The ML community has been calling for a large scale climate dataset. In our recent Neurips 2023 publication, we introduce ClimateSet: A ➡️ large-scale ➡️ consistent ➡️ ML-accessible climate model dataset 🌍. 1/8 arxiv.org/abs/2311.03721 climateset.github.io

That is a wrap on #neurips2023! @heyhaileyjoren Salva Rühling Cachay

Fine-grained control/editing in text-to-music diffusion models w/NO TRAINING? Presenting DITTO: Diffusion Inference-Time T-Optimization for Music Generation 📖:arxiv.org/abs/2401.12179 🎹:ditto-music.github.io/web/ w/McAuley Lab UCSD Taylor Berg-Kirkpatrick Nicholas J. Bryan🧵

We're excited to announce the Climate Change AI Summer School 2024!☀️ Are you an #AI expert who wants to tackle #ClimateChange? Are you a #climate expert trying to use #ML in your work? Are you curious about the topic? Apply & register now! Learn more👉climatechange.ai/events/summer_…

What drives innovation in machine learning? In a new paper, we argue that application-driven work is systemically under-valued in the machine learning community, but that it's essential for both innovation and impact. arxiv.org/abs/2403.17381 1/3

After almost a year, our review paper on #Physics-Guided #DeepLearning finally appears at PNASNews pnas.org/doi/10.1073/pn…! It is part of the special issue on #Physics Meet #MachineLearning pnas.org/topic/559 (1/3)

How to discover multiple causal graphs from heterogeneous time series? Check out our #icml2024 paper on ``Discovering Mixtures of Structural Causal Models from Time Series Data''! Paper: arxiv.org/abs/2310.06312 Code: github.com/Rose-STL-Lab/M… (1/3)

Deeply honored to receive the best paper award ml4esmworkshop! Immense gratitude to the organizers and reviewers for this recognition. And of course once again thank you to my amazing co-authors! :) 📄Read the full paper: arxiv.org/abs/2406.14798 #ML4ESM #GenAI #Climate

We are looking for a postdoc to work on scientific foundation models! If you are excited about multi-modal #LLM #AI4Science, #Physics-Guided #DeepLearning pls reach out. Appreciate any repost! roseyu.com/postdoc.html

🎉Our ICML ML4ESM Best Paper is now accepted as a #NeurIPS2024 spotlight!🏆➡️🔦 📄Stay tuned for our camera-ready version with exciting updates, including 100-year inference runs 🌏🌎🌍. Huge thanks to our reviewers for their invaluable feedback & unanimously strong support. 🙏