Rob Romijnders

Publication Activity (10 Years)

Years Active: 2016-2024
Publications (10 Years): 21

Top Topics

Manifold Alignment

Differential Privacy

Convolutional Network

Covariate Shift

Top Venues

Publications

Rob Romijnders, Christos Louizos, Yuki M. Asano, Max Welling
DNA: Differentially private Neural Augmentation for contact tracing. CoRR (2024)
Rob Romijnders, Christos Louizos, Yuki M. Asano, Max Welling
Protect Your Score: Contact-Tracing with Differential Privacy Guarantees. AAAI (2024)
Rob Romijnders, Christos Louizos, Yuki M. Asano, Max Welling
Protect Your Score: Contact Tracing With Differential Privacy Guarantees. CoRR (2023)
Simon Mariani, Sander R. Klomp, Rob Romijnders, Peter H. N. de With
The Effect of Covariate Shift and Network Training on Out-of-Distribution Detection. VISIGRAPP (5: VISAPP) (2023)
Rob Romijnders, Yuki M. Asano, Christos Louizos, Max Welling
No time to waste: practical statistical contact tracing with few low-bit messages. AISTATS (2023)
Anurag Arnab, Xuehan Xiong, Alexey A. Gritsenko, Rob Romijnders, Josip Djolonga, Mostafa Dehghani, Chen Sun, Mario Lucic, Cordelia Schmid
Beyond Transfer Learning: Co-finetuning for Action Localisation. CoRR (2022)
Matthias Minderer, Josip Djolonga, Rob Romijnders, Frances Hubis, Xiaohua Zhai, Neil Houlsby, Dustin Tran, Mario Lucic
Revisiting the Calibration of Modern Neural Networks. NeurIPS (2021)
Cristina Vasconcelos, Hugo Larochelle, Vincent Dumoulin, Rob Romijnders, Nicolas Le Roux, Ross Goroshin
Impact of Aliasing on Generalization in Deep Convolutional Networks. ICCV (2021)
Rob Romijnders, Aravindh Mahendran, Michael Tschannen, Josip Djolonga, Marvin Ritter, Neil Houlsby, Mario Lucic
Representation learning from videos in-the-wild: An object-centric approach. WACV (2021)
Jessica Yung, Rob Romijnders, Alexander Kolesnikov, Lucas Beyer, Josip Djolonga, Neil Houlsby, Sylvain Gelly, Mario Lucic, Xiaohua Zhai
SI-Score: An image dataset for fine-grained analysis of robustness to object location, rotation and size. CoRR (2021)
Cristina Vasconcelos, Hugo Larochelle, Vincent Dumoulin, Rob Romijnders, Nicolas Le Roux, Ross Goroshin
Impact of Aliasing on Generalization in Deep Convolutional Networks. CoRR (2021)
Matthias Minderer, Josip Djolonga, Rob Romijnders, Frances Hubis, Xiaohua Zhai, Neil Houlsby, Dustin Tran, Mario Lucic
Revisiting the Calibration of Modern Neural Networks. CoRR (2021)
Josip Djolonga, Jessica Yung, Michael Tschannen, Rob Romijnders, Lucas Beyer, Alexander Kolesnikov, Joan Puigcerver, Matthias Minderer, Alexander D'Amour, Dan Moldovan, Sylvain Gelly, Neil Houlsby, Xiaohua Zhai, Mario Lucic
On Robustness and Transferability of Convolutional Neural Networks. CVPR (2021)
Josip Djolonga, Jessica Yung, Michael Tschannen, Rob Romijnders, Lucas Beyer, Alexander Kolesnikov, Joan Puigcerver, Matthias Minderer, Alexander D'Amour, Dan Moldovan, Sylvain Gelly, Neil Houlsby, Xiaohua Zhai, Mario Lucic
On Robustness and Transferability of Convolutional Neural Networks. CoRR (2020)
Rob Romijnders, Aravindh Mahendran, Michael Tschannen, Josip Djolonga, Marvin Ritter, Neil Houlsby, Mario Lucic
Representation learning from videos in-the-wild: An object-centric approach. CoRR (2020)
Rob Romijnders, Panagiotis Meletis, Gijs Dubbelman
A Domain Agnostic Normalization Layer for Unsupervised Adversarial Domain Adaptation. WACV (2019)
Panagiotis Meletis, Rob Romijnders, Gijs Dubbelman
Data Selection for training Semantic Segmentation CNNs with cross-dataset weak supervision. CoRR (2019)
Panagiotis Meletis, Rob Romijnders, Gijs Dubbelman
Data Selection for training Semantic Segmentation CNNs with cross-dataset weak supervision. ITSC (2019)
Rob Romijnders, Panagiotis Meletis, Gijs Dubbelman
A Domain Agnostic Normalization Layer for Unsupervised Adversarial Domain Adaptation. CoRR (2018)
Yu Zhao, Rennong Yang, Guillaume Chevalier, Rajiv Shah, Rob Romijnders
Applying Deep Bidirectional LSTM and Mixture Density Network for Basketball Trajectory Prediction. CoRR (2017)
Rajiv Shah, Rob Romijnders
Applying Deep Learning to Basketball Trajectories. CoRR (2016)