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Neural and Evolutionary Computing

Authors and titles for recent submissions, skipping first 15

[ total of 49 entries: 1-10 | 6-15 | 16-25 | 26-35 | 36-45 | 46-49 ]
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Tue, 28 May 2024 (continued, showing 10 of 20 entries)

[16]  arXiv:2405.17283 (cross-list from cs.LG) [pdf, other]
Title: Recurrent Complex-Weighted Autoencoders for Unsupervised Object Discovery
Authors: Anand Gopalakrishnan, Aleksandar Stanić, Jürgen Schmidhuber, Michael Curtis Mozer
Comments: minor typo fixed
Subjects: Machine Learning (cs.LG); Neural and Evolutionary Computing (cs.NE)
[17]  arXiv:2405.16922 (cross-list from q-bio.NC) [pdf, other]
Title: Theories of synaptic memory consolidation and intelligent plasticity for continual learning
Authors: Friedemann Zenke, Axel Laborieux
Comments: An introductory-level book chapter. 34 pages, 14 figures
Subjects: Neurons and Cognition (q-bio.NC); Artificial Intelligence (cs.AI); Machine Learning (cs.LG); Neural and Evolutionary Computing (cs.NE)
[18]  arXiv:2405.16731 (cross-list from cs.LG) [pdf, other]
Title: Pretraining with Random Noise for Fast and Robust Learning without Weight Transport
Authors: Jeonghwan Cheon, Sang Wan Lee, Se-Bum Paik
Subjects: Machine Learning (cs.LG); Neural and Evolutionary Computing (cs.NE)
[19]  arXiv:2405.16622 (cross-list from cs.MA) [pdf, other]
Title: Mimicry and the Emergence of Cooperative Communication
Authors: Dylan Cope, Peter McBurney
Comments: Accepted for publication in the proceedings of the 2024 International Conference on Artificial Life (ALIFE24)
Subjects: Multiagent Systems (cs.MA); Neural and Evolutionary Computing (cs.NE)
[20]  arXiv:2405.16610 (cross-list from cs.CV) [pdf, other]
Title: The devil is in discretization discrepancy. Robustifying Differentiable NAS with Single-Stage Searching Protocol
Authors: Konstanty Subbotko, Wojciech Jablonski, Piotr Bilinski
Comments: Published in CVPR-NAS 2024 workshop
Subjects: Computer Vision and Pattern Recognition (cs.CV); Artificial Intelligence (cs.AI); Machine Learning (cs.LG); Neural and Evolutionary Computing (cs.NE)
[21]  arXiv:2405.16595 (cross-list from cs.AI) [pdf, other]
Title: An Evolutionary Framework for Connect-4 as Test-Bed for Comparison of Advanced Minimax, Q-Learning and MCTS
Authors: Henry Taylor, Leonardo Stella
Comments: 8 pages, 4 figures, 1 table
Subjects: Artificial Intelligence (cs.AI); Computer Science and Game Theory (cs.GT); Neural and Evolutionary Computing (cs.NE)
[22]  arXiv:2405.16563 (cross-list from cs.LG) [pdf, other]
Title: Reality Only Happens Once: Single-Path Generalization Bounds for Transformers
Authors: Yannick Limmer, Anastasis Kratsios, Xuwei Yang, Raeid Saqur, Blanka Horvath
Comments: 11 pages (+30 appendix), 3 figures, 6 tables
Subjects: Machine Learning (cs.LG); Neural and Evolutionary Computing (cs.NE); Numerical Analysis (math.NA); Probability (math.PR); Machine Learning (stat.ML)
[23]  arXiv:2405.16434 (cross-list from cs.AI) [pdf, other]
Title: The Importance of Directional Feedback for LLM-based Optimizers
Authors: Allen Nie, Ching-An Cheng, Andrey Kolobov, Adith Swaminathan
Comments: Presented at Foundation Models for Decision Making at NeurIPS 2023
Subjects: Artificial Intelligence (cs.AI); Computation and Language (cs.CL); Neural and Evolutionary Computing (cs.NE)
[24]  arXiv:2405.16039 (cross-list from cs.LG) [pdf, other]
Title: MoEUT: Mixture-of-Experts Universal Transformers
Authors: Róbert Csordás, Kazuki Irie, Jürgen Schmidhuber, Christopher Potts, Christopher D. Manning
Subjects: Machine Learning (cs.LG); Artificial Intelligence (cs.AI); Neural and Evolutionary Computing (cs.NE)
[25]  arXiv:2405.15927 (cross-list from eess.SP) [pdf, ps, other]
Title: Application based Evaluation of an Efficient Spike-Encoder, "Spiketrum"
Authors: MHD Anas Alsakkal, Runze Wang, Jayawan Wijekoon, Huajin Tang
Comments: Submitted to "IEEE Transactions on Cognitive and Developmental Systems"
Subjects: Signal Processing (eess.SP); Neural and Evolutionary Computing (cs.NE); Systems and Control (eess.SY)
[ total of 49 entries: 1-10 | 6-15 | 16-25 | 26-35 | 36-45 | 46-49 ]
[ showing 10 entries per page: fewer | more | all ]

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