Twardowski, Bartlomiej

1. Class-incremental learning: survey and performance evaluation on image classification
   2020/10/28 by Marc Masana, Masana, Marc, Xialei Liu +9 · 38 citations
   Computer Science · Medicine · #Domain Adaptation and Few-Shot Learning #COVID-19 diagnosis using AI #Machine Learning and ELM
2. Exemplar-free Continual Representation Learning via Learnable Drift Compensation
   2024/07/11 by Alex Gomez-Villa, Gomez-Villa, Alex, Dipam Goswami +9 · 7 citations
   Computer Science · #Blind Source Separation Techniques #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning and ELM
3. Continually Learning Self-Supervised Representations with Projected Functional Regularization
   2021/12/30 by Alex Gomez-Villa, Bartłomiej Twardowski, Gomez-Villa, Alex +7 · 2 citations
   Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Multimodal Machine Learning Applications
4. Plasticity-Optimized Complementary Networks for Unsupervised Continual Learning
   2023/09/12 by Alex Gomez-Villa, Gomez-Villa, Alex, Bartłomiej Twardowski +5 · 2 citations
   Computer Science · #Domain Adaptation and Few-Shot Learning #Multimodal Machine Learning Applications
5. Orderless Recurrent Models for Multi-label Classification
   2019/11/22 by Yazici, Vacit Oguz, Gonzalez-Garcia, Abel, Ramisa, Arnau +2 · 1 citation
   #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
6. Reducing Label Effort: Self-Supervised meets Active Learning
   2021/08/25 by Bengar, Javad Zolfaghari, van de Weijer, Joost, Twardowski, Bartlomiej +1 · 1 citation
   #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
7. The Art of Deception: Color Visual Illusions and Diffusion Models
   2024/12/13 by Gomez-Villa, Alex, Wang, Kai, Parraga, Alejandro C. +4 · 2 citations
   #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences