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John Dan's Projects

adabound icon adabound

An optimizer that trains as fast as Adam and as good as SGD.

ahdrnet icon ahdrnet

Attention-guided Network for Ghost-free High Dynamic Range Imaging

algorithm_interview_notes-chinese icon algorithm_interview_notes-chinese

2018/2019/校招/春招/秋招/算法/机器学习(Machine Learning)/深度学习(Deep Learning)/自然语言处理(NLP)/C/C++/Python/面试笔记

attention-module icon attention-module

Official PyTorch code for "BAM: Bottleneck Attention Module (BMVC2018)" and "CBAM: Convolutional Block Attention Module (ECCV2018)"

bilinear-cnn icon bilinear-cnn

PyTorch implementation of bilinear CNN for fine-grained image recognition

biobeam icon biobeam

GPU accelerated beam propagation tools for biological light tissue simulations

chinese-llama-alpaca icon chinese-llama-alpaca

中文LLaMA&Alpaca大语言模型+本地CPU/GPU训练部署 (Chinese LLaMA & Alpaca LLMs)

chroma icon chroma

Fast Optical Monte Carlo Simulation With Surface-Based Geometries

client icon client

🔥 A tool for visualizing and tracking your machine learning experiments. This repo contains the CLI and Python API.

code icon code

This code is for paper "Multiple-image encryption and hiding with an optical diffractive neural network"

deep-hdrreconstruction icon deep-hdrreconstruction

Official PyTorch implementation of "Single Image HDR Reconstruction Using a CNN with Masked Features and Perceptual Loss" (SIGGRAPH 2020)

deep-learning-interview-book icon deep-learning-interview-book

深度学习面试宝典(含数学、机器学习、深度学习、计算机视觉、自然语言处理和SLAM等方向)

deep-red-flash icon deep-red-flash

Source code for 2021 CVPR paper "Seeing in Extra Darkness Using a Deep-red Flash"

deep-speckle-correlation icon deep-speckle-correlation

python implementation of Deep speckle correlation: a deep learning approach towards scalale imaging through scattering media

deep_inverse_correlography icon deep_inverse_correlography

Code associated with the paper "Deep-Inverse Correlography: Towards Real-Time High-Resolution Non-Line-of-Sight Imaging"

deepopticshdr icon deepopticshdr

Code associated with the paper "Deep Optics for Single-shot High-dynamic-range Imaging"

dfl-cnn icon dfl-cnn

This is a pytorch re-implementation of Learning a Discriminative Filter Bank Within a CNN for Fine-Grained Recognition

external-attention-pytorch icon external-attention-pytorch

🍀 Pytorch implementation of various Attention Mechanisms, MLP, Re-parameter, Convolution, which is helpful to further understand papers.⭐⭐⭐

fashion-mnist icon fashion-mnist

A MNIST-like fashion product database. Benchmark :point_right:

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