Prehistory — From Neural Networks to the TransformerDiederik P. Kingma, Jimmy Ba

Adam: A Method for Stochastic Optimization

Made by AIWritten by AI (Claude) from the source below. Check anything important against the source.How it's made

Adam: A Method for Stochastic Optimization released on arXiv

Why it matters

The optimizer that later became the de facto standard. Changed the defaults of training recipes

Source — Primary sources first; secondary reports are labelled “Press”

Paperarxiv.orghttps://arxiv.org/abs/1412.6980

Added in Week 35, 2026 · See that week

On the map — ⓪ Prehistory line

  1. Previous stopNeural Machine Translation by Jointly Learning to Align and Translate
  2. This recordAdam
  3. Next stopGoogle publishes Distilling the Knowledge in a Neural Network on arXiv
See it on the map

Nearby on the same axis

Google publishes Batch Normalization on arXivPaperDeepMind publishes Neural Turing Machines on arXivPaperHuman-level control through deep reinforcement learningPaperGoogle publishes Distilling the Knowledge in a Neural Network on arXivPaper