Hi everyone, today we're sharing our theme for 2024 and sharing 4 incredible new speakers, check it out! 👇
tedai-sanfrancisco.ted.com
#AI #GenAI #Agents #Languagemodeling #Statespacemodels #Linguistic #LLM
Want to learn how to fit and validate #statespacemodels ? A team of great co-authors (Dr Vianey Leos Barajas Len Thomas +) and I put this review together: arxiv.org/abs/2002.02001 The appendix is full of R code to help you fit models to your data.
Development of an advanced image synthesis model using state space architectures. #ImageSynthesis #StateSpaceModels #ConvolutionalNeuralNetworks
Unlocking Long-Term Memory in Reinforcement Learning: The R2I Approach
#AI #AI technology #artificialintelligence #Decisionmaking #DreamerV3 #llm #Longtermmemory #machinelearning #MBRL #memoryintensivetasks #R2I #statespacemodels
multiplatform.ai/unlocking-long…
Microsoft's Latest Advancement: SiMBA - Revolutionizing Vision and Time Series Analysis
#AI #AI technology #artificialintelligence #EinFFT #evolution #Languagemodels #llm #machinelearning #Mamba #SiMBA #statespacemodels #transformers
multiplatform.ai/microsofts-lat…
The more general #StateSpaceModels is called #DynamicBayesianNetworks , of which #HiddenMarkovModel & #KalmanFilter are special cases. #DBNs extend Bayes nets to model distributions over collections of variables in a complex dynamic system. ibug.doc.ic.ac.uk/media/uploads/…
#readingOfTheDay
Advancements in Language Modeling: The Rise of xLSTM
#AI #AI technology #artificialintelligence #languagemodeling #llm #LSTMs #machinelearning #NearestNeighborSearch #parallelprocessing #statespacemodels #transformers #xLSTM
multiplatform.ai/advancements-i…
One-year full time technician post closing on 23rd September! Exciting opportunity to help us understand the impact of offshore windfarms on #gannet #metapopulation dynamics using #Bayesian #statespacemodels Jason Matthiopoulos @IBAHCM. PM me for link to application!
Super excited to join the South Africa Biodiversity Data Pipeline for Wetlands and Waterbirds (BIRDIE) project, after yet another bumpy year. #StateSpaceModels , #OccupancyModels , #CitizentScience , #rstats , #DataPipeline . The project ticks lots of boxes!
Séminaire annuel du groupe Dynamique de populations de l'@oncfs animé par Guillaume SOUCHAY et Clément Calenge sur les analyses de tendances. #rstat #statespacemodels #poptrend
Generative Temporal Models with Spatial Memory for Partially Observed Environments arxiv.org/abs/1804.09401
It was really cool working with Marco Fraccaro on this project during his internship DeepMindAI. Great work Marco! #statespacemodels #inference #spatialmemory #vae
Now online in Ecological Monographs:
A guide to state–space modeling of ecological time series
With #OpenData in Dryad
#StateSpaceModels #EcologicalTimeSeries #StatisticalEcology
Marie Auger-Méthé Dr Vianey Leos Barajas Len Thomas Joanna Mills Flemming Diana Cole UBC Science
doi.org/10.1002/ecm.14…
The second part of my parameter estimation on state space models guide is here: particle filtering for hidden Markov models!
paschermayr.github.io/post/statespac…
#research #statespacemodels #julialang #particlefiltering #pmcmc
This is very huge for SSMs! RWKV's community is so rich with resources, and it's so impressive to see these results without any attention mechanism whatsoever! 🌟 #GenerativeAI #StateSpaceModels #NLP
Check out my latest article: Revolutionizing Video Generation with State-Space Models linkedin.com/pulse/revoluti… via LinkedIn
#VideoGeneration #StateSpaceModels #DeepLearning #ComputerVision #AIResearch
Does anybody here know how to recover the model's residuals from an `auto_arima` (StateSpaceModels.jl package of #JuliaLang )? 👀👀👀
discourse.julialang.org/t/residuals-fr…