Tomasz Trzcinski

Jakub M. Tomczak

Proceedings of the Machine Learning and Knowledge Discovery in Databases: Research Track, 2023

The Tunnel Effect: Building Data Representations in Deep Neural Networks.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

Bucks for Buckets (B4B): Active Defenses Against Stealing Encoders.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

TabAttention: Learning Attention Conditionally on Tabular Data.

[BibT_eX]

[DOI]

Michal K. Grzeszczyk

Katarzyna Kosinska-Kaczynska

Beata Rebizant

Robert Brawura-Biskupski-Samaha

Przemyslaw Korzeniowski

Arkadiusz Sitek

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2023, 2023

Active Visual Exploration Based on Attention-Map Entropy.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Second International Joint Conference on Artificial Intelligence, 2023

Adapt Your Teacher: Improving Knowledge Distillation for Exemplar-free Continual Learning.

[BibT_eX]

[DOI]

Filip Szatkowski

Mateusz Pyla

Marcin Przewiezlikowski

Sebastian Cygert

Bartlomiej Twardowski

Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023

AR-TTA: A Simple Method for Real-World Continual Test-Time Adaptation.

[BibT_eX]

[DOI]

Damian Sójka

Sebastian Cygert

Bartlomiej Twardowski

Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023

Looking through the past: better knowledge retention for generative replay in continual learning.

[BibT_eX]

[DOI]

Valeriya Khan

Sebastian Cygert

Bartlomiej Twardowski

Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023

BlendFields: Few-Shot Example-Driven Facial Modeling.

[BibT_eX]

[DOI]

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.

[BibT_eX]

[DOI]

IEEE Robotics Autom. Lett., 2022

General Hypernetwork Framework for Creating 3D Point Clouds.

[BibT_eX]

[DOI]

IEEE Trans. Pattern Anal. Mach. Intell., 2022

Towards Unsupervised Visual Reasoning: Do Off-The-Shelf Features Know How to Reason?

[BibT_eX]

[DOI]

CoRR, 2022

Emergency action termination for immediate reaction in hierarchical reinforcement learning.

[BibT_eX]

[DOI]

CoRR, 2022

HyperSound: Generating Implicit Neural Representations of Audio Signals with Hypernetworks.

[BibT_eX]

[DOI]

CoRR, 2022

Points2NeRF: Generating Neural Radiance Fields from 3D point cloud.

[BibT_eX]

[DOI]

Dominik Zimny

Przemyslaw Spurek

CoRR, 2022

A Deep Learning Approach for Automatic Detection of Qualitative Features of Lecturing.

[BibT_eX]

[DOI]

CoRR, 2022

Deep Learning Fetal Ultrasound Video Model Match Human Observers in Biometric Measurements.

[BibT_eX]

[DOI]

Adam Klasa

Aneta Lisowska

Joanna Seliga-Siwecka

Arkadiusz Sitek

CoRR, 2022

Logarithmic Continual Learning.

[BibT_eX]

[DOI]

IEEE Access, 2022

FlowHMM: Flow-based continuous hidden Markov models.

[BibT_eX]

[DOI]

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.

[BibT_eX]

[DOI]

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.

[BibT_eX]

[DOI]

Robert Brawura-Biskupski-Samaha

Michal K. Grzeszczyk

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2022, 2022

HyperPocket: Generative Point Cloud Completion.

[BibT_eX]

[DOI]

Slawomir Konrad Tadeja

Lukasz Struski

Jacek Tabor

Proceedings of the IEEE/RSJ International Conference on Intelligent Robots and Systems, 2022

Multiband VAE: Latent Space Alignment for Knowledge Consolidation in Continual Learning.

[BibT_eX]

[DOI]

Proceedings of the Thirty-First International Joint Conference on Artificial Intelligence, 2022

Progressive Latent Replay for Efficient Generative Rehearsal.

[BibT_eX]

[DOI]

Proceedings of the Neural Information Processing - 29th International Conference, 2022

Selectively Increasing the Diversity of GAN-Generated Samples.

[BibT_eX]

[DOI]

Proceedings of the Neural Information Processing - 29th International Conference, 2022

Continual Learning with Guarantees via Weight Interval Constraints.

[BibT_eX]

[DOI]

Proceedings of the International Conference on Machine Learning, 2022

POTHER: Patch-Voted Deep Learning-Based Chest X-ray Bias Analysis for COVID-19 Detection.

[BibT_eX]

[DOI]

Proceedings of the Computational Science - ICCS 2022, 2022

Post-error Correction for Quantum Annealing Processor Using Reinforcement Learning.

[BibT_eX]

[DOI]

Proceedings of the Computational Science - ICCS 2022, 2022

Which Visual Features Impact the Performance of Target Task in Self-supervised Learning?

[BibT_eX]

[DOI]

Proceedings of the Computational Science - ICCS 2022, 2022

Noninvasive Estimation of Mean Pulmonary Artery Pressure Using MRI, Computer Models, and Machine Learning.

[BibT_eX]

[DOI]

Proceedings of the Computational Science - ICCS 2022, 2022

CoNeRF: Controllable Neural Radiance Fields.

[BibT_eX]

[DOI]

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2022

Deep Learning for Automatic Detection of Qualitative Features of Lecturing.

[BibT_eX]

[DOI]

Proceedings of the Artificial Intelligence in Education - 23rd International Conference, 2022

2021

Representing point clouds with generative conditional invertible flow networks.

[BibT_eX]

[DOI]

Pattern Recognit. Lett., 2021

HyperCube: Implicit Field Representations of Voxelized 3D Models.

[BibT_eX]

[DOI]

CoRR, 2021

HyperColor: A HyperNetwork Approach for Synthesizing Auto-colored 3D Models for Game Scenes Population.

[BibT_eX]

[DOI]

Ivan Kostiuk

Przemyslaw Stachura

Slawomir Konrad Tadeja

Artur Matthews-Brzozowski

Przemyslaw Spurek

CoRR, 2021

Multiband VAE: Latent Space Partitioning for Knowledge Consolidation in Continual Learning.

[BibT_eX]

[DOI]

CoRR, 2021

Convolutional Neural Networks in Orthodontics: a review.

[BibT_eX]

[DOI]

CoRR, 2021

TrajeVAE - Controllable Human Motion Generation from Trajectories.

[BibT_eX]

[DOI]

Kacper Kania

Marek Kowalski

CoRR, 2021

Modeling 3D Surface Manifolds with a Locally Conditioned Atlas.

[BibT_eX]

[DOI]

CoRR, 2021

End-to-End Sinkhorn Autoencoder With Noise Generator.

[BibT_eX]

[DOI]

IEEE Access, 2021

Global Point Cloud Descriptor for Place Recognition in Indoor Environments.

[BibT_eX]

[DOI]

Proceedings of the 16th International Joint Conference on Computer Vision, 2021

Zero Time Waste: Recycling Predictions in Early Exit Neural Networks.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021

Non-Gaussian Gaussian Processes for Few-Shot Regression.

[BibT_eX]

[DOI]

Massimiliano Patacchiola

Przemyslaw Spurek

Maciej Zieba

Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021

MinkLoc++: Lidar and Monocular Image Fusion for Place Recognition.

[BibT_eX]

[DOI]

Proceedings of the International Joint Conference on Neural Networks, 2021

BinPlay: A Binary Latent Autoencoder for Generative Replay Continual Learning.

[BibT_eX]

[DOI]

Proceedings of the International Joint Conference on Neural Networks, 2021

Explaining Self-Supervised Image Representations with Visual Probing.

[BibT_eX]

[DOI]

Proceedings of the Thirtieth International Joint Conference on Artificial Intelligence, 2021

SynthTriplet GAN: Synthetic Query Expansion for Multimodal Retrieval.

[BibT_eX]

[DOI]

Proceedings of the Neural Information Processing - 28th International Conference, 2021

Continual Learning of 3D Point Cloud Generators.

[BibT_eX]

[DOI]

Proceedings of the Neural Information Processing - 28th International Conference, 2021

FetalNet: Multi-task Deep Learning Framework for Fetal Ultrasound Biometric Measurements.

[BibT_eX]

[DOI]

Proceedings of the Neural Information Processing - 28th International Conference, 2021

On Robustness of Generative Representations Against Catastrophic Forgetting.

[BibT_eX]

[DOI]

Wojciech Masarczyk

Kamil Deja

Proceedings of the Neural Information Processing - 28th International Conference, 2021

Large-Scale Topological Radar Localization Using Learned Descriptors.

[BibT_eX]

[DOI]

Proceedings of the Neural Information Processing - 28th International Conference, 2021

2020

Adversarial autoencoders for compact representations of 3D point clouds.

[BibT_eX]

[DOI]

Comput. Vis. Image Underst., 2020

HyperFlow: Representing 3D Objects as Surfaces.

[BibT_eX]

[DOI]

CoRR, 2020

End-to-end Sinkhorn Autoencoder with Noise Generator.

[BibT_eX]

[DOI]

CoRR, 2020

Understanding the robustness of deep neural network classifiers for breast cancer screening.

[BibT_eX]

[DOI]

Witold Oleszkiewicz

Taro Makino

Stanislaw Jastrzebski

CoRR, 2020

Plugin Networks for Inference under Partial Evidence.

[BibT_eX]

[DOI]

Michal Koperski

Tomasz K. Konopczynski

Rafal Nowak

Piotr Semberecki

Proceedings of the IEEE Winter Conference on Applications of Computer Vision, 2020

Multimodal Dance Recognition.

[BibT_eX]

[DOI]

Proceedings of the 15th International Joint Conference on Computer Vision, 2020

Spontaneous Preterm Birth Prediction Using Convolutional Neural Networks.

[BibT_eX]

[DOI]

Tomasz Wlodarczyk

Przemyslaw Rokita

Nicole Sochacki-Wójcicka

Jakub Wójcicki

Proceedings of the Medical Ultrasound, and Preterm, Perinatal and Paediatric Image Analysis, 2020

Comixify: turning videos into comics.

[BibT_eX]

[DOI]

Proceedings of AI4Narratives, 2020

Hypernetwork approach to generating point clouds.

[BibT_eX]

[DOI]

Proceedings of the 37th International Conference on Machine Learning, 2020

SuperNCN: Neighbourhood Consensus Network for Robust Outdoor Scenes Matching.

[BibT_eX]

[DOI]

Proceedings of the Advanced Concepts for Intelligent Vision Systems, 2020

2019

Synthetic Image Translation for Football Players Pose Estimation.

[BibT_eX]

[DOI]

Michal Sypetkowski

Grzegorz Sarwas

J. Univers. Comput. Sci., 2019

Classifying and Visualizing Emotions with Emotional DAN.

[BibT_eX]

[DOI]

Fundam. Informaticae, 2019

Comixify: Transform Video Into Comics.

[BibT_eX]

[DOI]

Fundam. Informaticae, 2019

Late fusion of deep learning and hand-crafted features for Achilles tendon healing monitoring.

[BibT_eX]

[DOI]

Norbert Kapinski

Jedrzej M. Nowosielski

Maciej E. Marchwiany

Jakub Zielinski

Beata Ciszkowska-Lyson

Bartosz A. Borucki

Krzysztof S. Nowinski

CoRR, 2019

Plugin Networks for Inference under Partial Evidence.

[BibT_eX]

[DOI]

Michal Koperski

Tomasz K. Konopczynski

Piotr Semberecki

CoRR, 2019

Random Binary Search Trees for approximate nearest neighbour search in binary spaces.

[BibT_eX]

[DOI]

Michal Komorowski

Appl. Soft Comput., 2019

DeepStyle: Multimodal Search Engine for Fashion and Interior Design.

[BibT_eX]

[DOI]

IEEE Access, 2019

Monitoring Achilles Tendon Healing Progress in Ultrasound Imaging with Convolutional Neural Networks.

[BibT_eX]

[DOI]

Piotr Woznicki

Przemyslaw Przybyszewski

Norbert Kapinski

Jakub Zielinski

Beata Ciszkowska-Lyson

Bartosz A. Borucki

Krzysztof Nowinski

Proceedings of the Smart Ultrasound Imaging and Perinatal, Preterm and Paediatric Image Analysis, 2019

Estimation of Preterm Birth Markers with U-Net Segmentation Network.

[BibT_eX]

[DOI]

Nicole Sochacki-Wójcicka

Jakub Wójcicki

Proceedings of the Smart Ultrasound Imaging and Perinatal, Preterm and Paediatric Image Analysis, 2019

2018

Adversarial Autoencoders for Generating 3D Point Clouds.

[BibT_eX]

[DOI]

CoRR, 2018

Neural Comic Style Transfer: Case Study.

[BibT_eX]

[DOI]

Maciej Pesko

CoRR, 2018

Siamese Generative Adversarial Privatizer for Biometric Data.

[BibT_eX]

[DOI]

CoRR, 2018

SocialML: machine learning for social media video creators.

[BibT_eX]

[DOI]

CoRR, 2018

Understanding Multimodal Popularity Prediction of Social Media Videos With Self-Attention.

[BibT_eX]

[DOI]

IEEE Access, 2018

BinGAN: Learning Compact Binary Descriptors with a Regularized GAN.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 31: Annual Conference on Neural Information Processing Systems 2018, 2018

Estimating Achilles Tendon Healing Progress with Convolutional Neural Networks.

[BibT_eX]

[DOI]

Beata Ciszkowska-Lyson

Krzysztof S. Nowinski

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2018, 2018

Extracting Textual Overlays from Social Media Videos Using Neural Networks.

[BibT_eX]

[DOI]

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.

[BibT_eX]

[DOI]

Proceedings of the Computer Vision and Graphics - International Conference, 2018

SConE: Siamese Constellation Embedding Descriptor for Image Matching.

[BibT_eX]

[DOI]

Proceedings of the Computer Vision - ECCV 2018 Workshops, 2018

Interest Point Detectors Stability Evaluation on ApolloScape Dataset.

[BibT_eX]

[DOI]

Proceedings of the Computer Vision - ECCV 2018 Workshops, 2018

I Know How You Feel: Emotion Recognition With Facial Landmarks.

[BibT_eX]

[DOI]

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.

[BibT_eX]

[DOI]

Proceedings of the 2018 IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2018

Recognizing Emotions with EmotionalDAN.

[BibT_eX]

[DOI]

Proceedings of the Computational Modeling of Objects Presented in Images. Fundamentals, Methods, and Applications, 2018

Siamese Generative Adversarial Privatizer for Biometric Data.

[BibT_eX]

[DOI]

Proceedings of the Computer Vision - ACCV 2018, 2018

2017

Predicting Popularity of Online Videos Using Support Vector Regression.

[BibT_eX]

[DOI]

Przemyslaw Rokita

IEEE Trans. Multim., 2017

Random Binary Trees for Approximate Nearest Neighbour Search in Binary Space.

[BibT_eX]

[DOI]

Michal Komorowski

CoRR, 2017

What Looks Good with my Sofa: Multimodal Search Engine for Interior Design.

[BibT_eX]

[DOI]

CoRR, 2017

Understanding aesthetics in photography using deep convolutional neural networks.

[BibT_eX]

[DOI]

Maciej Suchecki

Proceedings of the Signal Processing: Algorithms, 2017

Random Binary Search Trees for Approximate Nearest Neighbour Search in Binary Space.

[BibT_eX]

[DOI]

Michal Komorowski

Proceedings of the Pattern Recognition and Machine Intelligence, 2017

Recurrent Neural Networks for Online Video Popularity Prediction.

[BibT_eX]

[DOI]

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.

[BibT_eX]

[DOI]

Proceedings of the Foundations of Intelligent Systems - 23rd International Symposium, 2017

Speaker Diarization Using Deep Recurrent Convolutional Neural Networks for Speaker Embeddings.

[BibT_eX]

[DOI]

Pawel Cyrta

Wojciech Stokowiec

Proceedings of the Information Systems Architecture and Technology: Proceedings of 38th International Conference on Information Systems Architecture and Technology - ISAT 2017, 2017

Evaluation of Hashing Methods Performance on Binary Feature Descriptors.

[BibT_eX]

[DOI]

Proceedings of the Image Processing and Communications Challenges 9, 2017

What Looks Good with my Sofa: Ensemble Multimodal Search for Interior Design.

[BibT_eX]

[DOI]

Proceedings of the 2017 Federated Conference on Computer Science and Information Systems, 2017

Deep Alignment Network: A Convolutional Neural Network for Robust Face Alignment.

[BibT_eX]

[DOI]

Marek Kowalski

Jacek Naruniec

Proceedings of the 2017 IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2017

2015

Learning Image Descriptors with Boosting.

[BibT_eX]

[DOI]

C. Mario Christoudias

IEEE Trans. Pattern Anal. Mach. Intell., 2015

2014

Learning and Matching Binary Local Feature Descriptors.

[BibT_eX]

[DOI]

PhD thesis, 2014

Receptive Fields Selection for Binary Feature Description.

[BibT_eX]

[DOI]

IEEE Trans. Image Process., 2014

2013

Boosting Binary Keypoint Descriptors.

[BibT_eX]

[DOI]

C. Mario Christoudias

Pascal Fua

Proceedings of the 2013 IEEE Conference on Computer Vision and Pattern Recognition, 2013

2012

Thick boundaries in binary space and their influence on nearest-neighbor search.

[BibT_eX]

[DOI]

Pascal Fua

Pattern Recognit. Lett., 2012

BRIEF: Computing a Local Binary Descriptor Very Fast.

[BibT_eX]

[DOI]

IEEE Trans. Pattern Anal. Mach. Intell., 2012

Learning Image Descriptors with the Boosting-Trick.

[BibT_eX]

[DOI]

C. Mario Christoudias

Pascal Fua

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

Efficient Discriminative Projections for Compact Binary Descriptors.

[BibT_eX]

[DOI]