DiffCSE VS Revisiting-Contrastive-SSL

Compare DiffCSE vs Revisiting-Contrastive-SSL and see what are their differences.

DiffCSE

Code for the NAACL 2022 long paper "DiffCSE: Difference-based Contrastive Learning for Sentence Embeddings" (by voidism)
contrastive-learning representation-learning self-supervised-learning sentence-embeddings sentence-similarity sentence-transformers
Source Code
arxiv.org
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Revisiting-Contrastive-SSL

Revisiting Contrastive Methods for Unsupervised Learning of Visual Representations. [NeurIPS 2021] (by wvangansbeke)
representation-learning self-supervised-learning unsupervised-learning Clustering contrastive-learning moco transfer-learning pretraining neurips2021 neurips
Source Code
proceedings.neurips.cc
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DiffCSE Revisiting-Contrastive-SSL
3 1
286 86
- -
0.0 0.0
over 1 year ago over 2 years ago
Python Python
MIT License GNU General Public License v3.0 or later
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DiffCSE

Posts with mentions or reviews of DiffCSE. We have used some of these posts to build our list of alternatives and similar projects. The last one was on 2022-04-26.

Revisiting-Contrastive-SSL

Posts with mentions or reviews of Revisiting-Contrastive-SSL. We have used some of these posts to build our list of alternatives and similar projects.

What are some alternatives?

When comparing DiffCSE and Revisiting-Contrastive-SSL you can also consider the following projects:

PromCSE - Code for "Improved Universal Sentence Embeddings with Prompt-based Contrastive Learning and Energy-based Learning (EMNLP 2022)"

acoustic-keylogger - Pipeline of a keylogging attack using just an audio signal and unsupervised learning.

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

mmselfsup - OpenMMLab Self-Supervised Learning Toolbox and Benchmark

inltk - Natural Language Toolkit for Indic Languages aims to provide out of the box support for various NLP tasks that an application developer might need

self-supervised - Whitening for Self-Supervised Representation Learning | Official repository

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

TS-TCC - [IJCAI-21] "Time-Series Representation Learning via Temporal and Contextual Contrasting"

SimCSE - [EMNLP 2021] SimCSE: Simple Contrastive Learning of Sentence Embeddings https://arxiv.org/abs/2104.08821

PASS - The PASS dataset: pretrained models and how to get the data

pytorch-metric-learning - The easiest way to use deep metric learning in your application. Modular, flexible, and extensible. Written in PyTorch.

solo-learn - solo-learn: a library of self-supervised methods for visual representation learning powered by Pytorch Lightning

DiffCSE vs PromCSE Revisiting-Contrastive-SSL vs acoustic-keylogger DiffCSE vs Unsupervised-Classification Revisiting-Contrastive-SSL vs mmselfsup DiffCSE vs inltk Revisiting-Contrastive-SSL vs self-supervised DiffCSE vs Unsupervised-Semantic-Segmentation Revisiting-Contrastive-SSL vs TS-TCC DiffCSE vs SimCSE Revisiting-Contrastive-SSL vs PASS DiffCSE vs pytorch-metric-learning Revisiting-Contrastive-SSL vs solo-learn