williamyi96 Goto Github PK

acm-icpc

Pursure what you want and do all what only you can do!

algorithms-and-data-structures

My new systematic learning procedure of algorithms and Data Structures.

android

Android fundamental tools.

androidsystemtransplant

Transplant Android 2.0 platform to Android 4.0 by using EMBV210.

awesome-continual-zero-shot-learning

A curated list of resources on continual zero-shot learning

awesome-energy-based-models

A curated list of resources on energy-based models.

awesome-federated-computing

:books: :eyeglasses: A collection of research papers, codes, tutorials and blogs on Federated Computing/Learning.

awesome-federated-learning

A curated list of resources on federated learning, especially focusing on the theoretical perspectives.

awesome-zero-shot-learning

Latest progresses (papers & datasets) of zero-shot learning.

biological-network-alignment-public

Graph Theory Applied to Biological Network Alignment. Motivated by Professor Hayes.

bof-svm

Contributer, Object Recognition by using BoF+SVM

botxiaotong

This is our bot based on Microsoft Bot Framework and Cognitive Services.

cada-vae-pytorch

Official implementation of the paper "Generalized Zero- and Few-Shot Learning via Aligned Variational Autoencoders" (CVPR 2019)

capsnet-tensorflow

A Tensorflow implementation of CapsNet(Capsules Net) in Hinton's paper Dynamic Routing Between Capsules

cizsl

Creativity Inspired Zero-Shot Learning

clip

Contrastive Language-Image Pretraining

coursera

Quiz & Assignment of Coursera

cs_learning

This is all my summary and harvests of Computer Science learning.

cumix

Official code for "Towards Recognizing Unseen Categories in Unseen Domains"

datasets

deep-reinforcement-learning

My harvests, summaries and paper reading about Deep Reinforcement Learning.

deepcamera

An android app with machine learning.

dmg

Code for our ECCV paper -- "Learning to Balance Specificity and Invariance for In and Out of Domain Generalization"

ef-bv

EF-BV: A Unified Theory of Error Feedback and Variance Reduction Mechanisms for Biased and Unbiased Compression in Distributed Optimization. NeurIPS, 2022

efbv_nonconvex

A Unified Theory of Error Feedback and Variance Reduction for Non-Convex Optimization.

fancyweather

This is a weather broadcast app created by William Yi!

fedcomloc

FedComLoc: Communication-Efficient Distributed Training of Sparse and Quantized Models

fedml

FedML - The federated learning and analytics library enabling secure and collaborative machine learning on decentralized data anywhere at any scale. Supporting large-scale cross-silo federated learning, cross-device federated learning on smartphones/IoTs, and research simulation. MLOps and App Marketplace are also enabled (https://open.fedml.ai).

flsims

Federated Learning Simulator (FLSim) is a flexible, standalone core library that simulates FL settings with a minimal, easy-to-use API. FLSim is domain-agnostic and accommodates many use cases such as vision and text.

grawd

Imaginative Walks: Generative Random Walk Deviation Loss for Improved Unseen Learning Representation