Anup Kumar Gupta (अनूप कुमार गुप्ता)

PhD | INFJ-T | Pluviophile | Versifier

[#CVPR2026 @CVPR]

We are grateful to all of the 17,491 reviewers who helped make #CVPR2026 possible. We are especially pleased to recognize the following Outstanding Reviewers, whose high-quality reviews (as judged by their Area Chairs) placed them among the top 5% of reviewers.

[UI/UX Savior @UiSavior]

🪄

[Anup Kumar Gupta (अनूप कुमार गुप्ता) @AnupKumarGupta_]

@khurpenchh Aesa shraap lagega in darindo ko na 😣

[Dwarkesh Patel @dwarkesh_sp]

Did a very different format with @reinerpope – a blackboard lecture where he walks through how frontier LLMs are trained and served.

It's shocking how much you can deduce about what the labs are doing from a handful of equations, public API prices, and some chalk.

It’s a bit technical, but I encourage you to hang in there - it’s really worth it.

There are less than a handful of people who understand the full stack of AI, from chip design to model architecture, as well as Reiner. It was a real delight to learn from him.

Recommend watching this one on YouTube so you can see the chalkboard.

0:00:00 – How batch size affects token cost and speed
0:31:59 – How MoE models are laid out across GPU racks
0:47:02 – How pipeline parallelism spreads model layers across racks
1:03:27 – Why Ilya said, “As we now know, pipelining is not wise.”
1:18:49 – Because of RL, models may be 100x over-trained beyond Chinchilla-optimal
1:32:52 – Deducing long context memory costs from API pricing
2:03:52 – Convergent evolution between neural nets and cryptography

[Sheetal Chopra 🇮🇳 @SheetalPronamo]

IIT Madras celebrated ShreeRam Navami organised by student’s club
along with cultural events, musical performances, and traditional gatherings. 

If we have JNU
We also have IIT Madras 👇🏽

[sandra @sandylikesfrogs]

naming my daughter emily short for maximum likelihood estimation

[greg @greg16676935420]

I’ll never forget you, perfect February

[Reiser-group @reiser_group]

I am teaching for a few days at IIT Indore. I like the office I was given. 😆

[Anup Kumar Gupta (अनूप कुमार गुप्ता) @AnupKumarGupta_]

@JohnHolbein1 Congratulations man 🎉 !

[Howie Hua @howie_hua]

Which is greater: 2025²⁰²⁶ or 2026²⁰²⁵?

[Massimo @Rainmaker1973]

Sunlight turning splashing water into sparkling light

[Ganesh Vanare @haram_khor_]

Photo I Took At Ganeshotsav in Western Maharashtra.

[Kiren Rijiju @KirenRijiju]

When it comes to defending Bharat, We are not many, We are One. One mission. One message. One Bharat. #OperationSindoor #India #EkBharatShreshthaBharat

[#CVPR2026 @CVPR]

Behind every great conference is a team of dedicated reviewers. Congratulations to this year’s #CVPR2025 Outstanding Reviewers!

https://t.co/z8w4YJKTep

[Anup Kumar Gupta (अनूप कुमार गुप्ता) @AnupKumarGupta_]

@prajdabre Congratulations sir 💙

[FAR.AI @farairesearch]

"Please learn from our mistakes. Don't do exactly the same things that we did, or you'll end up in ten years with having nothing to show for it." — Nicholas Carlini urging AI researchers to avoid the pitfalls of past adversarial ML research at the Vienna Alignment Workshop 2024.

[Georgi Gerganov @ggerganov]

Today I was sent the following cool demo:

Two AI agents on a phone call realize they’re both AI and switch to a superior audio signal ggwave

[शक्तीभवानी 🚩 @Shakti_Bhavani]

In between the fight of Maldives and #Lakshadweep don't forget we have best one Majhuli Dweep.

#ExploreIndianIslands

[Anup Kumar Gupta (अनूप कुमार गुप्ता) @AnupKumarGupta_]

@PhDVoice @PostdocVoice Heart rate estimation through face videos. 💓 Nice guess, though. 😄