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292 search results found

Self Supervised Distillation ⭐ 15

Easy-to-read implementation of self-supervised learning using vision transformer and knowledge distillation with no labels - DINO 😃

[BMVC 2022] This is the official code of our Paper "Revisiting Self-Supervised Contrastive Learning for Facial Expression Recognition"

[KDD'2023] "AdaGCL: Adaptive Graph Contrastive Learning for Recommendation"

The PyTorch implementation of Directed Graph Contrastive Learning (DiGCL), NeurIPS-2021

[SIGIR 2023 Oral] This is our Pytorch implementation for the paper: "Meta-optimized Contrastive Learning for Sequential Recommendation".

Efficientddp 4 Contrastive Train ⭐ 14

Optimizing the way of contrastive learning in PyTorch-DDP(DistributedDataParallel) multi-GPU training

Separate_cl ⭐ 13

[AAAI 2022 Oral] Separate Contrastive Learning for Organs-at-Risk and Gross-Tumor-Volume Segmentation with Limited Annotation

Contrastive Mir Learning ⭐ 13

This repo contains the code to reproduce the paper: "Enriched Music Representations with Multiple Cross-modal Contrastive Learning"

Lm Supcon ⭐ 13

[NAACL 2022] Contrastive Learning for Prompt-based Few-shot Language Learners

Code of CropMix: Sampling a Rich Input Distribution via Multi-Scale Cropping

This is the code accompanying the AAAI 2022 paper "Ranking Info Noise Contrastive Estimation: Boosting Contrastive Learning via Ranked Positives" https://arxiv.org/abs/2201.11736 . The method allows you to use additional ranking information for representation learning.

Awesome Survey Graphs With Heterophily ⭐ 13

A Survey of Learning from Graphs with Heterophily

Clsa_pytorch ⭐ 12

Unofficial implement of CLSA(Contrastive Learning with Stronger Augmentations) with minimum modifications on official moco's code

CaCo: Both Positive and Negative Samples are Directly Learnable via Cooperative-adversarial Contrastive Learning

Code for the paper "DisCont: Self-Supervised Visual Attribute Disentanglement using Context Vectors".

CSS-LM: Contrastive Semi-supervised Fine-tuning of Pre-trained Language Models

[AAAI 2024] Learning from History: Task-agnostic Model Contrastive Learning for Image Restoration

Coherence Boosting ⭐ 12

Coherence boosting: When your pretrained language model is not paying enough attention (ACL 2022) https://arxiv.org/abs/2110.08294

"CL4ST: Spatio-Temporal Meta Contrastive Learning"

Contrastive Poisoning ⭐ 12

[ICLR 2023, Spotlight] Indiscriminate Poisoning Attacks on Unsupervised Contrastive Learning

[TAI 2023] Contrastive Domain Adaptation for Time-Series via Temporal Mixup

Skeattnclr ⭐ 12

The Official PyTorch implementation of "Part Aware Contrastive Learning for Self-Supervised Action Recognition" in IJCAI 2023

Temporal_context_aggregation ⭐ 11

Temporal Context Aggregation for Video Retrieval with Contrastive Learning, WACV 2021

Linkdist ⭐ 11

Distillation Self-Knowledge From Contrastive Links to Classify Graph Nodes Without Passing Messages.

Contrastive2021 ⭐ 11

Implementation for paper "Towards the Generalization of Contrastive Self-Supervised Learning" (https://arxiv.org/abs/2111.00743)

Official PyTorch code for the CVPR 2022 paper - Consistent Explanations by Contrastive Learning

Selfcontrastivelearningrecsys ⭐ 11

[ECIR 2024] Official repository for the paper titled "Self Contrastive Learning for Session-based Recommendation"

[ICML 2022] "ProGCL: Rethinking Hard Negative Mining in Graph Contrastive Learning"

Pytorch Implementation of FOCAL: Contrastive Learning for Multimodal Time-Series Sensing Signals in Factorized Orthogonal Latent Space

Golf_for_idrr ⭐ 10

Code for "Global and Local Hierarchy-aware Contrastive Framework for Hierarchical Implicit Discourse Relation Recognition (ACL 2023)"

Contrastive pretraining to learn chemical reaction representations (RxnRep) for downstream tasks.

Self-adversarial Multi-scale Contrastive Learning for Semantic Segmentation of Thermal Facial Images

M3l Topic Model ⭐ 10

Multimodal and multilingual topic model with pretrained embeddings

Contrastive Video Question Answering via Video Graph Transformer (IEEE T-PAMI'23)

Not_a_simclr ⭐ 9

A simple PyTorch tutorial for helping one implement the SimCLR framework.

Contrastive Neural Processes ⭐ 9

Implementation of Contrastive Neural Processes in PyTorch

[WWW'2023] "Debiased Contrastive Learning for Sequential Recommendation"

Open Fashion Clip ⭐ 8

This is the official repository for the paper "OpenFashionCLIP: Vision-and-Language Contrastive Learning with Open-Source Fashion Data". ICIAP 2023

Official repo for Directional Self-supervised Learning for Heavy Image Augmentations [CVPR2022]

A toolbox for sparse contrastive principal component analysis

Taup Pytorch ⭐ 8

Task Agnostic Unsupervised Learning

Tpc Tensorflow ⭐ 8

Temporal Predictive Coding For Model-Based Planning In Latent Space (ICML-2021)

Official Code of CVPR'23 Paper "VLPD: Context-Aware Pedestrian Detection via Vision-Language Semantic Self-Supervision"

Noncontrastive Ssl ⭐ 8

Analyzing partial dimensional collapse in non-contrastive self-supervised learning. "Understanding Collapse in Non-Contrastive Siamese Representation Learning." In ECCV, 2022.

This repo has the PyTorch implementation and datasets of our WSDM 2023 paper: “Multi-queue Momentum Contrast for Microvideo-Product Retrieval”.

Classification ⭐ 8

Classification of the MNIST dataset using various Deep Learning techniques

Cl Baselines ⭐ 8

This is a Pytorch implementation of contrastive Learning(CL) baselines.

Social Nce Stgcnn ⭐ 8

[ICCV'21] Official implementation of the "Social NCE: Contrastive Learning of Socially-aware Motion Representations" in PyTorch, for Social-STGCNN on trajectory forecasting.

A PyTorch implementation of "ANEMONE: Graph Anomaly Detection with Multi-Scale Contrastive Learning", CIKM-21

Official PyTorch Implementation of Guarding Barlow Twins Against Overfitting with Mixed Samples

This is the official repo for Contrastive Vision-Language Alignment Makes Efficient Instruction Learner.

Hidro Vqa ⭐ 8

Official Implementation of WACV 2024 Paper "HIDRO-VQA : High Dynamic Range Oracle for Video Quality Assessment"

CURLA: CURL x CARLA -- Robust end-to-end Autonomous Driving by combining Contrastive Learning and Reinforcement Learning

Deep Embedded Music ⭐ 7

Creation of an embedding space using unsupervised triplet loss and Tile2Vec that can be used for a variety of downstream tasks

Clvae Unsupervised_change_detection_timeseriessar ⭐ 7

Unsupervised Change Detection https://doi.org/10.1016/j.jag.2023.103635

Generate Spectra ⭐ 7

Repository for "Generating astronomical spectra from photometry with conditional diffusion models" (ML4PS@NeurIPS 2022)

[PAKDD2023] Improving Knowledge Graph Entity Alignment with Graph Augmentation

Scatsimclr ⭐ 7

Official implementation of paper "ScatSimCLR: self-supervised contrastive learning with pretext task regularization for small-scale datasets", accepted at ICCV 2021 2nd Visual Inductive Priors for Data-Efficient Deep Learning Workshop

Kernel Infonce ⭐ 7

Official implementation of ICLR 2024 paper "Contrastive Learning Is Spectral Clustering On Similarity Graph" (https://arxiv.org/abs/2303.15103)

Runne_contrastive_ner ⭐ 7

This project is concerned with my participating in the RuNNE competition https://github.com/dialogue-evaluation/RuNNE

[MICCAI 2023] ECL: Class-Enhancement Contrastive Learning for Long-tailed Skin Lesion Classification

Brainnn Pretrain ⭐ 7

Implementations for CHIL 2023 paper ''PTGB: Pre-Train Graph Neural Networks for Brain Network Analysis'' and KDD 2022 paper ''Data-Efficient Brain Connectome Analysis via Multi-Task Meta-Learning''

Official implementation of "Connect, Collapse, Corrupt: Learning Cross-Modal Tasks with Uni-Modal Data"

Pytorch implementation of the paper, "Representation Learning with Contrastive Predictive Coding", or CPC, https://arxiv.org/pdf/1807.03748.pdf

Unsupervised Clustering ⭐ 6

Source code for "SimCKP: Simple Contrastive Learning of Keyphrase Representations", Findings of EMNLP 2023

Gnn_latest_papers ⭐ 6

The latest research papers on graph representation learning[图神经网络最新论文汇总，持续更新中，欢迎关注]

CoRT: Contrastive Rhetorical Tagging - KISTI 2022 AI/ML Competition

ECCV-MCV2022 paper: "IMPaSh: A Novel Domain-shift Resistant Representation for Colorectal Cancer Tissue Classification"

Visual Contrastive Learning For Few Shot Image Classification ⭐ 6

Implementation of Few-shot Binary Image Classification using Contrastive Learning-based Approach in PyTorch

PyTorch reimplementation of "A simple, efficient and scalable contrastive masked autoencoder for learning visual representations".

Contraclm ⭐ 6

[ACL 2023] Code for CONTRACLM: Contrastive Learning For Causal Language Model

Understanding Negative Samples ⭐ 6

#NeurIPS2021 Codes for Understanding Negative Samples in Instance Discriminative Self-supervised Representation Learning

This repo is for source code of SDM 2023 paper "Heterogeneous Graph Contrastive Multi-view Learning".

A Keras-based and TensorFlow-backend NLP Models Toolkit.

Resampling ⭐ 6

Sensor Data Augmentation by Resampling for Contrastive Learning in Human Activity Recognition

Matrix Ssl ⭐ 6

Official implementation of paper "Matrix Information Theory for Self-supervised Learning" (https://arxiv.org/abs/2305.17326)

Contrastive Embeddings For Neural Architectures ⭐ 5

Architecture embeddings independent from the parametrization of the search space

Linkschedulinggnns_supervisionstudy ⭐ 5

A comparative study of different supervision levels (supervised/unsupervised/self-supervised) when training graph neural network models for link scheduling in wireless networks.

Refcontrast ⭐ 5

Understanding Synonymous Referring Expressions via Contrastive Features

A python library for self-supervised learning

Handposeestimation ⭐ 5

This repo contains the code used for carrying experiments for Paper Id 50 in preregister workshop at NeurIPS 2020.

Contrastive Pose Retrieval ⭐ 5

Code for the paper "Category-Level Pose Retrieval with Contrastive Features Learnt with Occlusion Augmentation"

Visual Similarity Search ⭐ 5

Visual similarity search engine demo with use of PyTorch Metric Learning and Qdrant

Mlprojects_uwseattle ⭐ 5

ML Projects and Experience in Industry and Academia.

Pre-training Multi-task Contrastive Learning Models for Scientific Literature Understanding (Findings of EMNLP'23)

Mirrorwic ⭐ 5

[CoNLL 2021] MirrorWiC: On Eliciting Word-in-Context Representationsfrom Pretrained Language Models

Simclr Tensorflow ⭐ 5

TensorFlow Implementation of SimCLR: A Simple Framework for Contrastive Learning of Visual Representations

Logical Equivalence Driven Amr Data Augmentation For Representation Learning ⭐ 5

The source code for Contrastive Learning with Logic-driven Data Augmentation for Logical Reasoning over Text. #1 on the ReClor Leaderboard.

Implementation of CLUDA: Contrastive learning in Unsupervised Domian Adaptation in Semantic Segmentation

This repository contains code for the paper "Margin Preserving Self-paced Contrastive Learning Towards Domain Adaptation for Medical Image Segmentation", published at IEEE JBHI 2022

201-292 of 292 search results

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