Tomasz Trzcinski
Orcid: 0000-0002-1486-8906
According to our database1,
Tomasz Trzcinski
authored at least 134 papers
between 2012 and 2024.
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Bibliography
2024
Accelerated Inference and Reduced Forgetting: The Dual Benefits of Early-Exit Networks in Continual Learning.
CoRR, 2024
Overestimation, Overfitting, and Plasticity in Actor-Critic: the Bitter Lesson of Reinforcement Learning.
CoRR, 2024
Divide and not forget: Ensemble of selectively trained experts in Continual Learning.
CoRR, 2024
Looking Through the Past: Better Knowledge Retention for Generative Replay in Continual Learning.
IEEE Access, 2024
CLIP-DIY: CLIP Dense Inference Yields Open-Vocabulary Semantic Segmentation For-Free.
Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision, 2024
Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision, 2024
Proceedings of the 16th International Conference on Agents and Artificial Intelligence, 2024
Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024
2023
HyperColor: A HyperNetwork Approach for Synthesizing Autocolored 3-D Models for Game Scenes Population.
IEEE Trans. Games, December, 2023
BabyNet＋＋: Fetal birth weight prediction using biometry multimodal data acquired less than 24 hours before delivery.
Comput. Biol. Medicine, December, 2023
Neural Networks, November, 2023
Comput. Vis. Image Underst., February, 2023
CoRR, 2023
Noninvasive Estimation of Mean Pulmonary Artery Pressure Using MRI, Computer Models, and Machine Learning.
CoRR, 2023
CoRR, 2023
CoRR, 2023
Machine Learning methods for simulating particle response in the Zero Degree Calorimeter at the ALICE experiment, CERN.
CoRR, 2023
Can gamification reduce the burden of self-reporting in mHealth applications? Feasibility study using machine learning from smartwatch data to estimate cognitive load.
CoRR, 2023
Visual Probing: Cognitive Framework for Explaining Self-Supervised Image Representations.
IEEE Access, 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 Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2023, 2023
Proceedings of the Thirty-Second International Joint Conference on Artificial Intelligence, 2023
Adapt Your Teacher: Improving Knowledge Distillation for Exemplar-free Continual Learning.
Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023
Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023
Looking through the past: better knowledge retention for generative replay in continual learning.
Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023
2022
EgoNN: Egocentric Neural Network for Point Cloud Based 6DoF Relocalization at the City Scale.
IEEE Robotics Autom. Lett., 2022
IEEE Trans. Pattern Anal. Mach. Intell., 2022
CoRR, 2022
Emergency action termination for immediate reaction in hierarchical reinforcement learning.
CoRR, 2022
HyperSound: Generating Implicit Neural Representations of Audio Signals with Hypernetworks.
CoRR, 2022
A Deep Learning Approach for Automatic Detection of Qualitative Features of Lecturing.
CoRR, 2022
Deep Learning Fetal Ultrasound Video Model Match Human Observers in Biometric Measurements.
CoRR, 2022
Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022
On Analyzing Generative and Denoising Capabilities of Diffusion-based Deep Generative Models.
Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022
BabyNet: Residual Transformer Module for Birth Weight Prediction on Fetal Ultrasound Video.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2022, 2022
Proceedings of the IEEE/RSJ International Conference on Intelligent Robots and Systems, 2022
Multiband VAE: Latent Space Alignment for Knowledge Consolidation in Continual Learning.
Proceedings of the Thirty-First International Joint Conference on Artificial Intelligence, 2022
Proceedings of the Neural Information Processing - 29th International Conference, 2022
Proceedings of the Neural Information Processing - 29th International Conference, 2022
Proceedings of the International Conference on Machine Learning, 2022
POTHER: Patch-Voted Deep Learning-Based Chest X-ray Bias Analysis for COVID-19 Detection.
Proceedings of the Computational Science - ICCS 2022, 2022
Proceedings of the Computational Science - ICCS 2022, 2022
Which Visual Features Impact the Performance of Target Task in Self-supervised Learning?
Proceedings of the Computational Science - ICCS 2022, 2022
Noninvasive Estimation of Mean Pulmonary Artery Pressure Using MRI, Computer Models, and Machine Learning.
Proceedings of the Computational Science - ICCS 2022, 2022
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2022
Proceedings of the Artificial Intelligence in Education - 23rd International Conference, 2022
2021
Pattern Recognit. Lett., 2021
HyperColor: A HyperNetwork Approach for Synthesizing Auto-colored 3D Models for Game Scenes Population.
CoRR, 2021
Multiband VAE: Latent Space Partitioning for Knowledge Consolidation in Continual Learning.
CoRR, 2021
Proceedings of the 16th International Joint Conference on Computer Vision, 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
Proceedings of the International Joint Conference on Neural Networks, 2021
Proceedings of the International Joint Conference on Neural Networks, 2021
Proceedings of the Thirtieth International Joint Conference on Artificial Intelligence, 2021
Proceedings of the Neural Information Processing - 28th International Conference, 2021
Proceedings of the Neural Information Processing - 28th International Conference, 2021
FetalNet: Multi-task Deep Learning Framework for Fetal Ultrasound Biometric Measurements.
Proceedings of the Neural Information Processing - 28th International Conference, 2021
Proceedings of the Neural Information Processing - 28th International Conference, 2021
Proceedings of the Neural Information Processing - 28th International Conference, 2021
2020
Comput. Vis. Image Underst., 2020
Understanding the robustness of deep neural network classifiers for breast cancer screening.
CoRR, 2020
Proceedings of the IEEE Winter Conference on Applications of Computer Vision, 2020
Proceedings of the 15th International Joint Conference on Computer Vision, 2020
Proceedings of the Medical Ultrasound, and Preterm, Perinatal and Paediatric Image Analysis, 2020
Proceedings of the 37th International Conference on Machine Learning, 2020
Proceedings of the Advanced Concepts for Intelligent Vision Systems, 2020
2019
J. Univers. Comput. Sci., 2019
Late fusion of deep learning and hand-crafted features for Achilles tendon healing monitoring.
CoRR, 2019
Random Binary Search Trees for approximate nearest neighbour search in binary spaces.
Appl. Soft Comput., 2019
IEEE Access, 2019
Monitoring Achilles Tendon Healing Progress in Ultrasound Imaging with Convolutional Neural Networks.
Proceedings of the Smart Ultrasound Imaging and Perinatal, Preterm and Paediatric Image Analysis, 2019
Proceedings of the Smart Ultrasound Imaging and Perinatal, Preterm and Paediatric Image Analysis, 2019
2018
Understanding Multimodal Popularity Prediction of Social Media Videos With Self-Attention.
IEEE Access, 2018
Proceedings of the Advances in Neural Information Processing Systems 31: Annual Conference on Neural Information Processing Systems 2018, 2018
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2018, 2018
Proceedings of the Computer Vision and Graphics - International Conference, 2018
Aggregation of Binary Feature Descriptors for Compact Scene Model Representation in Large Scale Structure-from-Motion Applications.
Proceedings of the Computer Vision and Graphics - International Conference, 2018
Proceedings of the Computer Vision - ECCV 2018 Workshops, 2018
Proceedings of the Computer Vision - ECCV 2018 Workshops, 2018
Proceedings of the 2018 IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2018
Pay Attention to Virality: Understanding Popularity of Social Media Videos With the Attention Mechanism.
Proceedings of the 2018 IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2018
Proceedings of the Computational Modeling of Objects Presented in Images. Fundamentals, Methods, and Applications, 2018
Proceedings of the Computer Vision - ACCV 2018, 2018
2017
IEEE Trans. Multim., 2017
CoRR, 2017
CoRR, 2017
Proceedings of the Signal Processing: Algorithms, 2017
Proceedings of the Pattern Recognition and Machine Intelligence, 2017
Proceedings of the Foundations of Intelligent Systems - 23rd International Symposium, 2017
Shallow Reading with Deep Learning: Predicting Popularity of Online Content Using only Its Title.
Proceedings of the Foundations of Intelligent Systems - 23rd International Symposium, 2017
Speaker Diarization Using Deep Recurrent Convolutional Neural Networks for Speaker Embeddings.
Proceedings of the Information Systems Architecture and Technology: Proceedings of 38th International Conference on Information Systems Architecture and Technology - ISAT 2017, 2017
Proceedings of the Image Processing and Communications Challenges 9, 2017
Proceedings of the 2017 Federated Conference on Computer Science and Information Systems, 2017
Proceedings of the 2017 IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2017
2015
IEEE Trans. Pattern Anal. Mach. Intell., 2015
2014
IEEE Trans. Image Process., 2014
2013
Proceedings of the 2013 IEEE Conference on Computer Vision and Pattern Recognition, 2013
2012
Pattern Recognit. Lett., 2012
IEEE Trans. Pattern Anal. Mach. Intell., 2012
Proceedings of the Advances in Neural Information Processing Systems 25: 26th Annual Conference on Neural Information Processing Systems 2012. Proceedings of a meeting held December 3-6, 2012
Proceedings of the Computer Vision - ECCV 2012, 2012