PinnedAndrew LukyanenkoinTowards Data ScienceA long-term Data Science roadmap which WON’T help you become an expert in only several monthsFrom time to time I’m asked: how does one become Data scientist? What courses are necessary? How long will it take? How did you become DS…Dec 2, 201819Dec 2, 201819
Andrew LukyanenkoPaper Review: Unbounded: A Generative Infinite Game of Character Life SimulationAn AI-driven “infinite game” where real-time language and vision models power open-ended character simulations with high consistency and…Oct 29Oct 29
Andrew LukyanenkoPaper Review: Contextual Document EmbeddingsDocument embedding: using context and getting better performance!Oct 21Oct 21
Andrew LukyanenkoPaper Review: Differential TransformerSubtracting two attention maps significantly increases transformer performance!Oct 14Oct 14
Andrew LukyanenkoPaper Review: Depth Pro: Sharp Monocular Metric Depth in Less Than a SecondA new SOTA in CV: Monocular Metric Depth in 0.3 seconds!Oct 7Oct 7
Andrew LukyanenkoBook Review: Unlocking Data with Generative AI and RAGLearn how to build RAGs using LLM, evaluate them and improve each component!Sep 29Sep 29
Andrew LukyanenkoPaper Review: Training Language Models to Self-Correct via Reinforcement LearningMulti-turn Reinforcement Learning improving self-correction without multiple models or STF!Sep 23Sep 23
Andrew LukyanenkoBook Review: Modern Graph Theory Algorithms with PythonLearn how to work with graphs in PythonSep 18Sep 18
Andrew LukyanenkoPaper Review: Loopy: Taming Audio-Driven Portrait Avatar with Long-Term Motion DependencyEnd-to-end audio-only conditioned video diffusion with realistic face motionsSep 16Sep 16
Andrew LukyanenkoPaper Review: Agentic Retrieval-Augmented Generation for Time Series AnalysisTime-Series predictions, now with LLM and RAGSep 4Sep 4
