Auton Lab, Carnegie Mellon @AutonLab
Founded by @awmcmu, Auton Lab, @SCSatCMU is currently lead by Artur Dubrawski & Jeff Schneider. We are interested in all dimensions of Machine Learning and AI. autonlab.org Joined December 2019-
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Huge congratulations to my amazing collaborators Yifu Cai, @Arjun_7m, and Dr. Artur Dubrawski at @AutonLab @CMU_Robotics, @SCSatCMU
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🏆
The Gemini 2.0 era is here. And we’re excited for you to start building with it. A quick rewind of what we just released ⏪ Gemini 2.0 Flash ⚡ comes with low latency and better performance. 🔵 You can now access an experimental version in @GeminiApp on the web, while Gemini
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 :)
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🏆
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 :)
Huge congratulations to my amazing collaborators Yifu Cai, @Arjun_7m, and Dr. Artur Dubrawski at @AutonLab @CMU_Robotics, @SCSatCMU
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!
#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 📸: icml.cc/virtual/2024/p… Details Below 🧵
Thrilled to announce @SkildAI! Over the past year, @gupta_abhinav_ 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 @SkildAI for the latest. Blog: skild.ai/blogs/announci…
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. @ifaposto @ben_eysenbach Dubrawski
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
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 @icmlconf 2024! 🎉
Excited to present the first day of the @RealAAAI 2024 Spring Symposium on Clinical Foundation Models! 🎊 Today's lineup includes keynotes, a panel discussion, demos, contributed talks, and a poster session! @clinicalfms
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”. 🔥🔥🔥🔥🔥 So MOMENT, not Lag Llama is THE FIRST open source time series LLM. 🚀🚀🚀🚀🚀 “MOMENT: A FAMILY OF OPEN TIME-SERIES FOUNDATION MODELS” #llm #timeseries
🤖 We have decided to extend the deadline for our @RealAAAI Spring Symposium on Clinical Foundation Models @clinicalfms to Jan 26, 2024 🥳! CfP, timelines, attendance info available at clinicalfoundationmodels.github.io #ML4H #MLHC
🎉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 @clinicalfms
🎉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 @clinicalfms
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)
💻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
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
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
🎈In light of the Auton Lab’s 30th Birthday coming up, we are also hosting our very own HackAuton the weekend after our 30th Anniversary celebration, from Sept 15th-17th, 2023!🎈 We welcome all CMU students to register! autonlab.org/hackAuton/ #Auton30
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