Simon Vandenhende

Publication Activity (10 Years)

Years Active: 2019-2023
Publications (10 Years): 27

Top Topics

Multi Task Learning

Supervised Learning

Visual Representation

Gaussian Processes

Top Venues

Publications

Filip Radenovic, Abhimanyu Dubey, Abhishek Kadian, Todor Mihaylov, Simon Vandenhende, Yash Patel, Yi Wen, Vignesh Ramanathan, Dhruv Mahajan
Filtering, Distillation, and Hard Negatives for Vision-Language Pre-Training. CoRR (2023)
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
Emu: Enhancing Image Generation Models Using Photogenic Needles in a Haystack. CoRR (2023)
Filip Radenovic, Abhimanyu Dubey, Abhishek Kadian, Todor Mihaylov, Simon Vandenhende, Yash Patel, Yi Wen, Vignesh Ramanathan, Dhruv Mahajan
Filtering, Distillation, and Hard Negatives for Vision-Language Pre-Training. CVPR (2023)
Simon Vandenhende, Dhruv Mahajan, Filip Radenovic, Deepti Ghadiyaram
Making Heads or Tails: Towards Semantically Consistent Visual Counterfactuals. ECCV (12) (2022)
Wouter Van Gansbeke, Simon Vandenhende, Luc Van Gool
Discovering Object Masks with Transformers for Unsupervised Semantic Segmentation. CoRR (2022)
Simon Vandenhende
Multi-Task Learning for Visual Scene Understanding. CoRR (2022)
Simon Vandenhende, Dhruv Mahajan, Filip Radenovic, Deepti Ghadiyaram
Making Heads or Tails: Towards Semantically Consistent Visual Counterfactuals. CoRR (2022)
Simon Vandenhende, Stamatios Georgoulis, Wouter Van Gansbeke, Marc Proesmans, Dengxin Dai, Luc Van Gool
Multi-Task Learning for Dense Prediction Tasks: A Survey. IEEE Trans. Pattern Anal. Mach. Intell. 44 (7) (2022)
Wouter Van Gansbeke, Simon Vandenhende, Stamatios Georgoulis, Luc Van Gool
Revisiting Contrastive Methods for Unsupervised Learning of Visual Representations. CoRR (2021)
Wouter Van Gansbeke, Simon Vandenhende, Stamatios Georgoulis, Luc Van Gool
Revisiting Contrastive Methods for Unsupervised Learning of Visual Representations. NeurIPS (2021)
Wouter Van Gansbeke, Simon Vandenhende, Stamatios Georgoulis, Luc Van Gool
Unsupervised Semantic Segmentation by Contrasting Object Mask Proposals. CoRR (2021)
Wouter Van Gansbeke, Simon Vandenhende, Stamatios Georgoulis, Luc Van Gool
Unsupervised Semantic Segmentation by Contrasting Object Mask Proposals. ICCV (2021)
Wouter Van Gansbeke, Simon Vandenhende, Stamatios Georgoulis, Marc Proesmans, Luc Van Gool
Learning To Classify Images Without Labels. CoRR (2020)
Simon Vandenhende, Stamatios Georgoulis, Luc Van Gool
MTI-Net: Multi-scale Task Interaction Networks for Multi-task Learning. ECCV (4) (2020)
Simon Vandenhende, Stamatios Georgoulis, Luc Van Gool
MTI-Net: Multi-Scale Task Interaction Networks for Multi-Task Learning. CoRR (2020)
Wouter Van Gansbeke, Simon Vandenhende, Stamatios Georgoulis, Marc Proesmans, Luc Van Gool
SCAN: Learning to Classify Images Without Labels. ECCV (10) (2020)
Simon Vandenhende, Thierry Deruyttere, Dusan Grujicic
A Baseline for the Commands For Autonomous Vehicles Challenge. CoRR (2020)
Simon Vandenhende, Stamatios Georgoulis, Luc Van Gool, Bert De Brabandere
Branched Multi-Task Networks: Deciding what layers to share. BMVC (2020)
Thierry Deruyttere, Simon Vandenhende, Dusan Grujicic, Yu Liu, Luc Van Gool, Matthew B. Blaschko, Tinne Tuytelaars, Marie-Francine Moens
Commands 4 Autonomous Vehicles (C4AV) Workshop Summary. CoRR (2020)
Thierry Deruyttere, Simon Vandenhende, Dusan Grujicic, Yu Liu, Luc Van Gool, Matthew B. Blaschko, Tinne Tuytelaars, Marie-Francine Moens
Commands 4 Autonomous Vehicles (C4AV) Workshop Summary. ECCV Workshops (2) (2020)
Simon Vandenhende, Stamatios Georgoulis, Marc Proesmans, Dengxin Dai, Luc Van Gool
Revisiting Multi-Task Learning in the Deep Learning Era. CoRR (2020)
Yun-Wen Lu, Antoon Purnal, Simon Vandenhende, Chen-Yi Lee, Ingrid Verbauwhede, Hsie-Chia Chang
A Lightweight 1.16 pJ/bit Processor for the Authenticated Encryption Scheme KetjeSR. VLSI-DAT (2019)
Thierry Deruyttere, Simon Vandenhende, Dusan Grujicic, Luc Van Gool, Marie-Francine Moens
Talk2Car: Taking Control of Your Self-Driving Car. EMNLP/IJCNLP (1) (2019)
Simon Vandenhende, Bert De Brabandere, Davy Neven, Luc Van Gool
A Three-Player GAN: Generating Hard Samples to Improve Classification Networks. MVA (2019)
Simon Vandenhende, Bert De Brabandere, Davy Neven, Luc Van Gool
A Three-Player GAN: Generating Hard Samples To Improve Classification Networks. CoRR (2019)
Thierry Deruyttere, Simon Vandenhende, Dusan Grujicic, Luc Van Gool, Marie-Francine Moens
Talk2Car: Taking Control of Your Self-Driving Car. CoRR (2019)
Simon Vandenhende, Bert De Brabandere, Luc Van Gool
Branched Multi-Task Networks: Deciding What Layers To Share. CoRR (2019)