Jacek Tabor
Orcid: 0000-0001-6652-7727
According to our database1,
Jacek Tabor
authored at least 148 papers
between 2002 and 2025.
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Bibliography
2025
2024
IEEE Trans. Neural Networks Learn. Syst., September, 2024
Knowl. Based Syst., 2024
InfoDisent: Explainability of Image Classification Models by Information Disentanglement.
CoRR, 2024
CoRR, 2024
Sparser, Better, Deeper, Stronger: Improving Sparse Training with Exact Orthogonal Initialization.
CoRR, 2024
LucidPPN: Unambiguous Prototypical Parts Network for User-centric Interpretable Computer Vision.
CoRR, 2024
ImplicitDeepfake: Plausible Face-Swapping through Implicit Deepfake Generation using NeRF and Gaussian Splatting.
CoRR, 2024
Multiple instance learning for medical image classification based on instance importance.
Biomed. Signal Process. Control., 2024
Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision, 2024
Proceedings of the Advances in Knowledge Discovery and Data Mining, 2024
Sparser, Better, Deeper, Stronger: Improving Static Sparse Training with Exact Orthogonal Initialization.
Proceedings of the Forty-first International Conference on Machine Learning, 2024
Proceedings of the Computational Science - ICCS 2024, 2024
Proceedings of the Recent Challenges in Intelligent Information and Database Systems, 2024
Interpretability Benchmark for Evaluating Spatial Misalignment of Prototypical Parts Explanations.
Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024
2023
Neural Networks, November, 2023
Mach. Vis. Appl., July, 2023
MeVGAN: GAN-based Plugin Model for Video Generation with Applications in Colonoscopy.
CoRR, 2023
Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision, 2023
Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision, 2023
Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision, 2023
Proceedings of the Machine Learning and Knowledge Discovery in Databases: Research Track, 2023
Proceedings of the Machine Learning and Knowledge Discovery in Databases: Research Track, 2023
Proceedings of the Machine Learning and Knowledge Discovery in Databases: Research Track, 2023
Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023
Proceedings of the Computational Science - ICCS 2023, 2023
Proceedings of the ECAI 2023 - 26th European Conference on Artificial Intelligence, September 30 - October 4, 2023, Kraków, Poland, 2023
Revisiting Offline Compression: Going Beyond Factorization-based Methods for Transformer Language Models.
Proceedings of the Findings of the Association for Computational Linguistics: EACL 2023, 2023
Proceedings of the 10th IEEE International Conference on Data Science and Advanced Analytics, 2023
Proceedings of the International Conference on Artificial Intelligence and Statistics, 2023
2022
IEEE Trans. Pattern Anal. Mach. Intell., 2022
IEEE Trans. Pattern Anal. Mach. Intell., 2022
HyperSound: Generating Implicit Neural Representations of Audio Signals with Hypernetworks.
CoRR, 2022
Appl. Soft Comput., 2022
Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision, 2022
Proceedings of the IEEE/RSJ International Conference on Intelligent Robots and Systems, 2022
Proceedings of the Information Processing and Management of Uncertainty in Knowledge-Based Systems, 2022
Proceedings of the International Conference on Machine Learning, 2022
Proceedings of the International Conference on Machine Learning, 2022
Batch Size Reconstruction-Distribution Trade-Off In Kernel Based Generative Autoencoders.
Proceedings of the 2022 IEEE International Conference on Image Processing, 2022
Proceedings of the Computational Science - ICCS 2022, 2022
Proceedings of the Computer Vision - ECCV 2022, 2022
2021
IEEE Trans. Neural Networks Learn. Syst., 2021
Kernel Self-Attention for Weakly-supervised Image Classification using Deep Multiple Instance Learning.
Proceedings of the IEEE Winter Conference on Applications of Computer Vision, 2021
Direction is what you need: Improving Word Embedding Compression in Large Language Models.
Proceedings of the 6th Workshop on Representation Learning for NLP, 2021
Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021
Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021
ProtoPShare: Prototypical Parts Sharing for Similarity Discovery in Interpretable Image Classification.
Proceedings of the KDD '21: The 27th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2021
Comparison of Atom Representations in Graph Neural Networks for Molecular Property Prediction.
Proceedings of the International Joint Conference on Neural Networks, 2021
Proceedings of the 33rd IEEE International Conference on Tools with Artificial Intelligence, 2021
2020
Emulating Docking Results Using a Deep Neural Network: A New Perspective for Virtual Screening.
J. Chem. Inf. Model., 2020
ProtoPShare: Prototype Sharing for Interpretable Image Classification and Similarity Discovery.
CoRR, 2020
Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2020
Proceedings of the Neural Information Processing - 27th International Conference, 2020
Proceedings of the Neural Information Processing - 27th International Conference, 2020
Proceedings of the 37th International Conference on Machine Learning, 2020
Proceedings of the 8th International Conference on Learning Representations, 2020
Proceedings of the 28th European Symposium on Artificial Neural Networks, 2020
2019
Pattern Anal. Appl., 2019
Development of New Methods Needs Proper Evaluation - Benchmarking Sets for Machine Learning Experiments for Class A GPCRs.
J. Chem. Inf. Model., 2019
Data Min. Knowl. Discov., 2019
Proceedings of the Neural Information Processing - 26th International Conference, 2019
Proceedings of the Artificial Neural Networks and Machine Learning - ICANN 2019 - 28th International Conference on Artificial Neural Networks, Munich, Germany, September 17-19, 2019, Proceedings, 2019
Dynamical Isometry is Achieved in Residual Networks in a Universal Way for any Activation Function.
Proceedings of the 22nd International Conference on Artificial Intelligence and Statistics, 2019
2018
Knowl. Based Syst., 2018
Knowl. Based Syst., 2018
Proceedings of the Advances in Neural Information Processing Systems 31: Annual Conference on Neural Information Processing Systems 2018, 2018
2017
Pattern Anal. Appl., 2017
Expert Syst. Appl., 2017
2016
J. Math. Imaging Vis., 2016
Proceedings of the 2016 International Joint Conference on Neural Networks, 2016
Optimal Ellipse Based Algorithm as an Approximate and Robust Solution of Minimum Volume Covering Ellipse Problem.
Proceedings of the Computer Information Systems and Industrial Management, 2016
2015
Expert Syst. Appl., 2015
Maximum Entropy Linear Manifold for Learning Discriminative Low-Dimensional Representation.
Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2015
Proceedings of the Artificial Intelligence and Soft Computing, 2015
Proceedings of the 2015 IEEE International Conference on Data Science and Advanced Analytics, 2015
Detection of Elongated Structures with Hierarchical Active Partitions and CEC-Based Image Representation.
Proceedings of the 9th International Conference on Computer Recognition Systems CORES 2015, 2015
Proceedings of the 9th International Conference on Computer Recognition Systems CORES 2015, 2015
2014
A Local Gaussian Filter and Adaptive Morphology as Tools for Completing Partially Discontinuous Curves.
Proceedings of the Computer Information Systems and Industrial Management, 2014
2013
Proceedings of the Pattern Recognition and Image Analysis - 6th Iberian Conference, 2013
Proceedings of the 8th International Conference on Computer Recognition Systems CORES 2013, 2013
Proceedings of the 8th International Conference on Computer Recognition Systems CORES 2013, 2013
Proceedings of the Computer Information Systems and Industrial Management, 2013
Proceedings of the Computer Information Systems and Industrial Management, 2013
2012
IEEE Trans. Inf. Theory, 2012
Proceedings of the Computer Information Systems and Industrial Management, 2012
2011
2002
Applications of Inverse Limits to Extensions of Operators and Approximation of Lipschitz Functions.
J. Approx. Theory, 2002