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 001 (CoRR, 2020)

Zero-Shot Day-Night Domain Adaptation with a Physics Prior. - Attila Lengyel 001; Sourav Garg; Michael Milford; Jan C. van Gemert (ICCV, 2021)

Exploiting Learned Symmetries in Group Equivariant Convolutions. - Attila Lengyel 001; Jan van Gemert (ICIP, 2021)

VIPriors 1: Visual Inductive Priors for Data-Efficient Deep Learning Challenges. - Robert-Jan Bruintjes; Attila Lengyel 001; Marcos Baptista-Ríos; Osman Semih Kayhan; Jan van Gemert (CoRR, 2021)

Zero-Shot Domain Adaptation with a Physics Prior. - Attila Lengyel 001; Sourav Garg; Michael Milford; Jan C. van Gemert (CoRR, 2021)

Domain Adaptation for Rare Classes Augmented with Synthetic Samples. - Tuhin Das; Robert-Jan Bruintjes; Attila Lengyel 001; Jan van Gemert; Sara Beery (CoRR, 2021)

Copy-Pasting Coherent Depth Regions Improves Contrastive Learning for Urban-Scene Segmentation. - Liang Zeng 005; Attila Lengyel 001; Nergis Tomen; Jan C. van Gemert (BMVC, 2022)

VIPriors 2: Visual Inductive Priors for Data-Efficient Deep Learning Challenges. - Attila Lengyel 001; Robert-Jan Bruintjes; Marcos Baptista-Ríos; Osman Semih Kayhan; Davide Zambrano; Nergis Tomen; Jan van Gemert (CoRR, 2022)

Using and Abusing Equivariance. - Tom Edixhoven; Attila Lengyel 001; Jan C. van Gemert (ICCV (Workshops), 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 001; Ombretta Strafforello; Jan van Gemert (ICCV (Workshops), 2023)

Color Equivariant Convolutional Networks. - Attila Lengyel 001; Ombretta Strafforello; Robert-Jan Bruintjes; Alexander Gielisse; Jan van Gemert (NeurIPS, 2023)

VIPriors 3: Visual Inductive Priors for Data-Efficient Deep Learning Challenges. - Robert-Jan Bruintjes; Attila Lengyel 001; Marcos Baptista-Ríos; Osman Semih Kayhan; Davide Zambrano; Nergis Tomen; Jan van Gemert (CoRR, 2023)

VIPriors 4: Visual Inductive Priors for Data-Efficient Deep Learning Challenges. - Robert-Jan Bruintjes; Attila Lengyel 001; Marcos Baptista-Ríos; Osman Semih Kayhan; Davide Zambrano; Nergis Tomen; Jan van Gemert (CoRR, 2024)

On Color and Symmetries for Data Efficient Deep Learning. - Attila Lengyel 001 (2024)

Data-Efficient Challenges in Visual Inductive Priors: A Retrospective. - Robert-Jan Bruintjes; Attila Lengyel 001; Osman Semih Kayhan; Davide Zambrano; Nergis Tömen; Hadi Jamali Rad; Jan van Gemert (CoRR, 2025)