I trained a 2-arm robot using my Nintendo Switch (+ an action transformer) how I did it + my most interesting takeaways below👇🏼

How to write an excellent Review article Nature Reviews Bioengineering nature #PhD #PhDlife #academics #AcademicChatter #AcademicTwitter #Postdocs #Research #Science

New article: "The geometry of data: the missing metric tensor and the Stein score" (blog.christianperone.com/2024/11/the-ge…). I show how you can derive a (efficient to compute) data manifold metric tensor with the Stein score alone ! Deep connections to diffusion, score-based models and physics.

Microsoft released a neat Python library to run LLM-powered multi-agent simulations of people with personalities, interests, and goals.

Microsoft released LLM2CLIP: a CLIP model with longer context window for complex text inputs 🤯 TLDR; they replaced CLIP's text encoder with various LLMs fine-tuned on captioning, better top-k accuracy on retrieval 🔥 All models with Apache 2.0 license on Hugging Face 😍

A new Science study presents “Evo”—a machine learning model capable of decoding and designing DNA, RNA, and protein sequences, from molecular to genome scale, with unparalleled accuracy. Evo’s ability to predict, generate, and engineer entire genomic sequences could change the

New in The Innovation Geoscience! Larger increase in future global terrestrial water availability than projected by CMIP6 models. Wu et al. employ outputs from 20 state-of-the-art ESMs from the Coupled Model Intercomparison Project Phase 6, together with multiple remote sensing

A new promising “A Fair and Scalable Time Series Forecasting Benchmark and Toolkit” BasicTS. #timeseries #forecasting #opensource

Artificial intelligence for geoscience: Progress, challenges, and perspectives cell.com/the-innovation… #ArtificialIntelligence #MachineLearning #Geoscience #Science #Research #Trending #PERSPECTIVE #AI #Technology

Excited to share work from my internship at AI at Meta! LLM devs often tweak decoding temperature: low for analytical tasks, and high for creative ones. Why not learn this from the data? Introducing the AdaptiveDecoder! (1/3)🧵

#Multiomics integration unravels #genotype‐#microbiome interactions shaping the conjunctival transcriptome #iMetaOmics onlinelibrary.wiley.com/doi/10.1002/im… #bioinformatics #DataScience #MachineLearning Wiley Microbiology Wiley Biomedical Science Wiley Clinical Health

This's why we insist in whole-brain decoding. "behavioral signatures can be decoded from a much broader range of cortical areas than previously recognized" direct.mit.edu/imag/article/d…

Forget traditional methods like SMOTE—Conformal Prediction offers significant improvements, even on challenging datasets with imbalanced data, label noise, or both. 🚀 #conformalprediction #MachineLearning #DataScience #Innovation

BigST: Linear Complexity Spatio-Temporal Graph Neural Network for Traffic Forecasting on Large-Scale Road Networks dl.acm.org/doi/10.14778/3… #ChatGPT #Timeseries #datascience #artificalintelligence #Prediction #deeplearning #MachineLearning #STGNN #bigdata

Pre-training enhanced spatial-temporal graph neural network for multivariate time series forecasting dl.acm.org/doi/abs/10.114… #ChatGPT #Timeseries #datascience #artificalintelligence #Prediction #deeplearning #MachineLearning #STGNN #bigdata

Chronos: Learning the Language of Time Series arxiv.org/abs/2403.07815 #ChatGPT #Timeseries #datascience #artificalintelligence #Prediction #deeplearning #MachineLearning #STGNN #bigdata Amazon

Common occurrences of subsurface heatwaves and cold spells in ocean eddies nature.com/articles/s4158… #Science #heatwaves #timeseries #ocean

UniST: A Prompt-Empowered Universal Model for Urban Spatio-Temporal Prediction dl.acm.org/doi/abs/10.114… #ChatGPT #Timeseries #datascience #urbancomputing #artificalintelligence #Prediction #deeplearning #MachineLearning #STGNN #bigdata Tsinghua University

Spatial-Temporal-Decoupled Masked Pre-training for Spatiotemporal Forecasting arxiv.org/abs/2312.00516 #ChatGPT #Timeseries #datascience #artificalintelligence #Prediction #deeplearning #MachineLearning #STGNN #bigdata

Spatial-Temporal Identity: A Simple yet Effective Baseline for Multivariate Time Series Forecasting A promising method nearly 200 stars, and used as baselines by nearly 100 papers. github.com/GestaltCogTeam… #timeseries #MachineLearning #deeplearning #artificalintelligence #bigdata