ranery

Castling-ViT

[CVPR 2023] Castling-ViT: Compressing Self-Attention via Switching Towards Linear-Angular Attention During Vision Transformer Inference

Early-Bird-Tickets

[ICLR 2020] Drawing Early-Bird Tickets: Toward More Efficient Training of Deep Networks

Linearized-LLM

[ICML 2024] When Linear Attention Meets Autoregressive Decoding: Towards More Effective and Efficient Linearized Large Language Models

ShiftAddLLM

ShiftAddLLM: Accelerating Pretrained LLMs via Post-Training Multiplication-Less Reparameterization

ShiftAddViT

[NeurIPS 2023] ShiftAddViT: Mixture of Multiplication Primitives Towards Efficient Vision Transformer

ViTCoD

[HPCA 2023] ViTCoD: Vision Transformer Acceleration via Dedicated Algorithm and Accelerator Co-Design

Bayesian-CycleGAN

[TNNLS] Bayesian Cycle-Consistent Generative Adversarial Networks via Marginalizing Latent Sampling

BitFusion-Tutorial

How to use the open-source BitFusion (https://github.com/hsharma35/bitfusion)

Courses-only

codes for any machine learning relevant courses

GraphNAS

This directory contains code necessary to run the GraphNAS algorithm.

ranery/Bayesian-CycleGAN

[TNNLS] Bayesian Cycle-Consistent Generative Adversarial Networks via Marginalizing Latent Sampling

ranery/BitFusion-Tutorial

How to use the open-source BitFusion (https://github.com/hsharma35/bitfusion)

ranery/Courses-only

codes for any machine learning relevant courses

ranery/GraphNAS

This directory contains code necessary to run the GraphNAS algorithm.

ranery/ZhihuCrawler

Zhihu Crawler

ranery/2017_huazhong-mathematics-contest-in-modeling

ranery/2017_MathorCup

2017 - MathorCup undergraduate mathematical modeling challenge contest

ranery/2018-ICM-D

Interdisciplinary Contest In Modeling

ranery/AdderNet

Code for paper " AdderNet: Do We Really Need Multiplications in Deep Learning?"

ranery/BigGAN-PyTorch

The author's officially unofficial PyTorch BigGAN implementation.

ranery/CS231n-assignments

CS231n - Convolutional Neural Networks for Visual Recognition

ranery/DeepShift

Implementation of "DeepShift: Towards Multiplication-Less Neural Networks" https://arxiv.org/abs/1905.13298

ranery/easy-to-hard

Official repository for the paper "Can You Learn an Algorithm? Generalizing from Easy to Hard Problems with Recurrent Networks"

ranery/ELEC631

ranery/fly

ranery/GAN-Timeline

A timeline showing the development of Generative Adversarial Networks (GAN).

ranery/Hardware-Curriculum-Design

RTAP: Real Time Audio Processing Based on Zynq-Soc Embedded system

ranery/Homework

Keren Zhou's Homework

ranery/metapost

Exercise about graphic programming - metapost

ranery/mnist_classify-handwriten-NN-network

jupyter,python,mnist

ranery/old-website

Personal website used for PhD application.

ranery/pytorch-tutorial

PyTorch Tutorial for Deep Learning Researchers

ranery/ranery

ranery/ReActNet

ranery/research-advice

articles about research and phd advice

ranery/RICE-ELEC576

ranery/rickstaa

My personal readme.md

ranery/SpectralBias

Code for "On the Spectral Bias of Neural Networks", to appear in ICML 2019 (Long Beach, CA).

ranery/SReT

Official PyTorch implementation of Sliced Recursive Transformer

ranery/TensorFlow-Course

Simple and ready-to-use tutorials for TensorFlow