Transformer-SSL
transferlearning
Our great sponsors
Transformer-SSL | transferlearning | |
---|---|---|
2 | 1 | |
589 | 12,841 | |
0.0% | - | |
0.0 | 7.6 | |
almost 3 years ago | 11 days ago | |
Python | Python | |
MIT License | MIT License |
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Transformer-SSL
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[R] A new baseline and codebase for self-supervised learning (SSL) with ViT/Swin-Transformer (Microsoft Research)
Github: https://github.com/SwinTransformer/Transformer-SSL
- [P] A new codebase for self-supervised learning with vision Transformers that provides evaluation on down-stream tasks of object detection and semantic segmentation
transferlearning
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[D] Medium Article: Adaptive Learning for Time Series Forecasting
The src is available in https://github.com/jindongwang/transferlearning I'll also publish about how to code the model for time series
What are some alternatives?
dino - PyTorch code for Vision Transformers training with the Self-Supervised learning method DINO
zshot - Zero and Few shot named entity & relationships recognition
pytorch-metric-learning - The easiest way to use deep metric learning in your application. Modular, flexible, and extensible. Written in PyTorch.
stackoverflow-better-stats - Better statistics about Stack Overflow's 2023 Developer Survey
byol-pytorch - Usable Implementation of "Bootstrap Your Own Latent" self-supervised learning, from Deepmind, in Pytorch
PaddleHelix - Bio-Computing Platform Featuring Large-Scale Representation Learning and Multi-Task Deep Learning “螺旋桨”生物计算工具集
lightly - A python library for self-supervised learning on images.
awesome-artificial-intelligence-research - A curated list of Artificial Intelligence (AI) Research, tracks the cutting edge trending of AI research, including recommender systems, computer vision, machine learning, etc.
Unsupervised-Classification - SCAN: Learning to Classify Images without Labels, incl. SimCLR. [ECCV 2020]
TS-TCC - [IJCAI-21] "Time-Series Representation Learning via Temporal and Contextual Contrasting"
Transfer-Learning-Library - Transfer Learning Library for Domain Adaptation, Task Adaptation, and Domain Generalization
Efficient-VDVAE - Official Pytorch and JAX implementation of "Efficient-VDVAE: Less is more"