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Elea's Portfolio



HI THERE! I'M ELEA ZHONG.

> 🔮 Intelligence Crafter. Engineer at @wand_app. Dev for @pixray. USC ✌️ class
> of '25 majoring in Computer Science.


I CAN:

 * 🦾 Deploy deep learnings solutions for applications at scale
 * ⚛️ Develop full-stack applications with Django, Flask, and React.js
 * 🤖 Conduct academic research in deep learning and computer vision
 * 🖼 Create art using and develop code enhancing creative AI models


FIND ME ON:

Twitter
Github
Linkedin


CHECK OUT MY RESUME (AS OF 2023. JAN):

> >

Elea Zhong's Resume.pdf87.3KB


I’M PART OF:

WAND© - MULTIPLY YOUR MIND™

wand.earth



PIXRAY

pixray demo notebooks Jupyter Notebook 8 4 Forked from BachiLi/diffvg
Differentiable Vector Graphics Rasterization Python 4 People This organization
has no public members. You must be a member to see who's a part of this
organization. Most used topics Loading... You can't perform that action at this
time.

github.com



NEURALISM

I believe in the potential of creativity in every human being - from the cave
paintings prehistoric men has painted with minerals with their fingers to the
renaissance reinvigoration of majestic sculpture and oil, all radiants the
stunning infinite potential of the creative human mind. When have us stopped
drawing?

www.neuralismai.com



NOT JUST ART

an NFT studio from the USC.

not-just.art



AHMANSON LAB

Polymathy values different ways of learning, knowing, and being, ranging from
the written word to various modes of embodiment and creative practice. The
Ahmanson Lab extends the Harman Academy's focus on integrative learning by
offering students a space for experimentation, play, and creative exploration.

polymathic.usc.edu




NOTABLE PROJECTS:

AI LOOKING GLASS: LEWIS CARROLL + AI ART

Introduction Genertaive Jabberwocky Essential Alice 1
/media/alice_ai_art_landing_page_2.mp4 2022-03-31T11:30:43-07:00 Curtis Fletcher
3225f3b99ebb95ebd811595627293f68f680673e 40426 11 book_splash
2022-04-19T16:28:08-07:00 Curtis Fletcher
3225f3b99ebb95ebd811595627293f68f680673e

scalar.usc.edu

DAZHIZHONG/STROTSS - REPLICATE

đź‘‹ Do you have a model that needs a demo? Email us to request early access. In
the meantime, check out thegetting started docs.

replicate.com



DOCS FOR PIXRAY

a guide to pixray

dazhizhong.gitbook.io



🧚‍♀️PIXRAY MINTER

mint NFTs with pixray in a single click

px.dazhizhong.com




PAPERS:

Dominic Rampas, Pablo Pernias, Elea Zhong, Marc Aubreville. Fast
Text-Conditional Discrete Denoising on Vector-Quantized Latent Spaces.

FAST TEXT-CONDITIONAL DISCRETE DENOISING ON VECTOR-QUANTIZED LATENT SPACES

Conditional text-to-image generation has seen countless recent improvements in
terms of quality, diversity and fidelity. Nevertheless, most state-of-the-art
models require numerous inference steps to produce faithful generations,
resulting in performance bottlenecks for end-user applications.

arxiv.org



Ruizhen Liu, Dazhi Zhong, Zhicong Chen. Disrupting Deepfakes and Face-Swap
Autoencoders with Fine-tuned Adversarial Attacks

WWW.YAU-AWARDS.COM

www.yau-awards.com

Ruizhen Liu, Dazhi Zhong, Zhicong Chen. DROMO: Distributionally Robust Offline
Model-based Policy Optimization

DROMO: DISTRIBUTIONALLY ROBUST OFFLINE MODEL-BASED POLICY OPTIMIZATION

We consider the problem of offline reinforcement learning with model-based
control, whose goal is to learn a dynamics model from the experience replay and
obtain a pessimism-oriented agent under the learned model. Current model-based
constraint includes explicit uncertainty penalty and implicit conservative
regularization that pushes Q-values of out-of-distribution state-action pairs
down and the in-distribution up.

arxiv.org