wvangansbeke/Revisiting-Contrastive-SSL

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Created over 3 years ago
Updated about 3 years ago

wvangansbeke/Revisiting-Contrastive-SSL

wvangansbeke

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Revisiting Contrastive Methods for Unsupervised Learning of Visual Representations. [NeurIPS 2021]

Unsupervised-Classification

SCAN: Learning to Classify Images without Labels, incl. SimCLR. [ECCV 2020]

LaneDetection_End2End

End-to-end Lane Detection for Self-Driving Cars (ICCV 2019 Workshop)

Sparse-Depth-Completion

Predict dense depth maps from sparse and noisy LiDAR frames guided by RGB images. (Ranked 1st place on KITTI) [MVA 2019]

Unsupervised-Semantic-Segmentation

Unsupervised Semantic Segmentation by Contrasting Object Mask Proposals. [ICCV 2021]

Self-Supervised-Learning-Overview

📜 Self-Supervised Learning from Images: Up-to-date reading list.

MaskDistill

Discovering Object Masks for Unsupervised Semantic Segmentation [2022]

High-Level-Synthesis

Convert C files into Verilog

Speech-Subband-Coding

Subband filtering with ADPCM

Audio-Speech

Build a cross-talk canceler and a speech recognizer

Smart-Card-RSA

RSA alogrithm with hardware/software co-design

Dotfiles

VIM and TMUX configs