contrastive-loss

There are 7 repositories under contrastive-loss topic.

mlfoundations / open_clip
An open source implementation of CLIP.
deep-learning pytorch computer-vision language-model multi-modal-learning contrastive-loss zero-shot-classification pretrained-models
Language:Jupyter Notebook 8389
OFA-Sys / Chinese-CLIP
Chinese version of CLIP which achieves Chinese cross-modal retrieval and representation generation.
chinese clip computer-vision contrastive-loss coreml-models deep-learning image-text-retrieval multi-modal multi-modal-learning nlp pretrained-models pytorch transformers vision-and-language-pre-training vision-language
Language:Python 3575
adambielski / siamese-triplet
Siamese and triplet networks with online pair/triplet mining in PyTorch
machine-learning deep-learning siamese-network triplet-loss contrastive-loss pytorch embedding triplet-network learning-embeddings
Language:Python 3034
sthalles / SimCLR
PyTorch implementation of SimCLR: A Simple Framework for Contrastive Learning of Visual Representations
contrastive-loss deep-learning machine-learning pytorch pytorch-implementation representation-learning simclr torchvision unsupervised-learning
Language:Jupyter Notebook 2109
OFA-Sys / ONE-PEACE
A general representation model across vision, audio, language modalities. Paper: ONE-PEACE: Exploring One General Representation Model Toward Unlimited Modalities
foundation-models multimodal representation-learning vision-language audio-language vision-and-language vision-transformer contrastive-loss
Language:Python 830
MishaLaskin / curl
CURL: Contrastive Unsupervised Representation Learning for Sample-Efficient Reinforcement Learning
contrastive-learning contrastive-loss contrastive-predictive-coding curl deep-learning deep-learning-algorithms deep-neural-networks deep-q-learning deep-q-network deep-reinforcement-learning deep-rl deeplearning deeplearning-ai gpu model-free-rl off-policy reinforcement-agents reinforcement-learning reinforcement-learning-algorithms sac
Language:Python 555
leftthomas / SimCLR
A PyTorch implementation of SimCLR based on ICML 2020 paper "A Simple Framework for Contrastive Learning of Visual Representations"
pytorch unsupervised-learning cifar10 contrastive-loss
Language:Python 517
davidtellez / contrastive-predictive-coding
Keras implementation of Representation Learning with Contrastive Predictive Coding
deep-learning representation-learning unsupervised-learning contrastive-loss predictive-modeling
Language:Python 511
jefflai108 / Contrastive-Predictive-Coding-PyTorch
Contrastive Predictive Coding for Automatic Speaker Verification
representation-learning contrastive-loss predictive-modeling unsupervised-learning automatic-speaker-verification
Language:Python 466
RElbers / info-nce-pytorch
PyTorch implementation of the InfoNCE loss for self-supervised learning.
contrastive-learning contrastive-loss self-supervised-learning
Language:Python 385
justchenhao / STANet
official implementation of the spatial-temporal attention neural network (STANet) for remote sensing image change detection
change-detection remote-sensing siamese-neural-network attention-mechanism contrastive-loss dataset
Language:Python 382
gmayday1997 / SceneChangeDet
pytorch implementation of scene change detection
pytorch scene-change-detection change-detection contrastive-loss
Language:Python 229
JarrentWu1031 / CCPL
Official Pytorch implementation of CCPL and SCTNet (ECCV2022, Oral)
arbitrary-style-transfer artistic-style-transfer contrastive-learning contrastive-loss eccv eccv-2022 eccv2022 image-to-image-translation video-style-transfer photo-realistic-style-transfer versatile-style-transfer deep-learning pytorch style-transfer
Language:Python 188
clip-italian / clip-italian
CLIP (Contrastive Language–Image Pre-training) for Italian
clip transformers transformers-models contrastive-loss huggingface dataset
Language:Jupyter Notebook 170
pavancm / CONTRIQUE
Official implementation for "Image Quality Assessment using Contrastive Learning"
image-processing computer-vision image-quality-assessment image-quality contrastive-learning contrastive-loss blind-image-quality-assessment no-reference full-reference-iqa deep-learning deep-neural-networks convolutional-neural-networks
Language:Python 109
lucidrains / contrastive-learner
A simple to use pytorch wrapper for contrastive self-supervised learning on any neural network
artificial-intelligence contrastive-loss deep-learning self-supervised-learning
Language:Python 108
csiro-robotics / LoGG3D-Net
[ICRA 2022] The official repository for "LoGG3D-Net: Locally Guided Global Descriptor Learning for 3D Place Recognition", In 2022 International Conference on Robotics and Automation (ICRA), pp. 2215-2221.
deep-learning place-recognition lidar-point-cloud lidar 3d learning contrastive-loss point-cloud robotics pytorch
Language:Python 90
Aftaab99 / OfflineSignatureVerification
Writer independent offline signature verification using convolutional siamese networks
pytorch siamese-cnn siamese-network siamese-neural-network signature-verification machine-learning contrastive-loss react
Language:Jupyter Notebook 76
szq0214 / S2-BNN
S2-BNN: Bridging the Gap Between Self-Supervised Real and 1-bit Neural Networks via Guided Distribution Calibration (CVPR 2021)
self-supervised-learning distillation-loss binary-neural-networks contrastive-learning contrastive-loss efficient-model
Language:Python 62
csiro-robotics / TCE
This repository contains the code implementation used in the paper Temporally Coherent Embeddings for Self-Supervised Video Representation Learning (TCE).
self-supervised-learning computer-vision contrastive-learning metric-learning representation-learning ucf-101 pytorch hmdb51 kinetics-datasets action-recognition tsne-visualisations contrastive-loss embeddings deep-learning
Language:Python 52
xavierfav / coala
COALA: Co-Aligned Autoencoders for Learning Semantically Enriched Audio Representations
deep-learning contrastive-loss audio-representation autoencoders
Language:Python 48
XLearning-SCU / 2021-CVPR-MvCLN
PyTorch implementation for Partially View-aligned Representation Learning with Noise-robust Contrastive Loss (CVPR 2021)
noisy-labels contrastive-loss multi-view-learning
Language:Python 45
shane-settle / neural-acoustic-word-embeddings
contrastive-loss triplet-loss tensorflow negative-example-mining acoustic-word-embeddings
Language:Shell 44
flyinghu123 / CPR
The implement for paper : "Target before Shooting: Accurate Anomaly Detection and Localization under One Millisecond via Cascade Patch Retrieval"
anomaly-detection contrastive-loss
Language:Python 41
IvanAer / G-Universal-CLIP
4th place solution for the Google Universal Image Embedding Kaggle Challenge. Instance-Level Recognition workshop at ECCV 2022
clip computer-vision contrastive-loss deep-learning kaggle language-model multimodal-learning pretrained-models pytorch vision-transformer
Language:Jupyter Notebook 39
HarshSulakhe / siamesenetworks-pytorch
An implementation of Contrastive Loss in PyTorch using Siamese Networks
pytorch siamese-network contrastive-loss cub-200-2011
Language:Jupyter Notebook 25
sthalles / SimCLR-tensorflow
TensorFlow Implementation of SimCLR: A Simple Framework for Contrastive Learning of Visual Representations
contrastive-learning contrastive-loss representation-learning self-supervised-learning simclr tensorflow unsupervised-learning
Language:Python 23
pavancm / CONVIQT
Official implementation for "CONVIQT: Contrastive Video Quality Estimator"
blind-video-quality-assessment contrastive-learning contrastive-loss convolutional-neural-networks deep-learning deep-neural-networks gated-recurrent-units no-reference self-supervised-learning video-processing video-quality video-quality-assessment
Language:Python 21
DRLib / CDR
Implementation of CDR - Interactive Visual Cluster Analysis by Contrastive Dimensionality Reduction
dimensionality-reduction interactive-clustering contrastive-loss pytorch-implementation multidimensional-projection clustering-analysis
Language:JavaScript 20
phillity / metric_learning
Metric Learning TF 2.0+Keras Algorithm Implementations for Facial Recognition
face-recognition face-verification facenet triplet-loss contrastive-loss arcface additive-angular-margin-loss sphereface angular-softamx-loss cosface large-margin-cosine-loss keras tensorflow
Language:Python 17
nikheelpandey / TAUP-PyTorch
Task Agnostic Unsupervised Learning
computer-vision simclr2 contrastive-learning contrastive-loss pytorch pytorch-implementation
Language:Python 15
leftthomas / NPID
A PyTorch implementation of NPID based on CVPR 2018 paper "Unsupervised Feature Learning via Non-Parametric Instance Discrimination"
pytorch embeddings contrastive-loss
Language:Python 14
sarthak268 / DisCont
PyTorch Implementation for the paper "DisCont: Self-Supervised Visual Attribute Disentanglement using Context Vectors" (ECCVW'20).
contrastive-learning contrastive-loss disentanglement disentangled-representations center-loss self-supervised-learning visual-attributes context-vectors
Language:Python 14
PerceptionComputingLab / SCC
[CMIG‘2022] [Pytorch]A Contrastive Consistency Semi-supervised Left Atrium Segmentation Model
contrastive-loss left-atrium segmentation semi-supervised-learning
Language:Python 13
juanmc2005 / SimilarityLearning
Similarity Learning applied to Speaker Verification and Semantic Textual Similarity
metric-learning similarity-learning arcface contrastive-loss triplet-loss center-loss speaker-verification sts semantic-textual-similarity mnist coco-loss deep-learning python pytorch siamese-network triplet siamese
Language:Python 10
samtwl / Deep-Learning-Contrastive-Center-Loss-Transfer-Learning-Food-Classification-
This repository contains the ipynb for a project on deep learning visual classification of food categories
python3 jupyter-notebook deep-learning computer-vision image-classification contrastive-loss center-loss transfer-learning food-classification pytorch cnn convolutional-neural-networks resnet-18
Language:Jupyter Notebook 9

contrastive-loss

mlfoundations / open_clip

OFA-Sys / Chinese-CLIP

adambielski / siamese-triplet

sthalles / SimCLR

OFA-Sys / ONE-PEACE

MishaLaskin / curl

leftthomas / SimCLR

davidtellez / contrastive-predictive-coding

jefflai108 / Contrastive-Predictive-Coding-PyTorch

RElbers / info-nce-pytorch

justchenhao / STANet

gmayday1997 / SceneChangeDet

JarrentWu1031 / CCPL

clip-italian / clip-italian

pavancm / CONTRIQUE

lucidrains / contrastive-learner

csiro-robotics / LoGG3D-Net

Aftaab99 / OfflineSignatureVerification

szq0214 / S2-BNN

csiro-robotics / TCE

xavierfav / coala

XLearning-SCU / 2021-CVPR-MvCLN

shane-settle / neural-acoustic-word-embeddings

flyinghu123 / CPR

IvanAer / G-Universal-CLIP

HarshSulakhe / siamesenetworks-pytorch

sthalles / SimCLR-tensorflow

pavancm / CONVIQT

DRLib / CDR

phillity / metric_learning

nikheelpandey / TAUP-PyTorch

leftthomas / NPID

sarthak268 / DisCont

PerceptionComputingLab / SCC

juanmc2005 / SimilarityLearning

samtwl / Deep-Learning-Contrastive-Center-Loss-Transfer-Learning-Food-Classification-