Sanity:



Hanke Chen

ML Research @ ?????????? | Artist | Ugrad @ CMU SCS, CFA_



I am , an undergraduate student at Carnegie Mellon University persuing Computer Science and Art. Currently, I am building products for ??????????. At the same time, I am doing research related to Neural Radiance Field in WiSELab @ CMU advised by Prof. Anthony Rowe and Tianshu Huang.

Previously, in 2014, I founded KokiCraft: a commercial video game played by 300,000+ players. In 2018, I got into Deep Learning and created RedstoneTorch: a large computer vision toolkit for competitive programming and got 1st place in Kaggle's Histopathologic Cancer Detection and wrote my first . 2018 summer, when taking Stanford's cs123, I SQL injected their website & reported. From 2020 to 2022, I worked on Android/IOS app DeepVocab on AppStore: a vocabulary memorization app aided by Deep Learning. From 2021, I joined GCS and published many games: Winter, Empyrean, and CryptoEggs. In 2022, I deployed an experimental social media app 2ch3 on Gnosis blockchain and designed and manufactured a Printed Circuit Board KokiPad that became my personal keyboard. I got into quantum computing theory and wrote a quantum computer simulator.

I do:

Some selected articles:

Research

Artists sell ideas. The best artists are researchers. My interest is too broad for me to write a single one down, but building democratizable human-like AI regardless of the methods is one of them. I do whatever it takes to get things done and NOT STUCK IN ONE FIELD. Some hard problems interests me:

  • ML aided fault-tolerance quantum accelerator for simulated annealing;
  • 3D-aware intelligence from 2D images w/ NeRF;
  • large on-chain swarm learning with proofs;
  • Observational Learning.
But timing is important. So I do 3D generation now.

FART-NeRF: Fast Accumulative Realtime Traning of Neural Radiance Field

Hanke Chen*, Tianshu Huang

In Progress 2023 @ CMU WiSELab

 

Comming Soon

Practical NeRFology: A Brief Commentary on Neural Radiance Fields

Hanke Chen*

In Progress 2023 @ CMU WiSELab

 

Working Version of the Paper

Extracting Cellular Location of Human Proteins Using Deep Learning

Hanke Chen*

arXiv 2018 @ SSFS

 

Code | Paper

Talks & Teaching

Teaching: 98-205 Introduction to Minecraft (@ CMU StuCo, Spring 2023, Fall 2023)

Talk: Neural Radiance Field (@ WiSE Lab, Aug.8 2022)

Artwork

TODO. Currently making vocaloid musics (timeline = this summer). I will add other artwork to my page once I have time.

Sanity

If you actually care about me. Switch off my sanity on the top left corner.

Anime Paper Collection

Anime Paper Collection is a academic paper collection that references Japanese anime, manga, music, games, and more (ACG+). We as tech otaku, are all about sharing what we love without feeling shy. Join us and add your paper to the mix, and let's enjoy our passions together! Contact me to add yours!

FateZero: Fusing Attentions for Zero-shot Text-based Video Editing

Chenyang Qi, Xiaodong Cun, Yong Zhang, Chenyang Lei, Xintao Wang, Ying Shan, and Qifeng Chen

arXiv 2023

Featuring: Fate/Zero

 

Paper | Project Page | Code

Generating Manga from Illustrations via Mimicking Manga Workflow

Lvmin Zhang, Xinrui Wang, Qingnan Fan, Yi Ji, and Chunping Liu

CVPR 2021

Featuring: 炭治郎 (鬼滅の刃), 初音ミク (VOCALOID), レム (Re:ゼロから始める異世界生活), 御坂美琴 (とある魔術の禁書目録)

 

Paper | Project Page

More Kawaii than a Real-Person Live Streamer: Understanding How the Otaku Community Engages with and Perceives Virtual YouTubers

Zhicong Lu, Chenxinran Shen, Jiannan Li, Hong Shen, and Daniel Wigdor

CHI 2021

Featuring: Kanae, Kuzuha, Roi, Nekomiya Hinata, Tsukino Mito, Sasaki Saku, Natsuiro Matsur, Kizuna Ai, Minato Aqua, Kagura Nana, and Tsukudani Norio

 

Paper

Style Transfer for Anime Sketches with Enhanced Residual U-net and Auxiliary Classifier GAN

Lvmin Zhang, Yi Ji, and Xin Lin

ACPR 2017

Featuring: 初音ミク (VOCALOID), レム (Re:ゼロから始める異世界生活)

 

Paper