Hanke Chen
Deep Learning Researcher | Artist | Ugrad @ CMU SCS, CFA_
I am Hanke
Chen
, an undergraduate student at Carnegie Mellon University persuing Computer Science and Art. Currently, I am doing research related to Neural Radiance Field in WiSELab advised by Prof. Anthony Rowe and Tianshu Huang. At the same time, I am working on a startup, developing DeepVocab: a vocabulary memorization app aided by Deep Learning.
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 research paper on Computer Vision . 2018 summer, when taking Stanford's cs123, I SQL injected their website & reported. In 2020, I started DeepVocab. 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 in building democratizable human-like AI regardless of the methods. Although my background is in CV+Graphics, I do whatever it takes to get things done and NOT STUCK IN ONE FIELD. Some hard problems to solve: (1) use ML to build fault-tolerance quantum accelerator for simulated annealing; (2) building 3D-aware intelligence from 2D images using NeRF; (3) large on-chain swarm learning with zkSNARKs proofs; (4) Observational Learning: the ultimate form of multimodal.
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FART-NeRF: Fast Accumulative Realtime Traning of Neural Radiance Field In Progress 2023 @ CMU WiSELab
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Practical NeRFology: A Brief Commentary on Neural Radiance Fields In Progress 2023 @ CMU WiSELab
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Extracting Cellular Location of Human Proteins Using Deep Learning arXiv 2018 @ SSFS
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Talks & Teaching
Teaching: 98-205 Introduction to Minecraft (@ CMU StuCo, Spring 2023)
Talk: Neural Radiance Field (@ WiSE Lab, Aug.8 2022)
Artwork
TODO. I will add them 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!
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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 |
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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)
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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)
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