Topic: Models
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DALL-E 2 crosses into commercial quality
Image generation reaches a fidelity usable in real design work.
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Stable Diffusion is released openly
Stability AI publishes weights that run on consumer graphics cards.
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OpenAI releases Codex via API
A model specialised for programming is opened to developers.
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DALL-E generates images from text
OpenAI shows a model that draws novel scenes from written descriptions.
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OpenAI withholds the full GPT-2 weights
A staged release holds back the largest model on misuse grounds.
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GPT-3 shows few-shot learning at scale
A 175-billion-parameter model performs new tasks from examples in the prompt alone.
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BERT makes pretraining the default
Google publishes a bidirectionally pretrained transformer for language understanding.
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AlphaGo beats Lee Sedol
DeepMind’s system wins four of five games against the Go world champion.
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Generative adversarial networks introduced
Goodfellow pits a generator against a discriminator, each improving the other.
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word2vec makes meaning computable
Google publishes a method for learning dense word embeddings at billion-word scale.
