140 Open source projects that are alternatives of or similar to MOON

PyTorch Implementation on Paper [CVPR2021]Distilling Audio-Visual Knowledge by Compositional Contrastive Learning

[EMNLP 2021] Mirror-BERT: Converting Pretrained Language Models to universal text encoders without labels.

收集 CVPR 最新的成果，包括论文、代码和demo视频等，欢迎大家推荐！

Paper collection of federated learning. Conferences and Journals Collection for Federated Learning from 2019 to 2021, Accepted Papers, Hot topics and good research groups. Paper summary

CVC: Contrastive Learning for Non-parallel Voice Conversion (INTERSPEECH 2021, in PyTorch)

FedGroup, A Clustered Federated Learning framework based on Tensorflow

FixBi: Bridging Domain Spaces for Unsupervised Domain Adaptation (CVPR 2021)

[CVPR 2021] Modular Interactive Video Object Segmentation: Interaction-to-Mask, Propagation and Difference-Aware Fusion. Semi-supervised VOS as well!

Code for CVPR 2021 paper Exploring Heterogeneous Clues for Weakly-Supervised Audio-Visual Video Parsing

Federated Learning on HyperLedger Aries

[CVPR2021] Towards Rolling Shutter Correction and Deblurring in Dynamic Scenes

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

VarCLR: Variable Semantic Representation Pre-training via Contrastive Learning

Dense Relation Distillation with Context-aware Aggregation for Few-Shot Object Detection, CVPR 2021

This is the code base for paper "G-SimCLR : Self-Supervised Contrastive Learning with Guided Projection via Pseudo Labelling" by Souradip Chakraborty, Aritra Roy Gosthipaty and Sayak Paul.

Official Code of "Deep Homography for Efficient Stereo Image Compression"[cvpr21oral]

Official code for "Throughput-Optimal Topology Design for Cross-Silo Federated Learning" (NeurIPS'20)

Privacy Preserving Vertical Federated Learning

Implementation of Federated Learning to Person Re-identification (Code for ACMMM 2020 paper)

Simulate collaborative ML scenarios, experiment multi-partner learning approaches and measure respective contributions of different datasets to model performance.

Proof of Concept of a Federated Learning framework that maintains the privacy of the participants involved.

[CVPR 2021] CondenseNet V2: Sparse Feature Reactivation for Deep Networks

CVPR2021 paper "Learning Parallel Dense Correspondence from Spatio-Temporal Descriptorsfor Efficient and Robust 4D Reconstruction"

Implementation of CVPR'21: RfD-Net: Point Scene Understanding by Semantic Instance Reconstruction

FedNLP: An Industry and Research Integrated Platform for Federated Learning in Natural Language Processing, Backed by FedML, Inc. The Previous Research Version is Accepted to NAACL 2022

Official PyTorch implementation of Contrastive Learning of Musical Representations

Official Implementation of CVPR2021 paper: Continual Learning via Bit-Level Information Preserving

Official implementation of "Towards Good Practices for Efficiently Annotating Large-Scale Image Classification Datasets" (CVPR2021)

[CVPR2021] Meta Batch-Instance Normalization for Generalizable Person Re-Identification

Substra is a framework for traceable ML orchestration on decentralized sensitive data.

Healthcare-Researcher-Connector Package: Federated Learning tool for bridging the gap between Healthcare providers and researchers

Code for our CVPR-2021 paper on Combining Semantic Guidance and Deep Reinforcement Learning For Generating Human Level Paintings.

A curated list of awesome graph & self-supervised-learning-based recommendation.

Experiments with supervised contrastive learning methods with different loss functions

Code repository for paper `Skeleton Merger: an Unsupervised Aligned Keypoint Detector`.

Full stack service enabling decentralized machine learning on private data

🐝 Explore Trending Papers at CVPR

Personalized Federated Learning with Moreau Envelopes (pFedMe) using Pytorch (NeurIPS 2020)

PyTorch implementation of the InfoNCE loss for self-supervised learning.

Official code of CVPR 2021's PLOP: Learning without Forgetting for Continual Semantic Segmentation

Multi-Label Learning from Single Positive Labels - CVPR 2021

RSTNet: Captioning with Adaptive Attention on Visual and Non-Visual Words (CVPR 2021)

Generalized Deep Metric Learning.

PyTorch reimplementation of the paper "Involution: Inverting the Inherence of Convolution for Visual Recognition" (2D and 3D Involution) [CVPR 2021].

This repository contains the code implementation used in the paper Temporally Coherent Embeddings for Self-Supervised Video Representation Learning (TCE).

Pytorch implementation of "A Simple Framework for Contrastive Learning of Visual Representations"

[CVPR 2021 Oral] Im2Vec Synthesizing Vector Graphics without Vector Supervision

SRDS 2020: End-to-End Evaluation of Federated Learning and Split Learning for Internet of Things

[CVPR 2021] Region-aware Adaptive Instance Normalization for Image Harmonization

Federated posterior averaging implemented in JAX

The core runtime engine for Ambianic Edge devices.

[NeurIPS 2021 Spotlight] Aligning Pretraining for Detection via Object-Level Contrastive Learning

tf implementation of federated learning

[CIKM 2021] Enhancing Aspect-Based Sentiment Analysis with Supervised Contrastive Learning

DBA: Distributed Backdoor Attacks against Federated Learning (ICLR 2020)

List of Publications in Graph Contrastive Learning

Code for the paper "Contrastive Learning Inverts the Data Generating Process".

Official implementation of "Adversarial Open Domain Adaptation for Sketch-to-Photo Synthesis"(WACV 2022/CVPRW 2021)

Semi-supervised Semantic Segmentation with Directional Context-aware Consistency (CVPR 2021)

ProtoTrees: Neural Prototype Trees for Interpretable Fine-grained Image Recognition, published at CVPR2021