wvangansbeke
Research Scientist at Google DeepMind. PhD in Computer Vision. Interested in self-supervised learning, multi-modal learning and generative learning.
Google DeepMindLondon, UK
Pinned Repositories
latent-diffusion-segmentation
A Simple Latent Diffusion Approach for Panoptic Segmentation and Mask Inpainting [2024]
High-Level-Synthesis
Convert C files into Verilog
LaneDetection_End2End
End-to-end Lane Detection for Self-Driving Cars (ICCV 2019 Workshop)
MaskDistill
Discovering Object Masks for Unsupervised Semantic Segmentation [2022]
Revisiting-Contrastive-SSL
Revisiting Contrastive Methods for Unsupervised Learning of Visual Representations. [NeurIPS 2021]
Self-Supervised-Learning-Overview
📜 Self-Supervised Learning from Images: Up-to-date reading list.
Sparse-Depth-Completion
Predict dense depth maps from sparse and noisy LiDAR frames guided by RGB images. (Ranked 1st place on KITTI) [2019]
Speech-Subband-Coding
Subband filtering with ADPCM
Unsupervised-Classification
SCAN: Learning to Classify Images without Labels, incl. SimCLR. [ECCV 2020]
Unsupervised-Semantic-Segmentation
Unsupervised Semantic Segmentation by Contrasting Object Mask Proposals. [ICCV 2021]
wvangansbeke's Repositories
wvangansbeke/Unsupervised-Classification
SCAN: Learning to Classify Images without Labels, incl. SimCLR. [ECCV 2020]
wvangansbeke/LaneDetection_End2End
End-to-end Lane Detection for Self-Driving Cars (ICCV 2019 Workshop)
wvangansbeke/Sparse-Depth-Completion
Predict dense depth maps from sparse and noisy LiDAR frames guided by RGB images. (Ranked 1st place on KITTI) [2019]
wvangansbeke/Unsupervised-Semantic-Segmentation
Unsupervised Semantic Segmentation by Contrasting Object Mask Proposals. [ICCV 2021]
wvangansbeke/Self-Supervised-Learning-Overview
📜 Self-Supervised Learning from Images: Up-to-date reading list.
wvangansbeke/MaskDistill
Discovering Object Masks for Unsupervised Semantic Segmentation [2022]
wvangansbeke/Revisiting-Contrastive-SSL
Revisiting Contrastive Methods for Unsupervised Learning of Visual Representations. [NeurIPS 2021]
wvangansbeke/High-Level-Synthesis
Convert C files into Verilog
wvangansbeke/Speech-Subband-Coding
Subband filtering with ADPCM
wvangansbeke/Audio-Speech
Build a cross-talk canceler and a speech recognizer
wvangansbeke/awesome-self-supervised-learning
A curated list of awesome self-supervised methods
wvangansbeke/Smart-Card-RSA
RSA alogrithm with hardware/software co-design
wvangansbeke/Dotfiles
VIM and TMUX configs