stormbreaker75

annotated_deep_learning_paper_implementations

🧑‍🏫 60 Implementations/tutorials of deep learning papers with side-by-side notes 📝; including transformers (original, xl, switch, feedback, vit, ...), optimizers (adam, adabelief, sophia, ...), gans(cyclegan, stylegan2, ...), 🎮 reinforcement learning (ppo, dqn), capsnet, distillation, ... 🧠

pytorch-cifar100

Practice on cifar100(ResNet, DenseNet, VGG, GoogleNet, InceptionV3, InceptionV4, Inception-ResNetv2, Xception, Resnet In Resnet, ResNext,ShuffleNet, ShuffleNetv2, MobileNet, MobileNetv2, SqueezeNet, NasNet, Residual Attention Network, SENet, WideResNet)

ML-GCN

PyTorch implementation of Multi-Label Image Recognition with Graph Convolutional Networks, CVPR 2019.

hashing-baseline-for-image-retrieval

:octocat:Various hashing methods for image retrieval and serves as the baselines

DeepHash

An Open-Source Package for Deep Learning to Hash (DeepHash)

Machine-Learning-and-AI-in-Trading

Applying Machine Learning and AI Algorithms applied to Trading for better performance and low Std.

Hadamard-Matrix-for-hashing

CVPR2020/TNNLS2023: Central Similarity Quantization/Hashing for Efficient Image and Video Retrieval

Cross-Modal-Retrieval

Cross-Modal-Real-valuded-Retrieval

DSH-pytorch

PyTorch implementation of DEEP SUPERVISED HASHING FOR FAST IMAGE RETRIEVAL(CVPR 2016)

Hashing

single_loss_quantization

2023-ICCV-COMMON

This repo contains the code and data of "Graph Matching with Bi-level Noisy Correspondence".

Hashing-Retrieval

Cross-Modal-Hashing-Retrieval/Multi-Modal-Hashing-Retrieval

Minimizing-Mutual-Information

PyTorch implementation on paper "Minimizing Mutual Information for Unsupervised Hash"

DTSH

Deep Supervised Hashing with Triplet Labels

DCH--pytorch

Multi-Modal-Hashing-Retrieval

The baselines of multi-modal hashing retrieval.

Multi-View-Multi-Label-Model-Collections

Multi-View Multi-Label Model Collections

Awesome-Paper-List-py

This repository collects the list of accepted paper from (currently only deep learning) top conferences. All lists are crawled by python scripts for later maintenance and analysis.

DKPH

Dual-Stream Knowledge-Preserving Hashing for Unsupervised Video Retrieval ECCV22

FCBC

Code for BigData2018 paper "Fast Clustering with Flexible Balance Constraints"

unsupervised-hashing

Unsupervised Hashing algorithms in python

Push-for-Quantization-Deep-Fisher-Hashing

Implementation of accepted BMVC oral paper: Push for Quantization Deep Fisher Hashing

DSCH

Deep Unsupervised Hashing with Latent Semantic Components

EQB2A

Source code for paper "Efficient Query-based Black-Box Attack for Cross-modal Hashing Retrieval".

LSCSH_sourcecode

HSCH-TCSVT

A High-Dimensional Sparse Hashing Framework for Cross-Modal Retrieval

Deep-MVML

A deep learning based multi-view multi-label learning baseline implemented with PyTorch.

DSAH

[CIKM2022] Deep Self-Adaptive Hashing for Image Retrieval

Cross-Modal-Hashing-Retrieval

The baselines of cross-modal hashing retrieval.