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ZHU Lei's Projects

biformer icon biformer

[CVPR 2023] Official code release of our paper "BiFormer: Vision Transformer with Bi-Level Routing Attention"

cnn-cbir icon cnn-cbir

Content based image retrieval, instance search (examplar object detection) using CNN, especially VGG-RMAC feature. Implemented with pytorch.

cs344 icon cs344

Introduction to Parallel Programming class code

cutlass icon cutlass

CUDA Templates for Linear Algebra Subroutines

detrex icon detrex

detrex is a research platform for Transformer-based Instance Recognition algorithms including DETR (ECCV 2020), Deformable-DETR (ICLR 2021), Conditional-DETR (ICCV 2021), DAB-DETR (ICLR 2022), DN-DETR (CVPR 2022), DINO (ICLR 2023), H-DETR (arXiv 2022), MaskDINO (arXiv 2022), etc.

fdrnet icon fdrnet

Code for our ICCV 2021 paper "Mitigating Intensity Bias in Shadow Detection via Feature Decomposition and Reweighting"

gpt-fast icon gpt-fast

Simple and efficient pytorch-native transformer text generation in <1000 LOC of python.

huemangist icon huemangist

child theme of wordpress theme Hueman: Demo: http://rayleizhu.com

plantpathology2020 icon plantpathology2020

Kaggle Plant Pathology 2020 - FGVC7 Competetion, https://www.kaggle.com/c/plant-pathology-2020-fgvc7/overview

plcc icon plcc

Plane constraint based Lidar-Camera Calibration

pomegranate icon pomegranate

Fast, flexible and easy to use probabilistic modelling in Python.

rayleizhu.github.io icon rayleizhu.github.io

My personal website (rayleizhu.github.io). The blog site is rayleizhu.github.io/blog

segformer.pure icon segformer.pure

A cleaned version of official SegFormer. It removes dependency on MMCV and MMSegmentation, which use deep wrapings.

tensorrt-llm icon tensorrt-llm

TensorRT-LLM provides users with an easy-to-use Python API to define Large Language Models (LLMs) and build TensorRT engines that contain state-of-the-art optimizations to perform inference efficiently on NVIDIA GPUs. TensorRT-LLM also contains components to create Python and C++ runtimes that execute those TensorRT engines.

vllm-ra icon vllm-ra

vLLM with RelayAttention integration

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