Tianqin Li's repositories
AwesomePapers
A repo that stores interesting papers in machine learning and artificial intelligence
mysite
My personal website
moco-v3
PyTorch implementation of MoCo v3 https//arxiv.org/abs/2104.02057
texture-synthesis-pytorch
A PyTorch implementation of texture synthesis by Gatys et al. (2015) (https://arxiv.org/abs/1505.07376).
HCL
ICLR 2021, Contrastive Learning with Hard Negative Samples
fma
FMA: A Dataset For Music Analysis
pix2pix-texform
Image-to-image translation with conditional adversarial nets
BigGAN-PyTorch
The author's officially unofficial PyTorch BigGAN implementation.
ddp-pytorch-slurm-example
This repo contains an working example of how to use pytorch distributed multi-node parallel on slurm system
PyContrast
PyTorch implementation of Contrastive Learning methods; List of awesome-contrastive-learning papers
DeepSpeed
DeepSpeed is a deep learning optimization library that makes distributed training easy, efficient, and effective.
CIPS
Official repository for the paper "Image Generators with Conditionally-Independent Pixel Synthesis" (CVPR2021, Oral)
fourier-feature-networks
Fourier Features Let Networks Learn High Frequency Functions in Low Dimensional Domains
CS-Notes
:books: 技术面试必备基础知识、Leetcode、计算机操作系统、计算机网络、系统设计、Java、Python、C++
vq-vae-2-pytorch
Implementation of Generating Diverse High-Fidelity Images with VQ-VAE-2 in PyTorch
awesome-implicit-representations
A curated list of resources on implicit neural representations.
SpatialExpGeneCluster
Use unsupervised clustering on spatial gene expression profile to study gene clusters
RL4GRN
Using RL for GRN optimization
defgrid-release
Official PyTorch implementation of Deformable Grid (ECCV 2020)
mmml-course
Course website for 11-777, Multimodal Machine Learning