Yue Lab Caltech

We're the Yue Lab at @Caltech with PI @yisongyue!

We work on #MachineLearning for science and engineering applications 🤖 🧠 💻 Tweets by students & postdocs!

[Sabera Talukder @SaberaTalukder]

Tokenization (aka the root of suffering, iykyk) has gotten a terrible rap this past week😅 but in nascent fields this rap is wack🌶️

I am ecstatic to share➡️TOTEM: TOkenized Time Series EMbeddings for General Time Series Analysis

TOTEM learns discrete time tokens (not patches!!)

[Yujia Huang @YujiaHuangC]

Excited to share our work on symbolic music generation: https://t.co/5oDHyfTzhC!
We introduce a symbolic music generator with non-differentiable rule guided diffusion models, enabling musicians to effectively use it as a compositional tool.
Website: https://t.co/pYQkeDTe40. 🧵👇

[Yisong Yue @yisongyue]

Congratulations @ganlumomo!!!

[Yue Lab Caltech @YueLabCaltech]

Congrats to our postdoc @ganlumomo 🥳🥳🥳

[Lu Gan @ganlumomo]

I’ll be joining @GeorgiaTech as an Assistant Professor in @GTaerospace in January 2024!! Deep thanks to my PhD advisors Ryan Eustice, Jessy Grizzle and @GhaffariMaani, my postdoc advisors Soon-Jo Chung and @yisongyue, and all my group members at @UMRobotics and @Caltech.

[Yue Lab Caltech @YueLabCaltech]

Our favorite photo from ICLR 2023!
It's going to be a YueCrew kind of ICLR 2024 😍🧑‍💻🇦🇹

📸 PC @yeh_im_excited

[Yue Lab Caltech @YueLabCaltech]

Today's lab meeting reminder 😂

Coming to you live from Pasadena, it's Friday Night Live with your hosts @SaberaTalukder & @vdorbs. In tonight's top story @yeh_im_excited returns from Rwanda with the latest ICLR tidbits 👀 What ML news hides in plain sight? Tune in to find out!

[Jennifer J. Sun @JenJSun]

All animals behave in 3D - we discover 3D poses directly from multi-view videos without requiring annotations.

Essentially videos -> 3D keypoints + connections

We will be @CVPR on June 21!

BKinD-3D Paper: https://t.co/smkf3IgFQ6
Co-first-authors Lili Karashchuk & @_AmilDravid

[Yue Lab Caltech @YueLabCaltech]

Excited for this!! 🤓

[Yisong Yue @yisongyue]

I am honored to serve as Senior PC for #ICLR2024. Looking forward to serving with @_beenkim (General Chair) and a fantastic PC cast (@YizhouSun, @swarat, @EmtiyazKhan, & Katerina Fragkiadaki). Hope to see you all in Vienna!

[Yisong Yue @yisongyue]

Really exciting work by @jxbz, @chris_mingard & others on designing hyperparameter-free optimizers for deep neural networks!

[Yisong Yue @yisongyue]

Conformal Generative Modeling on Triangulated Surfaces

A general framework that can reliably train probability distributions on a wide range of complicated manifolds.

1st Author: @vdorbs
Project: https://t.co/QkR8opCkDB

[Jeremy Bernstein @jxbz]

We are thrilled to announce "automatic gradient descent"---a neural network optimiser without hyperparameters. AGD trains out-of-the-box and at ImageNet scale.

paper: https://t.co/sVtqUg0ehy
PyTorch: https://t.co/8syS5bh3Vj

1/5

[Yue Lab Caltech @YueLabCaltech]

@cinemarob1 @DisneyStudios Feel free to DM us a link 🤓

@yisongyue may also be interested!!

[James Bowden @jamesbowden_]

phd time @berkeley_ai @jlistgarten @svlevine !! also time to start using twitter…?

super excited for the next several years and genuinely so much appreciation to @yisongyue @ryan_p_adams @YueLabCaltech @denizzokt @klbouman @countability + many others who have built me up :))

[Yue Lab Caltech @YueLabCaltech]

Post #ICML2023 submission feast! 😋🍜

[Sabera Talukder @SaberaTalukder]

GUYS the @CosyneMeeting workshop program just dropped 🥳

AND @EricMTrautmann's + my workshop "Taming Complexity: Discovering Interpretable Latent Spaces in Human Brains & Behaviors" will be on your Mont Tremblant menu🧑‍🍳

Too early to say #Cosyne2023? 🙊🤫
https://t.co/jozcb7Xvdj

[Sabera Talukder @SaberaTalukder]

NeurIPS officially ended yesterday 😭 and it was 🔥 both in person and virtually! I enjoyed seeing old faces and meeting so many new ones ♥️

I put together some topics + papers that piqued my interest and maybe they'll pique yours too🤗

https://t.co/lwjRQzO93B

[Yue Lab Caltech @YueLabCaltech]

Go see @francescazfl's poster tomorrow at #NeurIPS!!

[Francesca-Zhoufan Li @francescazfl]

If you are at #NeurIPS2022 and interested in ML for bio/proteins, check out our poster “Pretrained protein language model transfer learning: is the final layer representation what we want?” @workshopmlsb tomorrow (Room 288 - 289) @avapamini @KevinKaichuang @alexijielu

[Yue Lab Caltech @YueLabCaltech]

Yue Crew #Neurips Dinner Underway 🤗

So many embarrassing @yisongyue stories coming to light 😂🤫

[Sabera Talukder @SaberaTalukder]

We're presenting at Learning from Time Series for Health tomorrow at #NeurIPS!

11:30am - 12:30pm CST, Room 392

Organized by @MarzyehGhassemi A.Goldenberg @ImSNShukla G.Ratsch @tom_hartvigsen @sana_tonekaboni

@JenJSun @bingbrunton @yisongyue and I would ♥️ if you dropped by 🤗

[Yue Lab Caltech @YueLabCaltech]

Go see our first 🤩 poster @NeurIPSConf tomorrow from @CameronVoloshin @HoangMinhLe @swarat @yisongyue!!

👇👇👇👇👇👇

[Yisong Yue @yisongyue]

Policy Optimization with Linear Temporal Logic Constraints
https://t.co/Q0iHaZ5KIk

Appearing at @NeurIPSConf Poster Session 1 (Tuesday 11am-1pm, Hall J #719)

We provide a framework to train policies to satisfy complex tasks specifications expressed in linear temporal logic.

1/