Kai Yi's Projects
Exploring Hierarchical Graph Representation for Large-Scale Zero-Shot Image Classification. ECCV 2022.
Tensorflow implementation of Stacked Hourglass Networks for Human Pose Estimation
My notes of learning in all aspects.
A brief summary of machine learning studies.
Benchmarking optimization methods on convex problems.
Must-read papers on prompt-based tuning for pre-trained language models.
Graph Convolutional Networks in PyTorch
Pytorch implementation of RetinaNet object detection.
PyTorch3D is FAIR's library of reusable components for deep learning with 3D data
Explicit Personalization and Local Training: Double Communication Acceleration in Federated Learning. arXiv, 2023
Feature extraction by using SITF+BoF.
The design and implementation of simple computer by quartus.
Official repository with Pytorch implementation for "Latent Embedding Feedback and Discriminative Features for Zero-Shot Classification" (ECCV 2020)
š¤ Transformers: State-of-the-art Machine Learning for Pytorch, TensorFlow, and JAX.
Variational Autoencoders: Tutorial and Examples
Generative Models
Variance Reduced ProxSkip: Algorithm, Theory and Application to Federated Learning. NeurIPS, 2022
Github Pages template for academic personal websites, forked from mmistakes/minimal-mistakes
Written-Papers-Public
React
Typescript
Django
Laravel
Facebook
Microsoft
Google
Alibaba
D3
Tencent