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Francois Chollet

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titleconferencedate
Easier data processing with KerasGoogle I/O 20222022-05-11
Shows how the Keras Preprocessing Layers API turns raw text files (positive/negative IMDb folders) into deployable models by: using text vectorization to…
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Modern Keras Design PatternsGoogle I/O 20212021-05-18
Builds a variational autoencoder in Keras and shows the concrete changes needed: adds a sampling layer that returns z sampled from z_mean and z_log_var, uses…
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InterviewAI By the Bay 20172017-03-06
Argues that current wins are concrete pattern‑matching systems — computer vision for object recognition and speech recognition — enabled by deep learning, but…
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Advances in Deep Learning for Mathematical Theorem ProvingAI By the Bay 20172017-03-06
Google project augments a brute‑force ATP called improver with deep learning to rank axioms and guide proof search, using the Mizar (58k statements) corpus. A…
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