wayne980

bootcamp

CodeCMR

dml_cross_entropy

Code for the paper "A unifying mutual information view of metric learning: cross-entropy vs. pairwise losses" (ECCV 2020 - Spotlight)

ECCV2020_DiVA_MultiFeature_DML

(ECCV 2020) This repo contains code for "DiVA: Diverse Visual Feature Aggregation for Deep Metric Learning" (https://arxiv.org/abs/2004.13458), which extends vanilla DML with auxiliary and self-supervised features.

hgr_v2t

Code accompanying the paper "Fine-grained Video-Text Retrieval with Hierarchical Graph Reasoning".

MMT-old

Multi-Modal Transformer for Video Retrieval

Revisiting_Deep_Metric_Learning_PyTorch

(ICML 2020) This repo contains code for our paper "Revisiting Training Strategies and Generalization Performance in Deep Metric Learning" (https://arxiv.org/abs/2002.08473) to facilitate consistent research in the field of Deep Metric Learning.

S2SD

Implementation for S2SD - Simultaneous Similarity-based Self-Distillation for Deep Metric Learning

SOLAR

PyTorch code for "SOLAR: Second-Order Loss and Attention for Image Retrieval". In ECCV 2020

unisal

Unified Image and Video Saliency Modeling (ECCV 2020)

AOQ

Adaptive Offline Quintuplet Loss for Image-Text Matching (AOQ)

awesome-contrastive-self-supervised-learning

A comprehensive list of awesome contrastive self-supervised learning papers.

BFAN

Implementation of our ACMMM2019 paper, Focus Your Attention: A Bidirectional Focal Attention Network for Image-Text Matching

byol-pytorch

Usable Implementation of "Bootstrap Your Own Latent" self-supervised learning, from Deepmind, in Pytorch

CVPR2020-Code

CVPR 2020 论文开源项目合集

dense-video-captioning-pytorch

Second-place solution to dense video captioning task in ActivityNet Challenge 2020

dsn_fewshot

dual_encoding

[CVPR2019] Dual Encoding for Zero-Example Video Retrieval

EasyPositiveHardNegative

Pytorch implementation of EasyPositiveHardNegative(EPHN)

embedding-expansion

Official MXNet implementation of "Embedding Expansion: Augmentation in Embedding Space for Deep Metric Learning" (CVPR 2020)

group_loss

Official code for "The Group Loss for Deep Metric Learning" paper (ECCV 2020)

GSMN

Implementation of our CVPR2020 paper, Graph Structured Network for Image-Text Matching

Hyperbolic_ZSL

Hyperbolic Visual Embedding Learning for Zero-Shot Recognition (CVPR 2020)

LEAStereo

An end-to-end nas stereo matching network.

moco

PyTorch implementation of MoCo: https://arxiv.org/abs/1911.05722

PyContrast

PyTorch implementation of Contrastive Learning methods; List of awesome-contrastive-learning papers

pytorch-metric-learning

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

semantic_neighborhoods

Preserving Semantic Neighborhoods for Robust Cross-modal Retrieval [ECCV 2020]

SKD

SKD : Self-supervised Knowledge Distillation for Few-shot Learning

SupContrast

PyTorch implementation of "Supervised Contrastive Learning" (and SimCLR incidentally)