Multi-Task Learning for Dense Prediction Tasks: A Survey S Vandenhende, S Georgoulis, W Van Gansbeke, M Proesmans, D Dai, ... IEEE Transactions on Pattern Analysis and Machine Intelligence, 2021 | 742* | 2021 |
SCAN: Learning to Classify Images without Labels W Van Gansbeke, S Vandenhende, S Georgoulis, M Proesmans, ... ECCV 2020, 2020 | 557 | 2020 |
Unsupervised semantic segmentation by contrasting object mask proposals W Van Gansbeke, S Vandenhende, S Georgoulis, L Van Gool ICCV 2021, 2021 | 245 | 2021 |
MTI-Net: Multi-Scale Task Interaction Networks for Multi-Task Learning S Vandenhende, S Georgoulis, L Van Gool ECCV 2020, 2020 | 237 | 2020 |
Branched Multi-Task Networks: Deciding What Layers To Share S Vandenhende, S Georgoulis, B De Brabandere, L Van Gool BMVC 2020, 2019 | 147 | 2019 |
Talk2Car: Taking Control of Your Self-Driving Car T Deruyttere, S Vandenhende, D Grujicic, L Van Gool, MF Moens EMNLP-IJCNLP 2019, 2019 | 97 | 2019 |
Emu: Enhancing image generation models using photogenic needles in a haystack X Dai, J Hou, CY Ma, S Tsai, J Wang, R Wang, P Zhang, S Vandenhende, ... arXiv preprint arXiv:2309.15807, 2023 | 77 | 2023 |
Filtering, distillation, and hard negatives for vision-language pre-training F Radenovic, A Dubey, A Kadian, T Mihaylov, S Vandenhende, Y Patel, ... Proceedings of the IEEE/CVF conference on computer vision and pattern …, 2023 | 58 | 2023 |
Revisiting Contrastive Methods for Unsupervised Learning of Visual Representations W Van Gansbeke, S Vandenhende, S Georgoulis, L Van Gool NeurIPS 2021, 2021 | 54 | 2021 |
Discovering object masks with transformers for unsupervised semantic segmentation W Van Gansbeke, S Vandenhende, L Van Gool arXiv preprint arXiv:2206.06363, 2022 | 44 | 2022 |
Making Heads or Tails: Towards Semantically Consistent Visual Counterfactuals S Vandenhende, D Mahajan, F Radenovic, D Ghadiyaram ECCV 2022, 2022 | 30 | 2022 |
A Three-Player GAN: Generating Hard Samples to Improve Classification Networks S Vandenhende, B De Brabandere, D Neven, L Van Gool MVA 2019, 2019 | 30 | 2019 |
A Baseline for the Commands For Autonomous Vehicles Challenge S Vandenhende, T Deruyttere, D Grujicic arXiv preprint arXiv:2004.13822, 2020 | 8 | 2020 |
Commands 4 Autonomous Vehicles (C4AV) Workshop Summary T Deruyttere, S Vandenhende, D Grujicic, Y Liu, L Van Gool, M Blaschko, ... ECCVW 2020, 2020 | 7 | 2020 |
Multi-task learning for visual scene understanding S Vandenhende | 1 | 2022 |
Computer-implemented training method, classification method and system and computer-readable recording medium W Abbeloos, G Othmezouri, W Van Gansbeke, S Vandenhende, ... US Patent App. 17/327,030, 2021 | | 2021 |
Data interpretation system, vehicle, method for interpreting input data, computer program and computer-readable medium W Abbeloos, S Georgoulis, L Van Gool, S Vandenhende WO Patent App. WO2021144007A1, 2021 | | 2021 |
A Lightweight 1.16 pJ/bit Processor for the Authenticated Encryption Scheme KetjeSR YW Lu, A Purnal, S Vandenhende, CY Lee, I Verbauwhede, HC Chang 2019 International Symposium on VLSI Design, Automation and Test (VLSI-DAT), 1-4, 2019 | | 2019 |
A Implementation Details W Van Gansbeke, S Vandenhende, S Georgoulis, L Van Gool | | |