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A curated list of resources on energy-based models.

7 Updated Mar 14, 2022

Explicit Personalization and Local Training: Double Communication Acceleration in Federated Learning. TMLR, 2025.

Jupyter Notebook 4 Updated May 12, 2025

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

3 Updated Aug 8, 2023

Variance Reduced ProxSkip: Algorithm, Theory and Application to Federated Learning. NeurIPS, 2022

Jupyter Notebook 3 Updated Jan 24, 2024

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

Python 3 Updated Jan 24, 2024

Exploring Hierarchical Graph Representation for Large-Scale Zero-Shot Image Classification. ECCV 2022.

Python 18 2 Updated Jul 12, 2022

Generative Models

21 3 Updated May 8, 2018

Creativity Inspired Zero-Shot Learning

Python 4 Updated Jun 21, 2020

Github Pages template for academic personal websites, forked from mmistakes/minimal-mistakes

JavaScript 4 Updated May 20, 2025

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

83 6 Updated Aug 1, 2022

A curated list of resources on continual zero-shot learning

17 1 Updated Jan 25, 2022

Application Kernel for Containers

Go 16,514 1,379 Updated May 31, 2025

This is a weather broadcast app created by William Yi!

Java 8 Updated Apr 25, 2017

Transplant Android 2.0 platform to Android 4.0 by using EMBV210.

7 Updated May 3, 2017

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

7 1 Updated May 25, 2017

My new systematic learning procedure of algorithms and Data Structures.

TeX 8 Updated Jun 15, 2017

The design and implementation of simple computer by quartus.

VHDL 9 1 Updated Jun 22, 2017

My notes of learning in all aspects.

TeX 15 Updated Jun 23, 2017

An android app with machine learning.

TeX 11 2 Updated Jun 30, 2017

Contributer, Object Recognition by using BoF+SVM

Python 10 Updated Dec 29, 2017

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

HTML 10 Updated Jan 9, 2018

Variational Autoencoders: Tutorial and Examples

Python 8 1 Updated Apr 27, 2019
HTML 9 1 Updated Jan 15, 2021

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

12 Updated Mar 23, 2018

Feature extraction by using SITF+BoF.

Python 22 2 Updated Jan 9, 2018

Android fundamental tools.

Java 17 66 Updated May 31, 2017

A brief summary of machine learning studies.

TeX 16 5 Updated Aug 15, 2021
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