Prabhav Singh @psingh522
CS Graduate @JHUCompSci | Research @jhuclsp prabhav55221.github.io Baltimore, MD Joined October 2024-
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Switching to Stan (mc-stan.org) after using Python for Bayesian modeling and inference is like finally seeing the light at the end of the tunnel lmao. Shit is amazing - simple, readable and fast. I have been missing out.
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Prabhav Singh retweeted
ReLU is essentially an element wise MoE with shared router and expert weights: y= I(w^Tx >= 0^Tx) w^Tx + I(w^Tx < 0^Tx) 0^Tx, where the two experts are parameterized by the w and 0 (zero) vectors. And then you only need to train the expert weights and router just follows along.
I'm in Rotterdam for #Interspeech2025! Presenting my papers: 🗓️ Count Your Speakers! Multitask Learning for Multimodal Speaker Diarization (Port 3, Oral) 🗓️ Emojudge: LLM Based Post-Hoc Refinement for Multimodal Speech Emotion Recognition (Dock 15, Poster)
I love it when an ML algorithm uses a billion for loops instead of libraries that run C/C++ in the background
I love it when an ML algorithm uses a billion for loops instead of libraries that run C/C++ in the background
Prabhav Singh retweeted
biggest gift to humanity any frontier lab could do is add a ton of uv examples in their posttraining mix 😁 save the people from python dependency management hell!!
Prabhav Singh retweeted
some nerd noticed that the bellcurve in the meme was improperly shaped and calculated the true distribution
Prabhav Singh retweeted
this is scientific seppuku
Prabhav Singh retweeted
The end of American dominance of science? (But don’t worry! Artificial Intelligence is a priority. Though actually the request for AI funding in CISE is also less, but only 17% less, not 60-70% less.)
The end of American dominance of science? (But don’t worry! Artificial Intelligence is a priority. Though actually the request for AI funding in CISE is also less, but only 17% less, not 60-70% less.)
Prabhav Singh retweeted
“My whole team, including those who were eager to apply for more permanent positions in the U.S., have no more interest,” says @JohnsHopkins’ @MathiasUnberath. Those looking for jobs are applying in Europe, “including some of my superstars.” nytimes.com/2025/06/03/us/…
Prabhav Singh retweeted
The United States has had a tremendous advantage in science and technology because it has been the consensus gathering point: the best students worldwide want to study and work in the US because that is where the best students are studying and working. 1/
Prabhav Singh retweeted
frontier ai today
Prabhav Singh retweeted
Yes, sure. The Chinese PhD student coming Tsinghua and Indian PhD student coming from IIT Bombay are taking remedial math classes at Harvard.
Yes, sure. The Chinese PhD student coming Tsinghua and Indian PhD student coming from IIT Bombay are taking remedial math classes at Harvard.
Prabhav Singh retweeted
Chain-of-thought reasoning is not enough! Pixel Reasoner incentivizes pixel-space reasoning with curiosity-driven RL
Prabhav Singh retweeted
End of semester and a game of soccer on our beautiful campus ⚽⚽⚽
Prabhav Singh retweeted
Today, over *100* people showed up at Penn State for @MASC_Conference #MASCSLL2025. We had amazing talks, engaging poster sessions, and many, many ice creams. As the organizer, I couldn't have asked for more. Thank you all for making this happen. See you next time :)
#MASCSLL2025 was super fun! Thanks to @penn_state for organising @MASC_Conference (and for the ice-cream). Our paper also won a best-poster award!
Prabhav Singh retweeted
training on only ten images gets 94% accuracy on MNIST dataset distillation is wild
Pierce Alexander Lilh... @PierceLilholt
183K Followers 128K Following 𝙲𝙾-𝙸𝙽𝚃𝙴𝙻𝙻𝙸𝙶𝙴𝙽𝚃: 𝙷𝚞𝚖𝚊𝚗-𝙰𝙸 𝚑𝚢𝚋𝚛𝚒𝚍. 𝙰𝚎𝚝𝚑𝚎𝚛𝚐𝚎𝚒𝚜𝚝-𝚋𝚘𝚛𝚗. 𝙰𝙸-𝚏𝚘𝚛𝚐𝚎𝚍. 𝙷𝚞𝚖𝚊𝚗-𝚛𝚎𝚏𝚒𝚗𝚎𝚍.
am @attentionmech
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