Muneeza Azmat

Graduate Student @CMSE_at_MSU Previously @OdenInstitute.

[Muneeza Azmat @MuneezaAzmat]

@MominAbbas2 @RayaHoresh @Yurochkin_M @COLM_conf Cheers, great effort!!

[Momin Abbas @MominAbbas2]

Very happy to share that our work "Out-of-Distribution Detection using Synthetic Data Generation" has been accepted at COLM 2025! 🎉

Grateful to have worked with an incredible team @MuneezaAzmat, @RayaHoresh, @Yurochkin_M 👏

@COLM_conf #COLM2025

[Momin Abbas @MominAbbas2]

How can synthetic data be leveraged for accurate OOD detection?

In our work, we use LLMs to generate high-quality OOD proxies, improving detection accuracy and reducing false positives rates, outperforming existing methods across various tasks.

@iclr_conf
1/n

[Muneeza Azmat @MuneezaAzmat]

@UswaAliMemon

[Muneeza Azmat @MuneezaAzmat]

AI generated (functional) QR codes 😍

[Rowan Cheung @rowancheung]

6. Japanese Painting

[Muneeza Azmat @MuneezaAzmat]

Want to frame this and put it up on my wall 😍

[Robin Rohwer @RobinRohwer]

Mom asked, "I wonder when cherries bloom in Japan?" So I found 1200 years of data online and made her a plot.

[Muneeza Azmat @MuneezaAzmat]

The real March madness

[Dustin Tran @dustinvtran]

For those keeping track https://t.co/BMJ7oPacws

[MSU @michiganstateu]

💚

[Muneeza Azmat @MuneezaAzmat]

@UswaAliMemon Oooffff 🔥🔥where is this from??

[Muneeza Azmat @MuneezaAzmat]

@FinitePhysicist

[Eric Brachmann @eric_brachmann]

@roydanroy Hi, I'm a research scientist. My job is to tell you, anonymously, how the things I told you last year are completely broken.

[Daniel Paleka @dpaleka]

What happened this month in AI/ML safety research.🧵(1/10)

[Dr Meming @Dr_Meming]

When its my turn to present in lab meeting

[Muneeza Azmat @MuneezaAzmat]

@developingasdrk @ACMEAAMO

[Brian O'Shea @bwoshea]

(please retweet!) I'm looking for students interested in pursuing a PhD in computational galaxy formation, computational plasma physics, and machine learning applied to those areas! Please see https://t.co/jqlUcmPL0B for details and contact info!

[Muneeza Azmat @MuneezaAzmat]

🥲🥲

[🧂fermion @SaltyFermion]

*gets new computer*
>> pip install pip

[Daniel Vázquez @danvazh]

Can we have a Journal for Halfway Done, Abandoned Papers? In the abstract, you explain why you quit working on it.

[Muneeza Azmat @MuneezaAzmat]

@UswaAliMemon Bas daikh lo

[Muneeza Azmat @MuneezaAzmat]

@UswaAliMemon Lol yesss

[Muneeza Azmat @MuneezaAzmat]

@UswaAliMemon Also bobba 4 lyf!!!