Anna Sergeevna Bosman
University of Pretoria
H-index: 15
Africa-South Africa
Top articles of Anna Sergeevna Bosman
Title | Journal | Author(s) | Publication Date |
|---|---|---|---|
Hilbert Curves for Efficient Exploratory Landscape Analysis Neighbourhood Sampling | Johannes J Pienaar Anna S Boman Katherine M Malan | 2024/3/3 | |
Distal Interference: Exploring the Limits of Model-Based Continual Learning | arXiv preprint arXiv:2402.08255 | Heinrich van Deventer Anna Sergeevna Bosman | 2024/2/13 |
Quantifying and Visualizing the Sharpness of Attraction Basins in Neural Network Error Landscapes | Isobel Bosman Anna Sergeevna Bosman Katherine Mary Malan | 2023/7/15 | |
Empirical Loss Landscape Analysis of Neural Network Activation Functions | Anna Sergeevna Bosman Andries Engelbrecht Marde Helbig | 2023/7/15 | |
Comparison of Adversarial and Non-Adversarial LSTM Music Generative Models | Moseli Mots’ oehli Anna Sergeevna Bosman Johan Pieter De Villiers | 2023/7/13 | |
Training Feedforward Neural Networks with Bayesian Hyper-Heuristics | arXiv preprint arXiv:2303.16912 | Arné Schreuder Anna Bosman Andries Engelbrecht Christopher Cleghorn | 2023/3/29 |
Training Graph Neural Networks with Particle Swarm Optimisation | Sacair 2023 | Regan Shen Anna Sergeevna Bosman Arné Schreuder Maciej Krzywda Szymon Łukasik | 2023/12 |
Denoising Diffusion Post-Processing for Low-Light Image Enhancement | arXiv preprint arXiv:2303.09627 | Savvas Panagiotou Anna S Bosman | 2023/3/16 |
KASAM: Spline Additive Models for Function Approximation | arXiv preprint arXiv:2205.06376 | Heinrich van Deventer Pieter Janse van Rensburg Anna Bosman | 2022/5/12 |
Convolutional neural networks for crack detection on flexible road pavements | Hermann Tapamo Anna Bosman James Maina Emile Horak | 2022/12/14 | |
Cauchy loss function: Robustness under gaussian and Cauchy noise | Thamsanqa Mlotshwa Heinrich van Deventer Anna Sergeevna Bosman | 2022/11/28 | |
ATLAS: Universal Function Approximator for Memory Retention | arXiv preprint arXiv:2208.05388 | Heinrich van Deventer Anna Bosman | 2022/8/10 |
Genetic Micro-Programs for Automated Software Testing with Large Path Coverage | Jarrod Goschen Anna S Bosman Stefan Gruner | 2022/7/18 | |
A Local Optima Network Analysis of the Feedforward Neural Architecture Space | Isak Potgieter Christopher W Cleghorn Anna S Bosman | 2022/7/18 | |
Hybridised loss functions for improved neural network generalisation | Matthew C Dickson Anna S Bosman Katherine M Malan | 2021/9/6 | |
Characterisation of environment type and difficulty for streamed data classification problems | Information Sciences | Mathys Ellis Anna S Bosman Andries P Engelbrecht | 2021/8/1 |
Analysing the loss landscape features of generative adversarial networks | Jarrod Moses Katherine M Malan Anna S Bosman | 2021/7/7 | |
Black-box saliency map generation using bayesian optimisation | Mamuku Mokuwe Michael Burke Anna Sergeevna Bosman | 2020/7/19 | |
Loss surface modality of feed-forward neural network architectures | Anna Sergeevna Bosman Andries Petrus Engelbrecht Mardé Helbig | 2020/7/19 | |
Visualising basins of attraction for the cross-entropy and the squared error neural network loss functions | Neurocomputing | Anna Sergeevna Bosman Andries Engelbrecht Mardé Helbig | 2020/8/4 |
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