cswin

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

AutoRetinalImageSegmentation

This code is used for joint optic disc and cup segmentation from retinal fundus images

AWC

CFEA: Collaborative Feature Ensembling Adaptation for Domain Adaptation in Unsupervised Optic Disc and Cup Segmentation

Awesome-Transformer-Attention

An ultimately comprehensive paper list of Vision Transformer/Attention, including papers, codes, and related websites

CADA

Multi-scale Collaborative Adversarial Domain Adaptation for Unsupervised Optic Disc and Cup Segmentation

EvoNet

Deep evolutionary networks with expedited genetic algorithms for medical image denoising

PIMA-CT

Low-dose CT noise simulation and denosing

RC-Nets

Image Restoration Using Deep Regulated Convolutional Networks

RLPA

Regression and Learning with Pixel-wise Attention for Retinal Fundus Glaucoma Segmentation and Detection

WIN

Learning Pixel-Distribution Prior with Wider Convolution for Image Denoising

cswin/ActivationMattersRNN

Analysis of RNNs with different architectures trained on different tasks

cswin/BasicSR

Open Source Image and Video Restoration Toolbox for Super-resolution, Denoise, Deblurring, etc. Currently, it includes EDSR, RCAN, SRResNet, SRGAN, ESRGAN, EDVR, BasicVSR, SwinIR, ECBSR, etc. Also support StyleGAN2, DFDNet.

cswin/bio-attention

Modeling Attention and Binding in the Brain through Bidirectional Recurrent Gating

cswin/biolord

cswin/ChatDev

Create Customized Software using Natural Language Idea (through LLM-powered Multi-Agent Collaboration)

cswin/convrnns

ConvRNN Model Zoo: ImageNet pre-trained convolutional recurrent neural networks

cswin/createDailyScheduleCalendar

cswin/DeepHit_PyTorch

cswin/feature_inhibition

cswin/Formose_reservoir_computation

cswin/generative_agents

Generative Agents: Interactive Simulacra of Human Behavior

cswin/latent_circuit_inference

cswin/llama2.c

Inference Llama 2 in one file of pure C

cswin/MetaGPT

🌟 The Multi-Agent Framework: Given one line Requirement, return PRD, Design, Tasks, Repo

cswin/NeuralWaveMachines

Official Implementation of the ICML 2023 paper: "Neural Wave Machines: Learning Spatiotemporally Structured Representations with Locally Coupled Oscillatory Recurrent Neural Networks"

cswin/open_clip

An open source implementation of CLIP.

cswin/OpenSTL

OpenSTL: A Comprehensive Benchmark of Spatio-Temporal Predictive Learning

cswin/optical-flow

https://nanonets.com/blog/optical-flow/

cswin/planning_code

Code for Jensen et al. 2023

cswin/pubmed-landscape

The landscape of biomedical research

cswin/pycox

Survival analysis with PyTorch

cswin/pyspi

Comparative analysis of pairwise interactions in multivariate time series.

cswin/rastermap

a visualization method for neural data

cswin/stablediffusion

High-Resolution Image Synthesis with Latent Diffusion Models

cswin/StreamDiffusion

StreamDiffusion: A Pipeline-Level Solution for Real-Time Interactive Generation

cswin/Sybil

Deep Learning for Lung Cancer Risk Prediction using LDCT

cswin/Thought-Cloning

Thought Cloning: Learning to Think while Acting by Imitating Human Thinking

cswin/trainRNNbrain

training continuous time RNNs with ReLU activation function and multiple constraints using BPTT

cswin/whisperX

WhisperX: Automatic Speech Recognition with Word-level Timestamps (& Diarization)

cswin/Wormholes

Official implementation & data for paper "Strong and Precise Modulation of Human Percepts via Robustified ANNs" (NeurIPS 2023)