🔥The 9th Round of Easy Loan, Earn $40 Reward is in progress❗️ ⏰ Promotion Period: January 15th - Feburary 15th, 2025 👉 Register now and check more details at gate.io/campaigns/358

We are just 2 WEEKS away from our 30th Anniversary Celebration! Join us for food & fun while learning about the Lab's impacts so far, current research topics, and future endeavors. Lab Swag will be available at the event for all! RSVP today @ autonlab.org/30th-Anniversa… #Auton30

One more week until our Lab’s 30th Anniversary Celebration! We're excited to celebrate this incredible milestone with you all! Join us to reflect on the Lab's numerous impacts over the years and explore future AI research endeavors. RSVP @ autonlab.org/30th-Anniversa… #Auton30 #AI

💻Attention CMU students! 💻 You have one last day to register for the Auton Lab’s 2023 HackAuton! Please RSVP & join us for a fun weekend of contributing to groundbreaking research while helping shape the future of AI and ML! autonlab.org/hackAuton/ #hackAuton #AutonLab

Tired of reading about Q*? Want to instead learn about improving the quality of labels in your data? Then check out our recent NeurIPS D&B paper on benchmarking label error detection tools with AQuA: arxiv.org/abs/2306.09467. 3 reasons why you should check out AQuA: (1/5)

🎉Exciting News! Join us for the AAAI-24 Spring Symposium on Clinical Foundation Models! 🚀Explore captivating talks, engaging panels, & cutting-edge demos. All details (CfP, timelines, ...) available at 👉clinicalfoundationmodels.github.io. Hurry, papers due by Jan 5, 2024 Symposium on Clinical Foundation Models

🤖 We have decided to extend the deadline for our AAAI Spring Symposium on Clinical Foundation Models Symposium on Clinical Foundation Models to Jan 26, 2024 🥳! CfP, timelines, attendance info available at clinicalfoundationmodels.github.io #ML4H #MLHC

BOOM 💥 The competition in LLM time series space is heating up. Lag-Llama was making rounds yesterday and some people claimed it was “the first” open source LLM. But it turns out on 6 February before Lag Llama Carnegie Mellon released their own open source LLM “Moment”.

Excited to present the first day of the AAAI 2024 Spring Symposium on Clinical Foundation Models! 🎊 Today's lineup includes keynotes, a panel discussion, demos, contributed talks, and a poster session! Symposium on Clinical Foundation Models

We'll be chatting with Mononito Goswami on Wed. April 3rd at 10am PST for part 2 of 3 in our livestream series on Time Series AI. Register today so you don't miss out and learn more about his research around the MOMENT Model! 🙌 streamyard.com/watch/8iV7gy8f…

Exciting news! Just as foundation models revolutionized text and image modeling, it's now time for Time Series Data! Introducing MOMENT, a family of Open Time Series Foundation Models, freshly accepted at ICML Conference 2024! 🎉

The Auton Lab has proposed MOMENT: one of the first families of open-source foundation models for time series analysis! The models serve as a building block for diverse tasks such as forecasting, classification, & anomaly detection. Learn more: …timeseries-foundation-model.github.io

ICML’24: “A Rate-Distortion View of Uncertainty Quantification”: arxiv.org/abs/2406.10775 Distance Aware Bottleneck is a method for enriching deep neural networks to decide whether it has sufficient evidence for reaching a reliable prediction. Ifigeneia Apostolopoulou Ben Eysenbach Dubrawski

Thrilled to announce Skild AI! Over the past year, Abhinav Gupta and I have been working with our top-tier team to build an AI foundation model grounded in the physical world. Today, we’re taking Skild AI out of stealth with $300M in Series A funding: forbes.com/sites/rashishr…

We’re striving to build the most scalable, robust, and generalizable robotics foundation model. Thank you to our team for all their hard work so far & our investors for believing in our mission. Follow along with us Skild AI for the latest. Blog: skild.ai/blogs/announci…

#ICML2024 #ICML Our new work provides a highly effective and scalable method for enriching deep neural networks to decide whether it has sufficient evidence for reaching a reliable prediction. Paper 📒 : huggingface.co/papers/2406.10… Code 💻: github.com/ifiaposto/Dist… Poster 📸:

Time Series & Language: A Powerful Pair 📈📉 Loved seeing some recent work time series & text work! It reminded me of our very own work JoLT, one of the first time series and text models ! Want to learn more? Check out JoLT, and our latest paper, on the TimeSeriesExam!

Frontier models like Gemini excel in areas like code and image understanding. But how well do they handle time series reasoning? (Re-)Introducing TimeSeriesExam, which just won the NeurIPS'24 TSALM Best Paper Honorable Mention🏆

Huge congratulations to my amazing collaborators Yifu Cai, Arjun Choudhry, and Dr. Artur Dubrawski at Auton Lab, Carnegie Mellon CMU Robotics Institute, CMU School of Computer Science

Excited to share TimeSeriesExam for systematic evaluation of time series reasoning capabilities of LLMs. Think your LLM can reason on time series concepts? Take it for a spin on the TimeSeriesExam! Now publicly available on HuggingFace :)

Heartiest congratulations to our amazing team! I am applying for PhD positions for Fall 2025. If you see a fit with your lab or interests, or just want to brainstorm on ideas, please DM :)