesJun 7, 2019
- MayVariance Reduction for Evolution Strategies via Structured Control Variatesno summary yetcs-ne1906.08868Google Research0 citesMay 29, 2019
- MarGuiding High-Performance SAT Solvers with Unsat-Core Predictionsno summary yetcs-ne1903.04671Microsoft Research5 citesMar 12, 2019
- FebA Mean Field Theory of Batch Normalizationno summary yetcs-ne1902.08129Google Research54 citesFeb 21, 2019
2018
13- DecMalthusian Reinforcement Learningno summary yetcs-ne1812.07019DeepMind16 citesDec 17, 2018
- DecAn Atari Model Zoo for Analyzing, Visualizing, and Comparing Deep Reinforcement Learning Agentsno summary yetcs-ne1812.07069OpenAI17 citesDec 17, 2018
- OctUnderstanding and correcting pathologies in the training of learned optimizersno summary yetcs-ne1810.10180Google Research47 citesOct 24, 2018
- AugNeural Arithmetic Logic Unitsno summary yetcs-ne1808.00508Google Research80 citesAug 1, 2018
- JulEvolving Multimodal Robot Behavior via Many Stepping Stones with the Combinatorial Multi-Objective Evolutionary Algorithmno summary yetcs-ne1807.03392OpenAI7 citesJul 9, 2018
- JulAdaptive Neural Treesno summary yetcs-ne1807.06699Microsoft Research24 citesJul 17, 2018
- Junq-Neurons: Neuron Activations based on Stochastic Jackson's Derivative Operatorsno summary yetcs-ne1806.00149Sony1 citesJun 1, 2018
- JunMeta-Learning by the Baldwin Effectno summary yetcs-ne1806.07917DeepMind27 citesJun 6, 2018
- JunGuided evolutionary strategies: Augmenting random search with surrogate gradientsno summary yetcs-ne1806.10230Google Research26 citesJun 26, 2018
- MayHyperbolic Attention Networksno summary yetcs-ne1805.09786Google Research47 citesMay 24, 2018
- MarInequity aversion improves cooperation in intertemporal social dilemmasno summary yetcs-ne1803.08884Google Research76 citesMar 23, 2018
- FebModel compression via distillation and quantizationno summary yetcs-ne1802.05668Google Research262 citesFeb 15, 2018
- FebCan Neural Networks Understand Logical Entailment?no summary yetcs-ne1802.08535Google Research10 citesFeb 23, 2018
2017
9- NovLearning Explanatory Rules from Noisy Datano summary yetcs-ne1711.04574DeepMind11 citesNov 13, 2017
- OctSearching for Activation Functionsno summary yetcs-ne1710.05941Google Research753 citesOct 16, 2017
- OctFew-shot Autoregressive Density Estimation: Towards Learning to Learn Distributionsno summary yetcs-ne1710.10304Google Research40 citesOct 27, 2017
- MaySCNN: An Accelerator for Compressed-sparse Convolutional Neural Networksno summary yetcs-ne1708.04485NVIDIA125 citesMay 23, 2017
- AprA Neural Representation of Sketch Drawingsno summary yetcs-ne1704.03477Google Research6 citesApr 11, 2017
- AprDiagonal RNNs in Symbolic Music Modelingno summary yetcs-ne1704.05420Adobe2 citesApr 18, 2017
- MarLarge-Scale Evolution of Image Classifiersno summary yetcs-ne1703.01041Google Research544 citesMar 3, 2017
- FebDeep Learning with Dynamic Computation Graphsno summary yetcs-ne1702.02181Google Research22 citesFeb 7, 2017
- JanRegularizing Neural Networks by Penalizing Confident Output Distributionsno summary yetcs-ne1701.06548Google Research379 citesJan 23, 2017
2016
5- NovSpatio-temporal Dynamics of Intrinsic Networks in Functional Magnetic Imaging Data Using Recurrent Neural Networksno summary yetcs-ne1611.00864Microsoft Research1 citesNov 3, 2016
- JunConvolution by Evolution: Differentiable Pattern Producing Networksno summary yetcs-ne1606.02580DeepMind24 citesJun 8, 2016
- JunLearning to learn by gradient descent by gradient descentno summary yetcs-ne1606.04474Google Research344 citesJun 14, 2016
- MarDynamic Memory Networks for Visual and Textual Question Answeringno summary yetcs-ne1603.01417Salesforce595 citesMar 4, 2016
- FebAssociative Long Short-Term Memoryno summary yetcs-ne1602.03032DeepMind108 citesFeb 9, 2016
2015
8- AugBenchmarking of LSTM Networksno summary yetcs-ne1508.02774Google Research40 citesAug 11, 2015
- JulGrid Long Short-Term Memoryno summary yetcs-ne1507.01526DeepMind179 citesJul 6, 2015
- JunLearning to Transduce with Unbounded Memoryno summary yetcs-ne1506.02516DeepMind140 citesJun 8, 2015
- MarFPGA Implementation of the CAR Model of the Cochleano summary yetcs-ne1503.00504Google Research33 citesMar 2, 2015
- MarInferring Algorithmic Patterns with Stack-Augmented Recurrent Netsno summary yetcs-ne1503.01007Meta / FAIR178 citesMar 3, 2015
- MarEnd-To-End Memory Networksno summary yetcs-ne1503.08895Meta / FAIR692 citesMar 31, 2015
- FebProduct Reservoir Computing: Time-Series Computation with Multiplicative Neuronsno summary yetcs-ne1502.00718Google Research4 citesFeb 3, 2015
- FebExploring Transfer Function Nonlinearity in Echo State Networksno summary yetcs-ne1502.04423Google Research1 citesFeb 16, 2015
2014
4- DecQualitatively characterizing neural network optimization problemsno summary yetcs-ne1412.6544Google Research161 citesDec 19, 2014
- DecLearning Activation Functions to Improve Deep Neural Networksno summary yetcs-ne1412.6830Adobe350 citesDec 21, 2014
- DecDeep Networks With Large Output Spacesno summary yetcs-ne1412.7479Google Research31 citesDec 23, 2014
- DecLearning Longer Memory in Recurrent Neural Networksno summary yetcs-ne1412.7753Google Research18 citesDec 24, 2014