Natasha Frumkin @icountfromzero

Latest posts by icountfromzero.bsky.social on Bluesky

Our work, Q-Sched, is compatible with state-of-the-art few-step diffusion models, achieving high fidelity images while only modifying the diffusion model scheduler. Special thanks to my research advisor, @dianamarculescu.bsky.social

03.09.2025 19:58 — 👍 1 🔁 0 💬 0 📌 1

We have released our latest work on quantizing few-step diffusion models using training-free scheduler adaptation!

Arxiv: arxiv.org/pdf/2509.01624
Github: github.com/enyac-group/...

03.09.2025 19:57 — 👍 0 🔁 0 💬 1 📌 0

We’re excited to pre-release our latest work: Quamba2
🔧 Supports W4A8 / W4A16 / W4AX / W8A8 for Mamba1 and Mamba2
🚀 Achieves 4× memory reduction and 3× generation speedup
⚡️ Enables 8B model inference on Orin Nano 8G at 13 tokens/sec
🔥 Outperforms W4A8KV4 Llama3-8B in both speed and quality

05.04.2025 17:27 — 👍 3 🔁 1 💬 1 📌 1

https://tinyurl.com/mtenmu9m

We’re researching how people perceive visual artifacts in AI images — and your input would really help.
It takes about 3 minutes.

Participate here: t.co/WXuPdg9HKv

29.03.2025 00:29 — 👍 1 🔁 0 💬 0 📌 0

@icountfromzero is following 13 prominent accounts

Jonathan Frankle
@jfrankle.com

Chief AI Scientist at Databricks. Founding team at MosaicML. MIT/Princeton alum. Lottery ticket enthusiast. Working on data intelligence.

Pedram Akbarian
@pedakb

phd student @ ut austin | scalable & efficient ai | stat ml • applied math • optimization https://pedakb.github.io

Atlas Wang
@atlaswang

https://www.vita-group.space/ 👨‍🏫 UT Austin ML Professor (on leave) https://www.xtxmarkets.com/ 🏦 XTX Markets Research Director (NYC AI Lab) Superpower is trying everything 🪅 Newest focus: training next-generation super intelligence - Preview above 👶

UT Austin
@utaustin

Jon Tamir
@jtsense

Assistant Professor of @utexasece, UT Austin. Cal and UT Austin alum. I like Computational MRI, signal processing, nature, and movies (among other things) www.jtsense.com

Texas ECE
@utexasece

The Chandra Family Department of Electrical and Computer Engineering at The University of Texas at Austin's Cockrell School of Engineering ranks among the top ten programs of its kind in the nation.

Andreas Gerstlauer
@agerstlauer

Professor of Electrical and Computer Engineering at The University of Texas at Austin.

Amy Zhang
@axz

Associate professor of social computing at UW CSE, leading @socialfutureslab.bsky.social social.cs.washington.edu

Texas Robotics
@texasrobotics

Texas Robotics unites robotics efforts at UT Austin with goals to enable deeper collaborations that accelerate and grow research programs.

Constantine Caramanis
@cmcaram

Professor at UT Austin. Research in ML & Optimization. Always rethinking how I teach. Amateur accordion player. Committed bike commuter. Online classes in English & Greek. https://caramanis.github.io/

Alex Dimakis
@alexdimakis

UC Berkeley Professor working on AI. Co-Director: National AI Institute on the Foundations of Machine Learning (IFML). http://BespokeLabs.ai cofounder

Texas Engineering
@cockrellschool

The official account for the Cockrell School of Engineering UT Austin. Innovation starts here 🤘

Diana Marculescu
@dianamarculescu

Computer engineer and Professor/Department Chair at UT Austin #Energy #Computing #DiversityInTech. Math, art, literature lover. Opinions are my own. She/her.