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constrastive-learning

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OpenMMLab Pre-training Toolbox and Benchmark

image-classification resnet mobilenet PyTorch 深度学习 swin-transformer beit clip constrastive-learning convnext masked-image-modeling moco pretrained-models self-supervised-learning vision-transformer multimodal

Python

3634

1081

6 个月前

sayakpaul / SimCLR-in-TensorFlow-2

(Minimally) implements SimCLR (https://arxiv.org/abs/2002.05709) in TensorFlow 2.

unsupervised-learning constrastive-learning self-supervised-learning 深度学习 Tensorflow Keras

Jupyter Notebook

4 年前

Optimization-AI / SogCLR

Official implementation of the paper "Provable Stochastic Optimization for Global Contrastive Learning: Small Batch Does Not Harm Performance", ICML2022.

self-supervised-learning constrastive-learning

Python

2 年前

kunzhan / DSSN

ACM MM 2023: Improving semi-supervised semantic segmentation with dual-level Siamese structure network

cityscapes constrastive-learning image-segmentation pascal-voc semantic-segmentation

Python

2 年前

HySonLab / BioMedKG

Multimodal Contrastive Representation Learning in Augmented Biomedical Knowledge Graphs

constrastive-learning knowledge-graph multimodal-learning

Python

3 个月前

vgaraujov / CPC-NLP-PyTorch

Implementation of Contrastive Predictive Coding for Natural Language

self-supervised-learning constrastive-learning 自然语言处理 representation-learning

Python

5 年前

YuejiangLIU / semi-simclr

Semi-supervised SimCLR for TTT++

simclr constrastive-learning

Python

3 年前

ALM-LAB / CALM

CALM (Contrastive Alignment of Language and Music) aligns songs with their natural language description using CLIP (Project for the 1st Sound of AI Hackathon).

audio-processing clip constrastive-learning music-information-retrieval

Python

2 年前

llm-lab-org / CLASP

CLASP: Contrastive Language-Speech Pretraining for Multilingual Multimodal Information Retrieval

constrastive-learning information-retrieval multimodality

Jupyter Notebook

20 小时前

EagleW / Chem-FINESE

Official implementation of the EACL Findings 2024 paper: Chem-FINESE: Validating Fine-Grained Few-shot Entity Extraction through Text Reconstruction

few-shot few-shot-learning information-extraction large-language-models reconstruction datasets PyTorch transformers constrastive-learning

Python

1 年前

sakshamjindal / Face-Matching

Pytorch Implementation of One Shot Learning for Face Recognition

face-recognition triplet-loss few-shot-learning constrastive-learning image-classification

Jupyter Notebook

5 年前

jainraj / Advanced-Deep-Representation-Learning-IISc

constrastive-learning cyclegan domain-adaptation energy-based-model Generative Adversarial Network vae vae-implementation

Jupyter Notebook

2 年前

timothyckl / ucs

an implementation of unsupervised core-set selection

constrastive-learning 深度学习 Python

Python

1 年前

Shriyaak / YOLOv5-Object-Detection-for-Autonomous-Vehicles

A semi-supervised object detection system for autonomous driving, built on YOLOv5 to classify Cars, Trucks, Vans, and Miscellaneous vehicles with minimal labeled data.

constrastive-learning semi-supervised-learning

Python

11 天前