Attila Lengyel

According to our database, Attila Lengyel authored at least 14 papers between 2020 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2024

On Color and Symmetries for Data Efficient Deep Learning.

Attila Lengyel

PhD thesis, 2024

VIPriors 4: Visual Inductive Priors for Data-Efficient Deep Learning Challenges.

Robert-Jan Bruintjes, Attila Lengyel, Marcos Baptista-Ríos, Osman Semih Kayhan, Davide Zambrano, Nergis Tomen, Jan van Gemert

CoRR, 2024

2023

VIPriors 3: Visual Inductive Priors for Data-Efficient Deep Learning Challenges.

Robert-Jan Bruintjes, Attila Lengyel, Marcos Baptista-Ríos, Osman Semih Kayhan, Davide Zambrano, Nergis Tomen, Jan van Gemert

CoRR, 2023

Color Equivariant Convolutional Networks.

Attila Lengyel, Ombretta Strafforello, Robert-Jan Bruintjes, Alexander Gielisse, Jan van Gemert

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

Benchmarking Data Efficiency and Computational Efficiency of Temporal Action Localization Models.

Jan Warchocki, Teodor Oprescu, Yunhan Wang, Alexandru Damacus, Paul Misterka, Robert-Jan Bruintjes, Attila Lengyel, Ombretta Strafforello, Jan van Gemert

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

Using and Abusing Equivariance.

Tom Edixhoven, Attila Lengyel, Jan C. van Gemert

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

2022

VIPriors 2: Visual Inductive Priors for Data-Efficient Deep Learning Challenges.

Attila Lengyel, Robert-Jan Bruintjes, Marcos Baptista-Ríos, Osman Semih Kayhan, Davide Zambrano, Nergis Tomen, Jan van Gemert

CoRR, 2022

Copy-Pasting Coherent Depth Regions Improves Contrastive Learning for Urban-Scene Segmentation.

Liang Zeng, Attila Lengyel, Nergis Tomen, Jan C. van Gemert

Proceedings of the 33rd British Machine Vision Conference 2022, 2022

2021

Domain Adaptation for Rare Classes Augmented with Synthetic Samples.

Tuhin Das, Robert-Jan Bruintjes, Attila Lengyel, Jan van Gemert, Sara Beery

CoRR, 2021

Zero-Shot Domain Adaptation with a Physics Prior.

Attila Lengyel, Sourav Garg, Michael Milford, Jan C. van Gemert

CoRR, 2021

VIPriors 1: Visual Inductive Priors for Data-Efficient Deep Learning Challenges.

Robert-Jan Bruintjes, Attila Lengyel, Marcos Baptista-Ríos, Osman Semih Kayhan, Jan van Gemert

CoRR, 2021

Exploiting Learned Symmetries in Group Equivariant Convolutions.

Attila Lengyel, Jan van Gemert

Proceedings of the 2021 IEEE International Conference on Image Processing, 2021

Zero-Shot Day-Night Domain Adaptation with a Physics Prior.

Attila Lengyel, Sourav Garg, Michael Milford, Jan C. van Gemert

Proceedings of the 2021 IEEE/CVF International Conference on Computer Vision, 2021

2020

Evaluating the performance of the LIME and Grad-CAM explanation methods on a LEGO multi-label image classification task.

David Cian, Jan van Gemert, Attila Lengyel

CoRR, 2020