AI for bio at https://t.co/K2Q9Ang5qu / drug delivery at https://t.co/3ts9pXnAsL / writing at https://t.co/Z3ZLVrZeI6 / cs at upenn m&tsophtang.github.ioJoined October 2021
Super excited to introduce "Branched Schrödinger Bridge Matching" (BranchSBM) 🌳, our new framework for learning branched Schrödinger bridge trajectories from a common origin into multiple distinct outcomes!
📄 Preprint: arxiv.org/abs/2506.09007
💻 Code: huggingface.co/ChatterjeeLab/…
Super excited to introduce "Branched Schrödinger Bridge Matching" (BranchSBM) 🌳, our new framework for learning branched Schrödinger bridge trajectories from a common origin into multiple distinct outcomes!
📄 Preprint: arxiv.org/abs/2506.09007
💻 Code: huggingface.co/ChatterjeeLab/…
Most biological processes, like stem cell differentiation, branch into multiple fates, but current trajectory inference methods only predict single paths.🌳To fix this, we introduce BranchSBM 🌿, from our unstoppable @_sophia_tang_ ! 🌟
📜: arxiv.org/abs/2506.09007
💻:…
What a way to end #ICLR2025 in Singapore 🇸🇬 with an acceptance for PepTune in #ICML2025 in Vancouver 🇨🇦! 🥳 So many congratulations to my brilliant students @_sophia_tang_ and @yinuo_z98! 🫶 A huge moment for our lab! 🙌
📜: arxiv.org/abs/2412.17780
A quick TLDR for PepTune, if…
What a way to end #ICLR2025 in Singapore 🇸🇬 with an acceptance for PepTune in #ICML2025 in Vancouver 🇨🇦! 🥳 So many congratulations to my brilliant students @_sophia_tang_ and @yinuo_z98! 🫶 A huge moment for our lab! 🙌
📜: arxiv.org/abs/2412.17780
A quick TLDR for PepTune, if…
We’ve been excited about discrete flow matching as an alternative to discrete diffusion for biologics design—but how do you scale it to larger vocabularies and control generation? 🌊🌡️Introducing Gumbel-Softmax Flow Matching from our brilliant @_sophia_tang_! 👇
📜:…
1 Followers 69 FollowingJunior student @ SCUT - Biomedical Engineering | Research Intern @ HKUST & @ UPenn - De novo Protein Design; Al4biomaterial | Looking for 26 Fall PhD position
122 Followers 849 FollowingPh.D student at https://t.co/gAqHRrfV9b |Prev. Research Center for Information| 🏥https://t.co/9KQTpTB0a8 | AI for healthcare/Multimodal Learning/Neuroscience.
3K Followers 682 FollowingPrincipal Research Scientist at @NVIDIA | Former Physicist | Deep Generative Learning | Flows and Diffusion | Proteins and Molecules
Opinions are my own.
53 Followers 378 FollowingHealth Policy & Statistics @Penn | National Director @amlungcsi | Health Outcomes Research @MSKCancerCenter @MassGenBrigham | Policy Work @CMSgov
2 Followers 73 FollowingSenior Year Undergraduate Student, Computer Science and Engineering @BUET
Research Interest : Computational Biology, Deep Learning.
491 Followers 1K FollowingMachine Learning Scientists at Prescient Design/Genentech. Advancing Science with ML. Prev at Google Research, Flatiron Institute, and UIUC. Physics PhD
105K Followers 788 FollowingWriting my own AI story. Recent: NPI, AlphaGo tuning, learn to learn, AlphaCode, Gato, ReST, r-Gemma, Imagen3, Veo, Genie, MAI …
1.1M Followers 309 FollowingNYT Bestselling Author of The 5 Types of Wealth. Gave up a grand slam on ESPN in 2012 and still waiting for it to land. Order my book below 👇
26K Followers 718 FollowingMember of the technical staff @ Anthropic. Most (in)famous for inventing diffusion models. AI + physics + neuroscience + dynamics.
34K Followers 2K Following"Godmother" of AI+Science, Bren Professor @caltech, Time100, Fmr Sr Director of #AI research @nvidia Fmr Principal Scientist @awscloud
1K Followers 599 FollowingAssistant Professor of AI @Westlake_Uni, PI of AI for Scientific Simulation and Discovery Lab. Previously Postdoc @Stanford CS, PhD @MIT Physics
26K Followers 211 FollowingWorking towards the safe development of AI for the benefit of all @UMontreal, @LawZero_ & @Mila_Quebec
A.M. Turing Award Recipient and most-cited AI researcher.
4K Followers 2K FollowingSenior Research Scientist @IsomorphicLabs building AI for drug discovery. CS PhD @berkeley_ai. Prev: @PrescientDesign @insitro @UofT 🇨🇦
13K Followers 2K FollowingSVP and Head of Biomedical AI @Xaira_Thera; Associate Prof @UofT; Chief AI Officer @UHN; former PHD, CS @Stanford; opinions my own. #AI #healthcare #biology
64K Followers 2K FollowingResearch Scientist at Google DeepMind (WaveNet, Imagen, Veo). I tweet about deep learning (research + software), music, generative models (personal account).
30K Followers 813 FollowingMathematician (Distinguished Professor of #Math at @RutgersU). Here to learn about research, education, and community. Let’s build something together.
54K Followers 977 FollowingTeaches math to engineers: https://t.co/TJ5i3Pg678
Professor @UW researching #MachineLearning for #Dynamics and #Control, especially for #FluidDynamics.
11K Followers 1K FollowingThe X account of Society for Industrial and Applied Mathematics activity group on Dynamical Systems. Managed by activity-group officers. https://t.co/StVrDaPXwb
21K Followers 465 Followingphysics of language models @ Meta (FAIR, not GenAI, not TBD)
🎓:Tsinghua Physics — MIT CSAIL — Princeton/IAS
🏅:IOI x 2 — ACM-ICPC — USACO — Codejam — math MCM
26K Followers 881 FollowingResearch Scientist Director in Meta FAIR. Reasoning, Optimization and Understanding LLM. Novelist in spare time. PhD in @CMU_Robotics.
3K Followers 682 FollowingPrincipal Research Scientist at @NVIDIA | Former Physicist | Deep Generative Learning | Flows and Diffusion | Proteins and Molecules
Opinions are my own.