williamium3000
I am interested in robust ML and CV (both 2D and 3D). Looking for PhD in Fall24
Johns Hopkins UniversityBaltimore, Maryland, U.S.
Pinned Repositories
Adult-Dataset-using-cnn
Adult Dataset using cnn
diverse-cotraining
Office implementation of Diverse Co-training (ICCV2023)
face-detection-based-on-skin-color
face detection bxased on skin color
pytorch-DDPG
pytorch implementation of DDPG
pytorch-DQN
Pytorch implementation of DQN
Pytorch-REINFORCE
pytorch implementation of REINFORCE, a monte carlo based policy network in RL
RNN-on-Beijing-PM2.5-Data
RNN on Beijing PM2.5 Data Data prediction
shamir-secret-image-sharing
easy python implementation of Shamir's secret image sharing (k, n) threshhold method
tabular-Q-learning-Sarsa
tabular solved Q-learning and Sarsa in Python
VAE-pytorch
pytorch implementation of VAE
williamium3000's Repositories
williamium3000/diverse-cotraining
Office implementation of Diverse Co-training (ICCV2023)
williamium3000/shamir-secret-image-sharing
easy python implementation of Shamir's secret image sharing (k, n) threshhold method
williamium3000/pytoch-vanilla-GAN
pytorch implementation of vanilla GAN
williamium3000/torch-cam
Class activation maps for your PyTorch models (CAM, Grad-CAM, Grad-CAM++, Smooth Grad-CAM++, Score-CAM, SS-CAM, IS-CAM, XGrad-CAM, Layer-CAM)
williamium3000/dataset-conversion
convert all sorts of dataset into coco format or voc format
williamium3000/proposal-generation
generate object proposal using selective search
williamium3000/3dgp
3D generation on ImageNet [ICLR 2023]
williamium3000/ALBEF
Code for ALBEF: a new vision-language pre-training method
williamium3000/CoOp-projects
Prompt Learning for Vision-Language Models
williamium3000/csci-601-771-self-supervised-models
williamium3000/DaVinci
Source code for the paper "Prefix Language Models are Unified Modal Learners"
williamium3000/DomainBed
DomainBed is a suite to test domain generalization algorithms
williamium3000/explore-generative
williamium3000/FedLab-benchmarks
Standard implementations of FedLab and its provided benchmarks.
williamium3000/fedlab-projects
williamium3000/gene-bert
williamium3000/mae
PyTorch implementation of MAE https//arxiv.org/abs/2111.06377
williamium3000/mmaction2-projects
OpenMMLab's Next Generation Video Understanding Toolbox and Benchmark
williamium3000/MMEval
williamium3000/mmrazor
OpenMMLab Model Compression Toolbox and Benchmark.
williamium3000/mri-pd-wip
williamium3000/mtt-distillation
Official code for our CVPR '22 paper "Dataset Distillation by Matching Training Trajectories"
williamium3000/mynote
williamium3000/nerf
A PyTorch implementation of NeRF (Neural Radiance Fields) that reproduces the results.
williamium3000/official-diffusion
Release for Improved Denoising Diffusion Probabilistic Models
williamium3000/PixelSSL-projects
A PyTorch-based Semi-Supervised Learning (SSL) Codebase for Pixel-wise (Pixel) Vision Tasks [ECCV 2020]
williamium3000/RSCD-projects
RSCD project based on pytorch
williamium3000/vitdet
OpenMMLab Detection Toolbox and Benchmark
williamium3000/williamium-course-info
计算机自学指南
williamium3000/williamium3000.github.io