Simon Vandenhende

According to our database, Simon Vandenhende authored at least 19 papers between 2019 and 2023.

Collaborative distances:

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

2023

Emu: Enhancing Image Generation Models Using Photogenic Needles in a Haystack.

Xiaoliang Dai, Ji Hou, Chih-Yao Ma, Sam S. Tsai, Jialiang Wang, Rui Wang, Peizhao Zhang, Simon Vandenhende, Xiaofang Wang, Abhimanyu Dubey, Matthew Yu, Abhishek Kadian, Filip Radenovic, Dhruv Mahajan, Kunpeng Li, Yue Zhao, Vladan Petrovic, Mitesh Kumar Singh, Simran Motwani, Yi Wen, Yiwen Song, Roshan Sumbaly, Vignesh Ramanathan, Zijian He, Peter Vajda, Devi Parikh

CoRR, 2023

Filtering, Distillation, and Hard Negatives for Vision-Language Pre-Training.

Filip Radenovic, Abhimanyu Dubey, Abhishek Kadian, Todor Mihaylov, Simon Vandenhende, Yash Patel, Yi Wen, Vignesh Ramanathan, Dhruv Mahajan

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

2022

Multi-Task Learning for Dense Prediction Tasks: A Survey.

Simon Vandenhende, Stamatios Georgoulis, Wouter Van Gansbeke, Marc Proesmans, Dengxin Dai, Luc Van Gool

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

Discovering Object Masks with Transformers for Unsupervised Semantic Segmentation.

Wouter Van Gansbeke, Simon Vandenhende, Luc Van Gool

CoRR, 2022

Multi-Task Learning for Visual Scene Understanding.

Simon Vandenhende

CoRR, 2022

Making Heads or Tails: Towards Semantically Consistent Visual Counterfactuals.

Simon Vandenhende, Dhruv Mahajan, Filip Radenovic, Deepti Ghadiyaram

Proceedings of the Computer Vision - ECCV 2022, 2022

2021

Revisiting Contrastive Methods for Unsupervised Learning of Visual Representations.

Wouter Van Gansbeke, Simon Vandenhende, Stamatios Georgoulis, Luc Van Gool

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

Unsupervised Semantic Segmentation by Contrasting Object Mask Proposals.

Wouter Van Gansbeke, Simon Vandenhende, Stamatios Georgoulis, Luc Van Gool

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

2020

Learning To Classify Images Without Labels.

Wouter Van Gansbeke, Simon Vandenhende, Stamatios Georgoulis, Marc Proesmans, Luc Van Gool

CoRR, 2020

A Baseline for the Commands For Autonomous Vehicles Challenge.

Simon Vandenhende, Thierry Deruyttere, Dusan Grujicic

CoRR, 2020

Revisiting Multi-Task Learning in the Deep Learning Era.

Simon Vandenhende, Stamatios Georgoulis, Marc Proesmans, Dengxin Dai, Luc Van Gool

CoRR, 2020

MTI-Net: Multi-scale Task Interaction Networks for Multi-task Learning.

Simon Vandenhende, Stamatios Georgoulis, Luc Van Gool

Proceedings of the Computer Vision - ECCV 2020, 2020

SCAN: Learning to Classify Images Without Labels.

Wouter Van Gansbeke, Simon Vandenhende, Stamatios Georgoulis, Marc Proesmans, Luc Van Gool

Proceedings of the Computer Vision - ECCV 2020, 2020

Commands 4 Autonomous Vehicles (C4AV) Workshop Summary.

Thierry Deruyttere, Simon Vandenhende, Dusan Grujicic, Yu Liu, Luc Van Gool, Matthew B. Blaschko, Tinne Tuytelaars, Marie-Francine Moens

Proceedings of the Computer Vision - ECCV 2020 Workshops, 2020

Branched Multi-Task Networks: Deciding what layers to share.

Simon Vandenhende, Stamatios Georgoulis, Luc Van Gool, Bert De Brabandere

Proceedings of the 31st British Machine Vision Conference 2020, 2020

2019

Branched Multi-Task Networks: Deciding What Layers To Share.

Simon Vandenhende, Bert De Brabandere, Luc Van Gool

CoRR, 2019

A Lightweight 1.16 pJ/bit Processor for the Authenticated Encryption Scheme KetjeSR.

Yun-Wen Lu, Antoon Purnal, Simon Vandenhende, Chen-Yi Lee, Ingrid Verbauwhede, Hsie-Chia Chang

Proceedings of the International Symposium on VLSI Design, Automation and Test, 2019

A Three-Player GAN: Generating Hard Samples to Improve Classification Networks.

Simon Vandenhende, Bert De Brabandere, Davy Neven, Luc Van Gool

Proceedings of the 16th International Conference on Machine Vision Applications, 2019

Talk2Car: Taking Control of Your Self-Driving Car.

Thierry Deruyttere, Simon Vandenhende, Dusan Grujicic, Luc Van Gool, Marie-Francine Moens

Proceedings of the 2019 Conference on Empirical Methods in Natural Language Processing and the 9th International Joint Conference on Natural Language Processing, 2019